Data Driven Vs Model Driven Jobs in Usa

Suffolk is a national enterprise that builds, innovates, and invests. We provide value across the entire project lifecycle through our core construction management services and complementary business lines in real estate investment, design, self-perform construction, and technology start-up investment (Suffolk Technologies). By integrating data, artificial intelligence, and advanced technology through our Seamless Platform, we connect design, construction, and operations to deliver smarter, more predictable results and redefine how America builds.

Suffolk – America’s Contractor – is a national company with more than $8 billion in annual revenue, 3,000 employees, and 17 offices, including Boston (headquarters), New York City, Miami, West Palm Beach, Tampa, Estero, Dallas, Los Angeles, San Francisco, San Diego, Las Vegas, Herndon, U.S. Virgin Islands, and other key markets. Suffolk manages some of the most complex and transformative projects in the country, serving clients across healthcare, life sciences, education, gaming, aviation, transportation, government, mission critical, and commercial sectors. Suffolk is privately held and is led by founder, chairman and CEO John Fish. Suffolk is ranked #8 on ENR’s list of “Top CM-at-Risk Contractors.” For more information, visit and follow Suffolk on Facebook, Twitter, LinkedIn, YouTube, and Instagram.

The Role:

The Senior Project Manager is responsible for all project administration including all contractual requirements, agreements with trade partners, purchase orders, and risk management. This individual also manages general work performance and quality, and overall team progress against the project plan.

Responsibilities:

Budget Updates:

• Produce thorough forecast of Cost-to-Complete which drills down to identify potential exposures
• Coordinate the use of Oracle with Expedition to readily identify exposures
• Require the project team to track costs of field directives and back charges for forecasting purposes
• Create detailed analysis of line-item exposures, particularly unit price contracts
• Follow the Forecasting Calendar for on-time completion of forecasts
• Teach the Standard Operating Procedures for budget updating to others

Change Order Management:

• Require the project team to fully utilize Expedition to track all Proposed Change Order (PCO) items including in-scope and out-of-scope
• Provide the Owner with up-to-date status reports relating to Changes
• Require the project team to produce a monthly Owner Change Order (OCO) to prevent aging of PCO issues which further allows for timely closure of Changes with Subcontractors
• Work to recover all legitimate GC costs relating to Owner Changes
• Track the status of all Contract Allowances in Expedition and submits Change Order Requests (COR) when an over-run is likely
• Require the project team to track all field directives and back charges in Expedition for timely processing on a monthly basis, i.e. composite clean-up, hoisting time, etc.

Project Close Out:

• Establish an effective Close-out Plan early in the project which includes the early collection, review, and packaging of Contract close-out documents
• Implement the use of the Noncompliance Reporting System
• Require the team to utilize the Work list System to organize and manage the completion of phases of the work
• Utilize the Completion-Compliance-Quality Form (CCQ) process for close-out
• Teach close out process to other SCCI employees

Owner/Sub Requisition Process:

• Require the project team to have the completed pay requisitions approved by the Owner no later than the 1st of each month
• Produce an effective Schedule of Values
• Establish a regimented process for the collection of payments no later than 30 days and subsequent efficient system for the payment to Subcontractors
• Review the Hold Reports before payment is due to allow for timely handling of deficiency issues and payment to Subcontractors/Vendors

Cash Management:

• Consistently manage the cash flow of the Project to maintain a fiscally responsible position for SCCI
• Produce an effective Schedule of Values which supports a strong cash flow position
• Review each Subcontractors initial Schedule of Values to prevent overpayment
• Review Sub/Vendor requisitions to prevent payment of unsigned or unfunded Change Orders
• Produce and update the cash model for the Owner to prevent surprises
• Produce an accurate percent complete projection to support the SCCI financial management process

Meeting Management:

• Establishes a meeting regiment for the Project Team which provides for effective communication and problem solving
• Follow the SOP for focused meetings such as PM/PE, OAC's, subcontractor meetings, coordination meetings, Precon Sessions, etc.
• Manage all meetings by agenda and work to time limits

Contract Logs:

• Require the Project Team to assemble and maintain the Project Logs (Cash Management, Change Management, Noncompliance, Buy-Schedule, Contracts, Procurement, Submittals, RFI's, Safety, Hold Reports, Construction Schedule, Work lists) and periodically review for accuracy
• Conduct focus meetings once per month to review the maintenance of those logs and drills down to identify potential exposures and issues

Subcontractor Relationships:

• Establish a "Firm but Fair" approach to building relationships with Subcontractors
• Promote an environment of organization and professionalism with Subcontractors
• Address issues immediately with a non-performing Subcontractor to protect SCCI from resulting delay and potential impact

Exhibit B Purchasing Process:

• Work with the Project Team, including Superintendents and Estimators, to consistently produce clear, thorough, and accurate Scopes of Work based on drilled down review of documents
• Organize and administer a well-planned purchasing process to prevent the "Just in time" purchase of materials
• Understand the priority of timely buy-out and gather the resources to meet the buy schedule

Schedule Management:

• Provide leadership with the Superintendent to produce a clear, thorough, and accurate baseline Contract Schedule which rarely requires changes to the original logic
• Track events, impacts, and changes in the schedule to allow for the management and prevention of delays
• Lead the Project Team to focus on critical path matters to prevent non-excusable delays
• Manage and distribute organized and efficient Monthly Updating Process in accordance with the SCCI SOP
• Provide the Owner with written monthly updates of the Contract Schedule in accordance with the requirements of the Contract

Risk Management:

• Complete the buy-out process in a manner which permits the timely flow of work, prevents budget issues, contract executions, bonds, insurance, etc.
• Write timely notices to Owner and Subcontractors
• Secure CCD authorizations before proceeding with Changes
• Take immediate action when a non-performing Subcontractor is likely to cause impact to the Project
• Work to complete the submittal and coordination process no later than 180 days
• Teaches a risk management regiment to others on the project team

Owner Relationship:

• Work to establish a trusting and professional relationship with the Owner
• Focus on keeping the Owner well informed of important matters to prevent surprises
• Work to secure a strong letter of recommendation from the Owner for SCCI

Qualifications:

• Bachelor’s degree in applicable discipline and a minimum of 10 years of experience relative to project size and scope
• Excellent business judgment demonstrated by consistently achieving profitability objectives and strong project close-outs with client and subcontractor relationships in good standing
• Excellent organizational skills and attention to detail evidenced by a strong command of all applicable contract and legal provisions
• Ability to consistently analyze and execute financial trade-offs which frequently involve dealing with incomplete data and ambiguity
• Ability to constantly multi-task and handle competing priorities between Suffolk business needs, organizational issues, and sound customer relations
• Possess judgment to know when to appropriately escalate issues up the chain of command
• The ability to manage and embrace change. Respond and adapt to new processes and new ways of looking at old problems
• A strong sense of urgency and initiative. Able to quickly study and react to complex issues
• Excellent problem-solving skills and the ability to confidently and decisively take action
• Team leader with excellent diplomatic and communication skills, able to handle and resolve conflicts effectively in a firm but fair manner
• Candidate must possess Suffolk’s Core Values: Passion, Integrity, Hard Work, Professionalism, and Caring

While performing the duties of this job, the employee is regularly required to sit for long periods of time; talk or hear; perform fine motor, hand and finger skills in the use of a keyboard, telephone, or writing. The employee is frequently required to stands; walk; and reach with arms and/or hands. Specific vision abilities include close vision, distance vision, depth perception and the ability to adjust focus. The employee will spend their time in an office environment with a quiet to moderate noise level. Job site walking.

Suffolk provides equal employment opportunities to all employees and applicants for employment without regard to race, color, religion, sex, sexual orientation, pregnancy or maternity, national origin, citizenship, genetic information, disability, protected veteran, gender identity, age or any other status protected by law. This policy applies to recruiting, hiring, transfers, promotions, terminations, compensation, benefits, and all other terms and conditions of employment. Suffolk will not tolerate any unlawful discrimination toward, or harassment of, applicants or employees by anyone at Suffolk, or anyone working on behalf of Suffolk.

Why USAA?

At USAA, our mission is to empower our members to achieve financial security through highly competitive products, exceptional service and trusted advice. We seek to be the #1 choice for the military community and their families.

Embrace a fulfilling career at USAA, where our core values – honesty, integrity, loyalty and service – define how we treat each other and our members. Be part of what truly makes us special and impactful.

The Opportunity

As a dedicated Property Adjuster Specialist , you will work within established guidelines and framework to investigate, evaluate, negotiate, and settle complex property insurance claims presented by or against our members. You will confirm and analyzes coverage, recognize liability exposure and negotiate equitable settlements in compliance with all state regulatory requirements.

Property Adjuster Specialist focus on using technology and desk adjusting for a virtual first approach to inspections and claims handling. USAA also provides a company vehicle to physically inspect losses within your locally assigned territory. Field Adjusters may travel outside of their local territory to respond to claims in other regions when needed. This is an hourly, non-exempt position with paid overtime available.

This is a field-based role for North Las Vegas, NV. Candidates currently living in this location or willing to self-relocate are encouraged to apply.

• Proactively manages assigned claims caseload comprised of complex damages that require commensurate knowledge and understanding of claims coverage including potential legal liability.

• Partners with vendors and internal business partners to facilitate complex claims resolution. May also involve external regulatory coordination to ensure appropriate documentation and compliance.

• Investigates claim damages by conducting research from various sources, including the insured, third parties, and external resources. May identify and resolve potential discrepancies and identifies subrogation potential resulting from unusual characteristics.

• Identifies coverage concerns, reviews prior loss history, determines and creates Special Investigation Unit (SIU) referrals, when appropriate. Determines coverage through analyzing information involving complex policy terms and contingencies.

• Determines and negotiates complex claims settlement within authority limits. Develops recommendations and collaborates with management for determining settlement amounts outside of authority limits and accurately manages claims outcomes.

• Maintains accurate, thorough, and current claim file documentation throughout the claims process.

• Advance knowledge of estimating technology platforms and virtual inspection tools. Utilizes platforms and tools to prepare claims estimates to manage complex property insurance claims.

• Supports workload surges and catastrophe (CAT) response operations as needed, including mandatory on-call dates and potential evening, weekend, and/or holiday work outside normal work hours.

• May be assigned CAT deployment travel with minimal notice during designated CATs.

• Works various types of claims, including ones of higher complexity, and may be assigned additional work outside normal duties as needed.

• Works independently solving complex problems with minimal guidance; acts as a resource for colleagues with less experience.

• Adjusts complex claims with attorney involvement.

• Recognizes and addresses jurisdictional challenges such as applicable legislation and construction considerations.

• May require travel to resolve claims, attend training, and conduct in-person inspections.

• Ensures risks associated with business activities are effectively identified, measured, monitored, and controlled in accordance with risk and compliance policies and procedures.

• High School Diploma or General Equivalency Diploma required.

• 2 years of relevant property claims adjusting experience of moderate complexity losses that includes writing estimates, involving dwelling and structural damages.

• Advanced knowledge of estimating losses using Xactimate or similar tools and platforms.

• Proficient knowledge of residential construction.

• Proficient knowledge of property claims contracts and interpretation of case law and state laws and regulations.

• Proficient negotiation, investigation, communication, and conflict resolution skills.

• Proven investigatory, analytical, prioritizing, multi-tasking, and problem-solving skills.

• Ability to travel 50-75% of the year (local & non-local) and/or work catastrophe duty when needed.

• Acquisition and maintenance of insurance adjuster license within 90 days and 3 attempts.

• US military experience through military service or a military spouse/domestic partner

• 5 years of prior field experience handling higher severity/complex losses (i.e. vandalism, malicious mischief, foreclosures, earth movement, collapse, liability, etc.)

• Prior experience adjusting property claims using virtual technologies

• Prior property field adjuster experience handling DWG, APS and ALE adjustments

• Industry designations such as AINS, CPCU, AIC, SCLA (or actively pursuing)

• Xactimate Level 1 and/or Level 2 certification

• Prior deployments in support of catastrophes

• Currently hold an active Adjuster License

• Currently reside within or have the ability to self-relocate to North Las Vegas, NV

• May require the ability to crouch and stoop to inspect confined spaces, to include attics and go beneath homes into crawl spaces.

• May need to meet all USAA safe driving requirements including verification of driving record through MVR & possession of valid driver’s license.

• May require the ability to lift a minimum of 35 pounds to include lifting a ladder in and out of the trunk of a car.

• May require the ability to climb ladders and traverse roofs, this includes the ability to work at heights while inspecting roofs and attics.

Compensation range: The salary range for this position is: $69,920.00 - $133,620.00.

USAA does not provide visa sponsorship for this role. Please do not apply for this role if at any time (now or in the future) you will need immigration support (i.e., H-1B, TN, STEM OPT Training Plans, etc.).

Compensation: USAA has an effective process for assessing market data and establishing ranges to ensure we remain competitive. You are paid within the salary range based on your experience and market data of the position. The actual salary for this role may vary by location.

Employees may be eligible for pay incentives based on overall corporate and individual performance and at the discretion of the USAA Board of Directors.

The above description reflects the details considered necessary to describe the principal functions of the job and should not be construed as a detailed description of all the work requirements that may be performed in the job.

Benefits: At USAA our employees enjoy best-in-class benefits to support their physical, financial, and emotional wellness. These benefits include comprehensive medical, dental and vision plans, 401(k), pension, life insurance, parental benefits, adoption assistance, paid time off program with paid holidays plus 16 paid volunteer hours, and various wellness programs. Additionally, our career path planning and continuing education assists employees with their professional goals.

For more details on our outstanding benefits, visit our benefits page on

Applications for this position are accepted on an ongoing basis, this posting will remain open until the position is filled. Thus, interested candidates are encouraged to apply the same day they view this posting.

USAA is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.

Why USAA?

At USAA, our mission is to empower our members to achieve financial security through highly competitive products, exceptional service and trusted advice. We seek to be the #1 choice for the military community and their families.

Embrace a fulfilling career at USAA, where our core values – honesty, integrity, loyalty and service – define how we treat each other and our members. Be part of what truly makes us special and impactful.

The Opportunity

We are looking to hire a Sr. Field Auto Appraiser supporting the San Diego Metro, CA area.

As a dedicated Sr. Auto Appraiser, you will within defined guidelines and framework responsible for the investigation, negotiation, evaluation and appraisal of vehicle damage claims for both repairable and total loss vehicles to ensure estimate accuracy in compliance with state laws and regulations. Accountable for delivering exceptional member service through setting appropriate expectations, proactive communications, advice, and empathy.

What you'll do:

• With the use of digital tools, evaluates and appraises highly complex auto physical damage claims in accordance with the terms and conditions of the contract, corporate guidelines and state laws and regulations.

• Investigate claim damages including communicating with the insured, internal claims adjusters, and third parties/vendors. May require face-to-face interactions with members and third parties.

• Review facts of loss and vehicle damage to determine if subrogation opportunities exist and ensures all supporting physical damage documentation is in the claim.

• Demonstrate advanced knowledge of P&C insurance industry products, services, contracts, and internal processes/systems/procedures to ensure compliance with laws, regulations, and policy provisions.

• Review claims/suppliers for fraud indicators and refers to Special Investigations Unit for handling, if applicable.

• Maintain accurate and current claim file documentation throughout the claims process for complex claims.

• Maintain high standards of productivity through effective desk management, timely follow ups, and accurate mapping of repair plan and timeline for repair in support of fast and accurate claims adjudication.

• Responsible for reviewing additional damages received from repair facilities to either complete a supplement or triage to field provider method of inspection.

• May serve as a subject matter expert representative for disputed claims or trials. Serves as a resource to team members on escalated issues of a routine nature.

• Partner with vendors and internal business partners to facilitate highest complexity claims resolution. May also involve external regulatory coordination to ensure appropriate documentation and compliance.

• Proactively provide policyholders with information regarding their coverage, repair estimate or total loss valuation, and claims/repair process while setting appropriate expectations.

• Support workload surges and catastrophe (CAT) response operations as needed, including mandatory on-call dates and potential evening, weekend, and/or holiday work outside normal work hours.

• May be assigned CAT deployment travel with minimal notice during designated CATs.

• Work various types of claims, including ones of higher complexity, and may be assigned additional work outside normal duties as needed.

• Ensure risks associated with business activities are effectively identified, measured, monitored, and controlled in accordance with risk and compliance policies and procedures.

What you have:

• High School Diploma or General Equivalency Diploma.

• 2 years of auto appraising experience.

• Proficient knowledge of P&C insurance policy contracts and coverages, auto parts distribution process and claim appraisal process and procedures.

• Advanced working knowledge of estimating losses using CCC or similar estimating platforms.

• Demonstrated written and verbal skills to communicate with members, claimants, repair facilities, and other internal and external stakeholders.

• Acquisition and maintenance of insurance adjuster license within 90 days and 3 attempts.

Physical Demand Requirements:

• May require the ability to operate a company vehicle within assigned territory.

• May require the ability to reach, handle, squat, bend, climb, and kneel as needed to complete inspections of damaged vehicles.

• May require the ability to work outdoors in inclement weather conditions; May be exposed to working in body shop and/or salvage yard environments up to 25% of the time.

• May be required to meet all USAA safe driving requirements including verification of driving record through MVR & possession of valid driver’s license.

Compensation range: The salary range for this position is: $63,590 - $121,530.

USAA does not provide visa sponsorship for this role. Please do not apply for this role if at any time (now or in the future) you will need immigration support (i.e., H-1B, TN, STEM OPT Training Plans, etc.).

Compensation: USAA has an effective process for assessing market data and establishing ranges to ensure we remain competitive. You are paid within the salary range based on your experience and market data of the position. The actual salary for this role may vary by location.

Employees may be eligible for pay incentives based on overall corporate and individual performance and at the discretion of the USAA Board of Directors.

The above description reflects the details considered necessary to describe the principal functions of the job and should not be construed as a detailed description of all the work requirements that may be performed in the job.

Benefits: At USAA our employees enjoy best-in-class benefits to support their physical, financial, and emotional wellness. These benefits include comprehensive medical, dental and vision plans, 401(k), pension, life insurance, parental benefits, adoption assistance, paid time off program with paid holidays plus 16 paid volunteer hours, and various wellness programs. Additionally, our career path planning and continuing education assists employees with their professional goals.

For more details on our outstanding benefits, visit our benefits page on

Applications for this position are accepted on an ongoing basis, this posting will remain open until the position is filled. Thus, interested candidates are encouraged to apply the same day they view this posting.

USAA is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.

Qualifications:

• High school graduate or equivalent

• At least 3 years of Revit BIM design experience

• Familiarity with NavisWorks

• At least 3 years of relevant experience in telecommunications systems design and construction industry

• A growing understanding of how codes and standards shape design decisions

• A growing understanding of design and construction specifications and their function

• Basic understanding of wiring/cabling connections in relation to a circuit or a link between devices and equipment

• Experience following client design and modeling standards

• Familiarity with Bluebeam or similar markup software

• Strong communication skills

• Ability to estimate hours required for design and modeling efforts based on provided markups and/or verbal direction requests

• Willingness to learn new things

Ideally, you’ll also have:

• At least 4 years of Revit MEP design experience

• Knowledge and design experience of semiconductor and/or advance facility environments

• Knowledge and design experience with paging, intercom, and audio-visual systems

• Knowledge and design experience with life safety and security systems, fire alarm, access control, closed-circuit television (CCTV)

• Knowledge of control systems and network components and topology

Responsibilities:

We're looking for a Telecommunications BIM Designer who is excited about working on projects that enable the heart of our clients’ business. Our BIM designers are engaged in the design documentation while being responsible for setup and management of Revit BIM models in coordination with other discipline BIM leads and team members. Working under the direction of telecom discipline leads, this position provides an opportunity to showcase your Revit expertise while maintaining consistency among the design staff in accordance with client standards. Using a mixture of the Revit, Navisworks and AutoCAD software platforms you will create and manage content towards fully coordinated 3D models across all design disciplines (C,S,A,M,E,P,T,I,L) as well as creating 2D construction drawings. This is all accomplished in coordination with other designers, discipline leads, architects and engineers who are all under one “roof”. Using the client's design methods in conjunction with your keen eye for detail and established BIM skills, you will be part of our telecom design team core working to turn the design intent of our senior telecom design team members into constructable deliverables including clash-free 3D models.

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• Administer and operate Microsoft Purview Data Map and Data Catalog environments.
  
• Monitor platform health, scan execution, metadata ingestion, and lineage availability.
  
• Troubleshoot and resolve catalog, scan, and connectivity issues.
  
• Perform routine maintenance, configuration updates, and service optimizations.
  
• Coordinate incident resolution with internal engineering teams and Microsoft support as required.
  

• 
  
• Register, configure, and maintain data sources across Azure, M365, on?prem, and approved third?party platforms.
  
• Configure and schedule metadata scans for supported sources.
  
• Manage authentication for scans using managed identities, service principals, and Key Vault secrets.
  
• Monitor scan performance, failures, and coverage; take corrective action as needed.
  
• Optimize scan frequency and scope to balance cost, performance, and governance coverage.
  

• 
  
• Maintain and enforce enterprise metadata standards within the Purview Catalog.
  
• Manage business metadata, classifications, glossary terms, and custom attributes.
  
• Ensure metadata accuracy, completeness, and consistency across data assets.
  
• Support curation activities including asset certification and publishing.
  
• Resolve duplicate, incomplete, or stale catalog entries.
  

• 
  
• Enable and validate data lineage ingestion from supported data platforms.
  
• Monitor lineage completeness and visibility for critical data assets.
  
• Assist data consumers and stewards with lineage?based impact analysis.
  
• Escalate lineage gaps or tool limitations requiring architectural or engineering remediation.
  

• 
  
• Configure and manage Purview role?based access control (RBAC) within collections.
  
• Provision and maintain access for administrators, data curators, and data stewards.
  
• Enforce domain?based access controls and separation of duties.
  
• Integrate Purview access with Microsoft Entra ID.
  
• Support sensitivity labels and classification alignment with Microsoft Information Protection.
  

• 
  
• Support automated discovery of sensitive data (PII, PCI, PHI).
  
• Assist risk, audit, and compliance teams with catalog evidence and reporting.
  
• Validate scan coverage for regulated data domains.
  
• Support regulatory and audit initiatives (SOX, GLBA, NYDFS, GDPR, etc.).
  

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• Provide operational support to data producers, consumers, and data stewards.
  
• Respond to access requests, catalog issues, and usage questions.
  
• Maintain operational documentation, runbooks, and standard operating procedures.
  
• Support onboarding of new data domains following established governance patterns.
  
• Assist with training and adoption initiatives led by governance or architecture teams.
  

• 
  
• 5+ years experience supporting enterprise data platforms or governance tools and 4+ years hands?on MS Purview experience at enterprise scale.
  
• Hands?on experience administering Microsoft Purview Data Catalog.
  
• Strong understanding of metadata management, data classification, and lineage concepts.
  
• Working knowledge of Azure data services and enterprise data ecosystems.
  
• Experience managing access controls and identities using Microsoft Entra ID.
  
• Familiarity with regulated data environments and compliance requirements.
  
• Strong troubleshooting, operational support, and documentation skills.
  

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• Experience supporting Purview integrations with Synapse, Fabric, Databricks, Snowflake, or SQL Server.
  
• Exposure to financial services or other regulated industries.
  
• Experience with PowerShell, REST APIs, or basic automation for operational tasks.
  
• Prior experience supporting enterprise data governance or stewardship programs.
  

Open date: October 14, 2025

Most recent review date: Friday, Nov 14, 2025 at 11:59pm (Pacific Time)

Applications received after this date will be reviewed by the search committee if the position has not yet been filled.

Final date: Tuesday, Mar 31, 2026 at 11:59pm (Pacific Time)

Applications will continue to be accepted until this date, but those received after the review date will only be considered if the position has not yet been filled.

The Environment

The UC Berkeley Library is an internationally renowned research and teaching facility at one of the nation's premier public universities. A highly diverse and intellectually rich environment, Berkeley serves a campus community of 33,070 undergraduate students, 12,812 graduate students, and 1,525 faculty members. The Library comprises 20 campus libraries, including the Doe Library, the Moffitt Library, the Bancroft Library, the C.V. Starr East Asian Library, and numerous subject specialty libraries. With a collection of more than 12 million volumes and a collections budget of over $15 million, the Library offers extensive resources in all formats and robust services to connect users with the collections and build their research skills.

The Library Data Services Program (LDSP) guides scholars to discover, access, share, and preserve data through dataset acquisition, discovery, and librarian-led instruction and consultations. LDSP works with UC Berkeley librarians and library staff to provide internal professional development and training opportunities to enhance our data management skills and provide data services for our users. LDSP provides data services to all disciplines at UC Berkeley through collaboration with librarians and library staff in the Library's divisions including Arts and Humanities, Instruction Services, Sciences, and Social Sciences.

Responsibilities

The Data Instruction and Outreach Librarian will work in partnership with and under the guidance of the Data Services Librarian in the Library Data Services Program. Librarians and staff in the Library Data Services Program collaborate closely with subject librarians and library staff to provide data support for researchers, faculty, and students who are using data in research, teaching, and learning. This librarian will actively participate in the Library's instruction services-providing consultations, teaching workshops, and designing instructional content.

The Data Instruction and Outreach Librarian will develop and maintain a scaffolded approach to data instruction that includes: supporting novice users, including undergraduate students, who may be unaccustomed to working with data; providing instruction and outreach for the library's licensed datasets and platforms; and collaborating with subject and instruction librarians to teach data literacy, ethics, analysis, and visualization. This position also works to integrate data literacy and data science pedagogical practices into the library's instructional portfolio, with a special focus on undergraduates. Since using AI in data analysis workflows is becoming more common, the librarian will help faculty, researchers, and students use licensed AI tools in conjunction with ethical and legal use of library resources, as well as within the broader University context.

The librarian will engage with the Research Data Management Program. This unique program bridges the UC Berkeley Library and Research IT to conduct outreach related to data management, storage, and sharing. UC Berkeley, through entities like the Library, the College of Computing, Data Science, and Society, the D-Lab, the Berkeley Institute for Data Science, and the Berkeley Initiative for Transparency in the Social Sciences, actively supports the development of research and classroom environments that champion transparency and reproducibility. The successful incumbent will collaborate with these campus partners and librarians to facilitate open research practices and workflows where possible.

UC Berkeley librarians are expected to participate in library-wide planning and governance and work effectively in a shared decision-making environment. Advancement is partially based upon professional contributions beyond the primary assignment; the successful candidate will show evidence or promise of such contributions to the Library, campus, UC System, and profession.

The UC Berkeley Library is committed to supporting and encouraging respect and empathy, and nurturing a culture where all employees thrive. The Library seeks candidates who recognize and appreciate one another's contributions, expertise, and accomplishments and will strive to provide equitable access to a diverse set of collections and services. For more information, please see the UC Berkeley Library Statement of Values.

UC professional librarians are academic appointees and are represented by an exclusive bargaining agent, the University Council - American Federation of Teachers (UC-AFT). This position is in the bargaining unit. Librarians are entitled to appropriate professional development leave, vacation leave, sick leave, and all other benefits granted to non-faculty academic personnel. The University has an excellent retirement system and sponsors a variety of group health, dental, vision, and life insurance plans in addition to other benefits. This is an externally funded appointment.

This position is eligible for some remote work. Exact arrangements are determined in partnership with your supervisor to meet role responsibilities and department needs, and are subject to change.

UC Berkeley Library Website:

UC Berkeley Library statement of values: about/library-values

Advanced degree or enrolled in an advanced degree program.

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• Advanced degree.
  
• Two years of experience providing reference and instructional services in an academic or professional setting.
  

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• Master's degree from an American Library Association (ALA) accredited institution program or equivalent degree.
  
• Demonstrated commitment to the Library's values.
  
• Demonstrated analytical, presentation, and communication skills.
  
• Demonstrated ability to provide effective instruction and training related to digital literacy, artificial intelligence, technology skills, and/or research data management.
  
• Experience working with some languages, platforms, and environments to support interactive, computational research, such as Python, R, Jupyter, GitHub, and/or Unix Shell.
  
• Participation in The Carpentries or other data science education program.
  
• Demonstrated experience working effectively with all staff in a highly collaborative, matrixed environment.
  
• Experience working collaboratively with multiple stakeholders in an academic environment.
  
• Experience accessing, creating, analyzing, or manipulating qualitative and/or quantitative data for academic research purposes. This may include experience with datasets in the sciences (e.g. astronomy, ecology, genomics) or social sciences (e.g., government, financial, survey).
  
• Demonstrated knowledge and application of data ethics including awareness of key topics related to artificial intelligence, data privacy, security, and bias as well as legal uses of licensed and open data.
  

• Curriculum Vitae - Your most recently updated C.V.

  
  

• Cover Letter

  
  

• 3-5 required (contact information only)

Help contact:

UC Berkeley is committed to diversity, equity, inclusion, and belonging in our public mission of research, teaching, and service, consistent with UC Regents Policy 4400 and University of California Academic Personnel policy (APM 210 1-d). These values are embedded in our Principles of Community, which reflect our passion for critical inquiry, debate, discovery and innovation, and our deep commitment to contributing to a better world. Every member of the UC Berkeley community has a role in sustaining a safe, caring and humane environment in which these values can thrive.

The University of California, Berkeley is an Equal Opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, age, or protected veteran status.

For more information, please refer to the University of California's Affirmative Action and Nondiscrimination in Employment Policy and the University of California's Anti-Discrimination Policy.

In searches when letters of reference are required all letters will be treated as confidential per University of California policy and California state law. Please refer potential referees, including when letters are provided via a third party (i.e., dossier service or career center), to the UC Berkeley statement of confidentiality prior to submitting their letter.

As a University employee, you will be required to comply with all applicable University policies and/or collective bargaining agreements, as may be amended from time to time. Federal, state, or local government directives may impose additional requirements.

Unless stated otherwise, unambiguously, in the position description, this position does not include sponsorship of a new consular H-1B visa petition that would require payment of the $100,000 supplemental fee.

As a condition of employment, the finalist will be required to disclose if they are subject to any final administrative or judicial decisions within the last seven years determining that they committed any misconduct.

• 
  
• "Misconduct" means any violation of the policies or laws governing conduct at the applicant's previous place of employment, including, but not limited to, violations of policies or laws prohibiting sexual harassment, sexual assault, or other forms of harassment or discrimination, as defined by the employer.
  
• UC Sexual Violence and Sexual Harassment Policy
  
• UC Anti-Discrimination Policy
  
• APM - 035: Affirmative Action and Nondiscrimination in Employment
  

Introduction

America is building again. Bridges, refineries, power plants, data centers, stadiums. If something large is going up in this country, there is a good chance a crane is involved.

Bigge Crane and Rigging has been part of this country’s infrastructure story since 1916. Over that century, we have grown and reinvented ourselves at every major inflection point in the industry, from the machines we operate to the way we run the business. Today we operate the world’s largest bare rental fleet of rough terrain and lattice crawler cranes, with 1,700 machines working across the United States and 2,000 by the end of 2026.

That same forward-looking instinct now extends to how we sell. Social selling is reshaping how industrial companies reach buyers, and Bigge intends to lead that shift within our industry.

Job Overview

This is a new role at Bigge, created deliberately. We are building a sales function designed to meet buyers where they are, on social media, in their feed, before they ever pick up the phone. The person we hire will have a direct hand in shaping what that function becomes.

Bigge’s marketing team is intentionally lean. That means this role carries real weight. You will work directly alongside the marketing manager, have a genuine voice in how the department operates, and see the impact of your work immediately. This is not a role where you wait to be told what to do. It is a role where you help decide what gets done.

You will own the social production process end to end, from concept and filming to editing and posting. You will also own the full sales cycle, from outbound prospecting and lead generation through to closing both inbound and outbound opportunities. This is not a hand-off role. You generate the interest, you work the pipeline, and you close the deal.

Bigge is privately owned and promotes from within. For the right person, the opportunity to grow here is significant.

Responsibilities

• Own Bigge’s social production process end to end, including concept, filming, editing, and posting across platforms
• Drive sales of new equipment and parts inventory through social media outreach, digital prospecting, and online marketplace platforms
• Collaborate with the marketing manager on content direction, sales messaging, and department priorities
• Build and manage a prospect pipeline using CRM tools
• Execute outbound prospecting via LinkedIn and other platforms to generate and qualify leads, and own the close on every opportunity you create
• Manage and close inbound inquiries generated through your content and marketing activity
• Travel to equipment locations as needed to support the sales process, capture content, and close deals
• Meet defined sales targets tied to equipment and parts revenue

Requirements

• Demonstrated video editing skills, particularly for short-form social content
• A self-starter who thrives in a lean, fast-moving environment and does not need a lot of hand-holding to produce results
• A natural communicator who builds relationships quickly and follows through consistently
• Someone who is driven, competitive, and comfortable owning a number
• Genuine interest in or passion for the construction, crane, or industrial world
• Comfort with social platforms and an instinct for what makes content engage
• Willingness to obtain FAA Part 107 Remote Pilot certification within 3 months of hire, fully covered by Bigge
• 0 to 2 years of formal experience — the right person wins regardless of background
• Nice to have: CRM experience, LinkedIn Sales Navigator, cold outreach, personal brand building

Benefits

• Competitive pay and a matching 401(k) plan
• Vacation, Company Holidays, and Sick Days
• Flexible spending accounts/Health Savings Account
• Reimbursement plan for the company Bring Your Own Device (BYOD) Policy

To Apply

Submit your resume along with a brief explanation of why this role is the right fit for you at this point in your career. If you have social media profiles you have managed, content you have created, or examples of outreach you are proud of, we would love to see them. These are not required but will strengthen your application.

Bigge provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, disability, genetics, military or veteran status.

Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions.

Loloi Rugs is a leading textile brand that designs and crafts rugs, pillows, and throws for the thoughtfully layered home. Family-owned and led since 2004, Loloi is growing more quickly than ever. To date, we’ve expanded our diverse team to hundreds of employees, invested in multiple distribution facilities, introduced thousands of products, and earned the respect and business of retailers and designers worldwide. A testament to our products and our team, Loloi has earned the ARTS Award for “Best Rug Manufacturer” in 2010, 2011, 2015, 2016, 2018, 2023, and 2025.

Security Advisory: Beware of Frauds

Protect yourself from potential fraud and verify the authenticity of any job offer you receive from Loloi. Rest assured that we never request payment or demand any sensitive personal information, such as bank details or social security numbers, at any stage of the recruiting process. To ensure genuine communication, our recruiters will solely reach out to applicants using an @ email address. Your security is of paramount importance to us at Loloi, and we are committed to maintaining a safe and trustworthy hiring experience for all candidates.

We are building a Business Operations Center of Excellence, and we need a Product Data Analyst to serve as the "Guardian of the Golden Record." In this role, you are the absolute owner of product data integrity as it relates to the digital customer experience. You ensure that every item we sell is accurately represented across every touchpoint—from our ERP and PIM to our website storefront and marketing feeds. This is not a data entry role; it is a high-impact technical logic and investigation role. You will work directly with our Data Platform and Software Engineering teams to define business rules, audit data health via complex SQL, and troubleshoot data transmission errors before they impact the customer.

Responsibilities

• Storefront Governance: Serve as the absolute owner of product data integrity within the PIM. Ensure that all storefront-critical attributes (pricing, dimensions, weights, image links) are accurate and standardized for a seamless customer experience.
• Technical Data Auditing: Write and run complex SQL queries against our centralized database to identify anomalies, "orphan" records, and data hygiene issues that need resolution. You will be expected to query across multiple schemas to validate data consistency between systems.
• Feed Logic & Mapping: You will manage the logic of how data translates from our PIM to external endpoints. You will ensure that our products appear correctly on Google Shopping, Meta, Amazon, and other marketplaces by managing feed rules and mapping definitions.
• API Payload Analysis: You will act as the first line of defense for data transmission errors. If a product isn't showing up on the site, you will review the JSON/XML response bodies to determine if it is a data payload error or a software code bug.
• Cross-Functional Impact Analysis: You will act as the gatekeeper for data changes, predicting downstream impacts (e.g., "If Merchandising changes this Category Name, it will break the Finance reporting filter").
• Hygiene Logic Definition: You will partner with our IT/Database team to define automated health checks. You identify the "rot" (bad data patterns), and they implement the database constraints to stop it.

What You Will NOT Do (The Boundaries)

• No Web Development: You are not a Front-End Developer. You do not write HTML, CSS, or React code. You ensure the data powering those components is 100% accurate.
• No Manual Data Entry: Your job is not to copy-paste descriptions. You build the systems, bulk processes, and logic that ensure data quality at scale.
• No Database Administration: You do not manage server uptime or schema changes (IT owns this). You own the quality of the records inside the database.

Intersection with Technical Teams

• With IT (Database Mgmt): IT owns the infrastructure and schema; you own the quality of the data within it. When you identify a systemic issue (e.g., "5,000 orphan records"), you partner with IT to implement the technical fix (scripts/constraints).
• With Software Engineering (Commerce): If a product is missing from the site, you check the data payload. If the data is correct, you hand off to Engineering, confirming it is a code/caching bug rather than a data error.

Experience, Skills, & Ability Requirements

• 5-8 years of experience in Data Management, PIM Administration, or technical eCommerce Operations.
• SQL Proficiency: You are comfortable writing queries beyond simple SELECT *. You should be proficient with CTEs (Common Table Expressions), Window Functions (e.g., Rank, Lead/Lag), Subqueries, and complex Joins to act as a forensic data investigator.
• API Fluency: You can read and understand JSON and XML. You know what a valid payload looks like and can spot formatting errors or missing keys.
• Data Manipulation: You are an expert at handling large datasets (CSVs, Excel) and understand data types, formatting standards, and normalization concepts.
• You love hunting down the root cause of an error. You don't just fix the wrong price; you find out why the price was wrong and build a rule to stop it from happening again.
• You have high standards for accuracy. You understand that a wrong weight in the system means a financial loss on shipping for the business.

Bonus Points (Nice-to-Haves)

• Familiarity with Visio/Lucidchart to visualize data flows.
• Ability to build simple dashboards in Tableau to track data health scores.
• Basic familiarity with Python or R for data manipulation.

What We Offer

• Health, dental, and vision benefits
• Paid parental leave
• 401(k) with employer match
• A culture of meritocracy that fosters ongoing growth opportunities
• A stable, growing family-owned company that looks after its employees

Loloi Rugs does not discriminate on the basis of race, sex, color, religion, age, national origin, marital status, disability, veteran status, genetic information, sexual orientation, gender identity or any other reason prohibited by law in provision of employment opportunities and benefits. We seek a diverse pool of applicants and consider all qualified candidates regardless of race, ancestry, color, gender identity or expression, sexual orientation, religion, national origin, citizenship, disability, Veteran status, marital status, or any other protected status. If you have a special need or disability that requires accommodation, please let us know.

Title: Senior Data Analyst

Duration: Long term

Location: Dallas , TX

Job Description:

Primary responsibilities of the Senior Data Analyst include supporting and analyzing data anomalies for multiple environments including but not limited to Data Warehouse, ODS, Data Replication/ETL Data Management initiatives. The candidate will be in a supporting role and will work closely with Business, DBA, ETL and Data Management team providing analysis and support for complex Data related initiatives. This individual will also be responsible for assisting in initial setup and on-going documentation/configuration related to Data Governance and Master Data Management solutions. This candidate must have a passion for data, along with good SQL, analytical and communication skills.

Responsibilities

• Investigate and Analyze data anomalies and data issues reported by Business
• Work with ETL, Replication and DBA teams to determine data transformations, data movement and derivations and document accordingly
• Work with support teams to ensure consistent and pro-active support methodologies are adhered to for all aspects of data movements and data transformations
• Assist in break fix and production validation as it relates to data derivations, replication and structures
• Assist in configuration and on-going setup of Data Virtualization and Master Data Management tools
• Assist in keeping documentation up to date as it relates to Data Standardization definitions, Data Dictionary and Data Lineage
• Gather information from various Sources and interpret Patterns and Trends
• Ability to work in a team-oriented, fast-paced agile environment managing multiple
• priorities

Qualifications

• 4+ years of SQL experience working in OLTP, Data Warehouse and Big Data databases
• 4+ years of experience working with Exadata and SQL Server databases
• 4+ years in a Data Analyst role
• Strong attention to Detail
• 2+ years writing medium to complex stored procedures a plus
• Ability to collaborate effectively and work as part of a team
• Extensive background in writing complex queries
• Extensive working knowledge of all aspects of Data Movement and Processing, including ETL, API, OLAP and best practices for data tracking
• Good Communication skills
• Self-Motivated
• Works well in a team environment
• Denodo Experience a plus
• Master Data Management a plus
• Big Data Experience a plus (Hadoop, MongoDB)
• Postgres and Cloud Experience a plus

Are you looking for exciting opportunities to lead efforts to model, analyze, and develop state of the art concepts in integrated and layered missile defense involving kinetic and non-kinetic capabilities?

Do you love working in an exciting and collaborative environment to tackle challenging technical problems?

Do you want to have a tangible impact on the world around you and contribute to solving critical challenges that face the country?

If so, we 're looking for someone like you to join our team at APL!

We are seeking a senior engineer (or equivalent background) to help us lead teams to model, analyze, and develop the next generation of solutions to our nation's most challenging missile defense problems. As the threats to our defenses grow, we need creative thinkers and leaders that will push the boundaries of capability to ensure we stay ahead of these threats by thinking outside the box, taking risks, and collaborating across a team of engineers.

As a Senior Missile Defense Systems Modeling and Analysis Engineer...

• Your primary responsibility will be leading teams and writing and using MATLAB to develop and analyze Missile Defense systems.
• You will model, analyze, and lead performance assessments of fielded and conceptual systems and find opportunities for improvement.  You will propose and develop innovative concepts/algorithms to improve US capabilities.
• You will develop presentations to effectively communicate technical recommendations to APL leadership, government sponsors, and the engineering community.
• You will contribute to a dynamic group culture to uphold core values through participation in collaborative teams and activities, as well as a dedication to continual improvement, innovation and risk-taking, and developing high quality products.

You meet our minimum qualifications for the job if you...

• Have a Bachelor's in electrical engineering, physics, mathematics, or equivalent degree 
• Have at least 5+ years of experience in a professional engineering setting with Department of Defense focus
• Have proven experience in leading complex, multi-disciplinary analyses
• Have proficiency using MATLAB, including using Object Oriented capabilities, to conduct modeling and simulation, perform analysis, and create visualizations
• Have proficiency using version control software to develop MATLAB simulations in a team environment
• Excel in a multi-disciplinary team environment
• Are an effective communicator, both written and verbal
• Have or can obtain an Interim Secret security clearance by your start date and can ultimately obtain a Top Secret level security clearance. If selected, you will be subject to a government security investigation and must meet the requirements for access to classified information. Eligibility requirements include U.S. citizenship.

You 'll go above and beyond our minimum requirements if you...

• Have specific domain knowledge of Missile Defense Agency, US Space Force, Navy, and Army sensors, battle management systems, and kinetic and non-kinetic defeat capabilities
• Have proficiency using MATLAB to develop event-driven simulations 
• Have a Top Secret or higher clearance

#LI-KW1

Why Work at APL?

The Johns Hopkins University Applied Physics Laboratory (APL) brings world-class expertise to our nation’s most critical defense, security, space and science challenges. While we are dedicated to solving complex challenges and pioneering new technologies, what makes us truly outstanding is our culture. We offer a vibrant, welcoming atmosphere where you can bring your authentic self to work, continue to grow, and build strong connections with inspiring teammates.

At APL, we celebrate our differences of perspectives and encourage creativity and bold, new ideas. Our employees enjoy generous benefits, including a robust education assistance program, unparalleled retirement contributions, and a healthy work/life balance. APL’s campus is located in the Baltimore-Washington metro area. Learn more about our career opportunities at   

All qualified applicants will receive consideration for employment without regard to race, creed, color, religion, sex, gender identity or expression, sexual orientation, national origin, age, physical or mental disability, genetic information, veteran status, occupation, marital or familial status, political opinion, personal appearance, or any other characteristic protected by applicable law. APL is committed to providing reasonable accommodation to individuals of all abilities, including those with disabilities. If you require a reasonable accommodation to participate in any part of the hiring process, please contact 

The referenced pay range is based on JHU APL’s good faith belief at the time of posting. Actual compensation may vary based on factors such as geographic location, work experience, market conditions, education/training and skill level with consideration for internal parity. For salaried employees scheduled to work less than 40 hours per week, annual salary will be prorated based on the number of hours worked. APL may offer bonuses or other forms of compensation per internal policy and/or contractual designation. Additional compensation may be provided in the form of a sign-on bonus, relocation benefits, locality allowance or discretionary payments for exceptional performance. APL provides eligible staff with a comprehensive benefits package including retirement plans, paid time off, medical, dental, vision, life insurance, short-term disability, long-term disability, flexible spending accounts, education assistance, and training and development. Applications are accepted on a rolling basis.