Engineering Journal Jobs in Chicago Remote

About Us

Clayco is a full-service, turnkey real estate development, master planning, architecture, engineering, and construction firm that safely delivers clients across North America the highest quality solutions on time, on budget, and above and beyond expectations. With $7.6 billion in revenue for 2024, Clayco specializes in the "art and science of building," providing fast track, efficient solutions for industrial, commercial, institutional, and residential related building projects.

About CRG

CRG is a privately held real estate development and investment firm with deep expertise in industrial, office, student housing, land, and data center assets. Since 1993, we’ve developed over 220 million square feet across 12,500 acres, representing more than $14 billion in value. The firm serves clients and investors from headquarters in Chicago and St. Louis, and regional offices in Seattle, Los Angeles, Phoenix, Philadelphia, and Atlanta. CRG manages $2.3 billion in real estate assets across institutional joint ventures and four fund vehicles with over $500 million in AUM. As part of Clayco, a nationally recognized, vertically integrated real estate and construction enterprise, CRG combines the strength and scale of an industry leader with the agility of an entrepreneurial platform.

The Role We Want You For

The Director of Construction is responsible for serving as the main point of contact overseeing the execution of ground-up student housing developments from preconstruction through closeout and stabilization handoff. The Director of Construction will run the owner/architect/contractor meetings, provide answers on behalf of ownership and keep the project team on task including pay application reviews, change order reviews, RFIs and submittals. This role oversees budgets, schedules, contracting strategy, quality, safety, and project controls across a portfolio of active projects, ensuring on-time, on-budget delivery aligned with the company’s design standards, brand, and operational requirements for student move-in.

This leader coordinates internal stakeholders (Development, Design, Finance, Asset Management, Operations/Property Management, Leasing/Marketing) and external partners (GCs, architects, engineers, consultants, municipalities, utilities) to de-risk delivery and drive predictable outcomes.

The Specifics of the Role

• Partner with Development and Design to translate underwriting assumptions into executable construction plans, budgets, and schedules.
• Lead GC/CM selection strategy (RFPs, interviews, scope leveling, bid analysis, buyout approach, qualifications).
• Develop and validate GMPs, construction schedules, logistics plans, and phasing strategies tailored to student housing turnover requirements.
• Manage constructability, value engineering, and scope alignment with brand standards and operational needs (durability, unit turns, amenity performance, life-safety, access control).
• Identify long-lead items and procurement risks early; drive early releases and supply chain strategies.
• Direct all construction activity across assigned projects, typically via third-party GCs/CMs, ensuring compliance with contract documents and company standards.
• Own project controls: schedule adherence, cost forecasting, change management, contingency governance, pay apps, and monthly reporting.
• Lead OAC cadence and executive-level project reviews; escalate risks with clear mitigation plans.
• Review and approve change orders, RFI impacts, submittals (as appropriate), and claims strategy in collaboration with Legal/Finance.
• Maintain strong field presence during critical phases (sitework, structure, enclosure, MEP rough-in, interior build, commissioning, punch, turnover).
• Establish project budgets and cost codes aligned with the company’s reporting standards; manage cash flow and forecast accuracy.
• Implement rigorous change control, ensuring scope clarity and protecting underwriting.
• Proactively manage entitlement/utility/municipal risks with Development and project teams.
• Coordinate insurance, bonding, safety compliance expectations, and risk transfer provisions.
• Enforce quality assurance processes: mockups, benchmarks, inspections, and punchlist discipline.
• Ensure all projects adhere to life-safety, accessibility, and code requirements; support commissioning and systems training.
• Champion jobsite safety culture and performance expectations with GC partners.
• Lead turnover strategy designed around student move-in deadlines (tight punch windows, phased turnover, furniture/FF&E coordination if applicable).
• Coordinate commissioning, inspections, CO/TCO, life-safety certifications, access control integration, and as-builts/O&M delivery.
• Drive closeout completion: warranty tracking, lien waivers, final accounting, and lessons learned.
• Lead, mentor, and develop Project Managers / Owners Reps (as applicable).
• Build a high-performing vendor network (GCs, MEP subs, consultants) and maintain preferred partner relationships.
• Standardize best practices, reporting templates, and construction playbooks across the portfolio.

Requirements

• Bachelor’s degree in Real Estate, Finance, Business, Design, Architecture, Engineering, or a related field
• 4–8+ years of experience in real estate development, preferably with student housing or multifamily projects
• Proven experience managing ground-up development projects exceeding $50MM+ in total cost
• Strong understanding of zoning, entitlements, construction processes, and design, development and finance
• Advanced proficiency in Excel and real estate financial modeling
• Excellent project management, communication, and negotiation skills

Some Things You Should Know

• This position is based in Chicago, IL.
• We work on creative, complex, award-winning, high-profile jobs across the United States.
• The pace is fast!

Why Join Clayco and CRG?

• Join a mission-driven, entrepreneurial team backed by Clayco’s national platform.
• Gain visibility and impact at the highest levels of leadership.
• Be a part of landmark real estate projects across the U.S.
• Work in an innovative culture that values speed, integrity, and excellence.
• 2025 Best Places to Work – St. Louis Business Journal, Los Angeles Business Journal, and Phoenix Business Journal. 2025 ENR Midwest – Midwest Contractor (#1).
• 2025 ENR Top 100 Design-Build Firms – Design-Build Contractor (Top 5).
• 2025 ENR Top 100 Green Contractors – Green Contractor (Top 3).
• 2025 ENR Top 25 Data Center Builders – Data Center Contractor (Top 3).
• RE Journals: 2023 Developer of the Year.
• RE Journals: #1 Midwest Developer (2020 & 2021), Top 4 Midwest Developer (2022–2024).
• : Industrial Influencer (2021, 2022 & 2024).
• : Multifamily Influencer (2023 & 2024).
• Crain’s Chicago Business, NAIOP, , Student Housing Business, , Connect CRE, RE Journals: Award-winning leadership and rising stars across multiple disciplines.

Benefits

• Discretionary Annual Bonus: Subject to company and individual performance.
• Comprehensive Benefits Package Including: Medical, dental and vision plans, 401k, generous PTO and paid company holidays, employee assistance program, flexible spending accounts, life insurance, disability coverage, learning & development programs and more!

Compensation

• The salary range for this position considers a wide range of factors in making compensation decisions including but not limited to: Education, qualifications, skills, training, experience, certifications, internal equity, and location. It is not typical for an individual to be hired at or near the top of the range for the role and compensation decisions are dependent on the facts and circumstances of each case. The Clayco Nationwide salary range for this position is approximately $110,000 - $140,000 +/- annually (not adjusted for location).

About Us

Clayco is a full-service, turnkey real estate development, master planning, architecture, engineering, and construction firm that safely delivers clients across North America the highest quality solutions on time, on budget, and above and beyond expectations. With $7.6 billion in revenue for 2024, Clayco specializes in the "art and science of building," providing fast track, efficient solutions for industrial, commercial, institutional, and residential related building projects.

The Role We Want You For

The Mechanical Preconstruction Manager will participate in all aspects of the preconstruction process for mechanical systems to develop accurate, detailed cost estimates, often based on conceptual or schematic designs with a focus on heavy/ advanced manufacturing, industrial and mission critical projects. This role is expected to interact with engineers, architects, consultants, owner’s representatives, subcontractors, suppliers, a multi-discipline estimating team, senior management, project supervision, and field personnel.

The Specifics of the Role

• Responsible for the collection and distribution of bid documentation relative to RFPs, and solicitation for bid requests using online platform (Autodesk Building Connected).
• Assist in gathering information to complete Bid Qualification and Criteria requirements.
• Attend pre-bid meetings to become familiar with unique project requirements and analyze existing site conditions to determine required scope that is not already indicated.
• Review and interpret project documents to determine job-specific material, equipment, and labor requirements for scope development.
• Prepare written scopes of work for subcontracts and suppliers and coordinate mechanical scopes with the work of other trades (e.g., civil, structural, architectural, electrical, etc.).
• Participate in pre-proposal design coordination meetings to support the development of pricing documents for conceptual estimates.
• Perform constructability analysis of project documents. Communicate design and constructability issues to the project team, while identifying risk elements and appropriate mitigation measures.
• Provide viable design alternatives and value engineering propositions with analysis supporting benefits to initial and life cycle cost, schedule, maintenance, etc.
• Perform quantity survey of mechanical systems and components using digitized software, and apply industry standard labor rates (e.g., MCAA, PHCC, etc.) to develop accurate cost estimates.
• Evaluate vendor and subcontractor for conformance with proposal requirements; level scopes and identify low cost/ best value responses while capturing assumptions, rationale, inclusions, exclusions, etc.
• Prepare estimates used for bidding and budgeting purposes (including self-performed work); participate in internal estimate review process and assist with final recap of estimate for presentation to senior management.
• Support project management tasks, including budgeting, schedule development, interim design review, change order pricing, procurement, value engineering, and vendor selection based on proposal development.
• Coordinate with project teams to evaluate productivity for historical data and schedule/ cost forecasting purposes.
• Maintain and improve supplier and subcontractor database utilizing the company’s prequalification program.
• Supervise junior estimators, estimating assistants and/or Interns, providing training and support in a mentoring capacity and review work products for quality control.
• Assist in the organization and maintenance of estimating software material cost databases to ensure accurate costs are consistently utilized on bids; communicate data on construction and material cost trends affecting project costs to project teams.
• Identify opportunities for improvement in departmental processes, approach, and execution of estimating and preconstruction functions; assist in creating or adopting new tools to maximize productivity with the lowest attendant value of acceptable risk.

Requirements

• Bachelor’s Degree in Mechanical Engineering, or other Engineering discipline, Construction Management, or related field, or a combination of education (including trade schools) and professional experience.
• 5-10 years of experience in preconstruction/estimating with a focus on mechanical systems (i.e., Fire Protection, HVAC, Plumbing, Piping).
• Exhibits inclusive leadership and teamwork behavior, and values diverse perspectives from team members.
• Demonstrated experience in the successful management of bidding process for conceptual estimates with a preferred emphasis on heavy/ advanced manufacturing, industrial and mission critical markets.
• Working knowledge of codes and standards applicable to the design and installation of mechanical systems.
• Working knowledge of construction contract language and terms in addition to various contractual delivery methods (e.g., negotiated, hard bid, design assist, GMP, etc.)
• Possesses strong technical writing, math and computer skills with proficiency using standard office software applications such as Bluebeam, Microsoft Excel, Word, and PowerPoint to support estimating efforts.
• Proficiency using estimating software with a preference for Trimble products.

Some Things You Should Know

• Our clients and projects are nationwide – Travel will be required.
• No other builder can offer the collaborative design-build approach that Clayco does.
• We work on creative, complex, award-winning, high-profile jobs.
• The pace is fast!

Why Clayco?

• 2025 Best Places to Work – St. Louis Business Journal, Los Angeles Business Journal, and Phoenix Business Journal.
• 2025 ENR Midwest – Midwest Contractor (#1).
• 2025 ENR Top 100 Design-Build Firms – Design-Build Contractor (Top 5).
• 2025 ENR Top 100 Green Contractors – Green Contractor (Top 3).
• 2025 ENR Top 25 Data Center Builders – Data Center Contractor (Top 3).

Benefits

• Discretionary Annual Bonus: Subject to company and individual performance.
• Comprehensive Benefits Package Including: Medical, dental and vision plans, 401k, generous PTO and paid company holidays, employee assistance program, flexible spending accounts, life insurance, disability coverage, learning & development programs and more!

Compensation

• The salary range for this position considers a wide range of factors in making compensation decisions including but not limited to: Education, qualifications, skills, training, experience, certifications, internal equity, and location. It is not typical for an individual to be hired at or near the top of the range for the role and compensation decisions are dependent on the facts and circumstances of each case. The Clayco Nationwide salary range for this position is approximately $90,000 - $130,000 +/- annually (not adjusted for location).

About Us

Clayco is a full-service, turnkey real estate development, master planning, architecture, engineering, and construction firm that safely delivers clients across North America the highest quality solutions on time, on budget, and above and beyond expectations. With $7.6 billion in revenue for 2024, Clayco specializes in the "art and science of building," providing fast track, efficient solutions for industrial, commercial, institutional, and residential related building projects.

About CRG

CRG is a privately held real estate development and investment firm with deep expertise in industrial, office, student housing, land, and data center assets. Since 1993, we’ve developed over 220 million square feet across 12,500 acres, representing more than $14 billion in value. The firm serves clients and investors from headquarters in Chicago and St. Louis, and regional offices in Seattle, Los Angeles, Phoenix, Philadelphia, and Atlanta. CRG manages $2.3 billion in real estate assets across institutional joint ventures and four fund vehicles with over $500 million in AUM. As part of Clayco, a nationally recognized, vertically integrated real estate and construction enterprise, CRG combines the strength and scale of an industry leader with the agility of an entrepreneurial platform.

The Role We Want You For

The Development Manager is responsible for overseeing the full lifecycle of ground-up student housing development projects, from site identification and underwriting through entitlements, design, financing, construction, and delivery. This role works cross-functionally with acquisitions, design, construction, finance, and asset management teams to execute projects that align with the company’s investment strategy, brand standards, and financial objectives.

The Specifics of the Role

• Manage multiple student housing development projects simultaneously from concept through stabilization
• Coordinate due diligence activities including market studies, zoning analysis, environmental reports, and site feasibility
• Lead entitlement and approval processes with municipalities, universities, and community stakeholders
• Oversee project schedules, budgets, and critical milestones to ensure timely and cost-effective delivery
• Prepare and refine detailed development budgets, pro formas, and sensitivity analyses
• Partner with finance and capital markets teams to support debt and equity sourcing
• Monitor development costs and cash flows throughout the project lifecycle
• Manage and collaborate with architects, engineers, designers, and consultants to ensure brand consistency and market-appropriate design
• Coordinate closely with construction management teams to align design intent, budget, and constructability
• Review and approve plans, specifications, change orders, and major cost items
• Oversee interior design and FFE implementation
• Serve as a primary point of contact for joint venture partners, consultants, lenders, and public officials
• Support university outreach and public-private partnership initiatives when applicable
• Present development updates and investment materials to internal leadership and external partners
• Analyze student housing market trends, competitive properties, and enrollment data
• Assist in defining unit mix, amenity packages, and pricing strategy to maximize project performance
• Collaborate with leasing and operations teams to ensure a smooth transition from development to operations

Requirements

• Bachelor’s degree in Real Estate, Finance, Business, Design, Architecture, Engineering, or a related field
• 4–8+ years of experience in real estate development, preferably with student housing or multifamily projects
• Proven experience managing ground-up development projects exceeding $50MM+ in total cost
• Strong understanding of zoning, entitlements, construction processes, and design, development and finance
• Advanced proficiency in Excel and real estate financial modeling
• Excellent project management, communication, and negotiation skills

Some Things You Should Know

• This position is based in Chicago, IL.
• We work on creative, complex, award-winning, high-profile jobs across the United States.
• The pace is fast!

Why Join Clayco and CRG?

• Join a mission-driven, entrepreneurial team backed by Clayco’s national platform.
• Gain visibility and impact at the highest levels of leadership.
• Be a part of landmark real estate projects across the U.S.
• Work in an innovative culture that values speed, integrity, and excellence.
• 2025 Best Places to Work – St. Louis Business Journal, Los Angeles Business Journal, and Phoenix Business Journal. 2025 ENR Midwest – Midwest Contractor (#1).
• 2025 ENR Top 100 Design-Build Firms – Design-Build Contractor (Top 5).
• 2025 ENR Top 100 Green Contractors – Green Contractor (Top 3).
• 2025 ENR Top 25 Data Center Builders – Data Center Contractor (Top 3).
• RE Journals: 2023 Developer of the Year.
• RE Journals: #1 Midwest Developer (2020 & 2021), Top 4 Midwest Developer (2022–2024).
• : Industrial Influencer (2021, 2022 & 2024).
• : Multifamily Influencer (2023 & 2024).
• Crain’s Chicago Business, NAIOP, , Student Housing Business, , Connect CRE, RE Journals: Award-winning leadership and rising stars across multiple disciplines.

Benefits

• Discretionary Annual Bonus: Subject to company and individual performance.
• Comprehensive Benefits Package Including: Medical, dental and vision plans, 401k, generous PTO and paid company holidays, employee assistance program, flexible spending accounts, life insurance, disability coverage, learning & development programs and more!

Compensation

• The salary range for this position considers a wide range of factors in making compensation decisions including but not limited to: Education, qualifications, skills, training, experience, certifications, internal equity, and location. It is not typical for an individual to be hired at or near the top of the range for the role and compensation decisions are dependent on the facts and circumstances of each case. The Clayco Nationwide salary range for this position is approximately $110,000 - $140,000 +/- annually (not adjusted for location).

About Us

Clayco is a full-service, turnkey real estate development, master planning, architecture, engineering, and construction firm that safely delivers clients across North America the highest quality solutions on time, on budget, and above and beyond expectations. With $7.6 billion in revenue for 2024, Clayco specializes in the "art and science of building," providing fast-track, efficient solutions for industrial, commercial, institutional, and residential-related building projects.

The Role We Want You For

As a Preconstruction Cost Manager, you will be assisting in the development and management of the project financial strategy within the Preconstruction Phase. You will be working directly with the EVP of Preconstruction and Procurement Strategy, Project Executives and Preconstruction Group in monitoring preconstruction cost spends and developing staff, general conditions and general requirement monitors for our Project pursuits. You will be responsible for generating and maintaining reports that provide information to Preconstruction and Cost Controls leadership, work with the management team to identify variances, risks and maintain quality control processes to improve preconstruction cost procedures and ensuring conformity with management's strategy.

The Specifics of the Role

• Works with all preconstruction disciplines to ensure understanding of preconstruction budget targets.
• Review project documents and specifications to co-develop general conditions, general requirements and preconstruction plans for submission to bid to our clients.
• Update and reporting to management current preconstruction staff spend including project costs which are reimbursable to our clients under a preconstruction agreement.
• Works closely with the accounting department to ensure the correct integration of all information needed to ensure accuracy in billings, payment applications, change orders, direct cost, etc.
• Works closely with the project management team, executive management personnel, subcontractors, as well as occasional contact with clients.
• Responsible for cost engineering, cost estimation, cost analysis, and control activities for projects with significant non-routine requirements or for proposal estimating activities which require a moderate degree of technical skill and experience.
• Ensuring quality, accuracy, consistency, spend profile, performing change management, and transparency in all cost management deliverables.
• Take ownership of the cost control function and ensure integrity of the cost and forecast reporting.

Requirements

• Bachelor Degree in Business Administration, Engineering, or Construction Management, or related degree.
• 5-10 years of Project Cost experience.
• Minimum 4 years of experience in the construction industry.
• Knowledge of project development stages, procurement, project controls, and construction execution practices is required.
• Working knowledge of applicable computer software such as PMWeb or similar project portfolio management software, DataServ, Excel, JD Edwards, or related software programs.
• Effective problem-solving skills.
• Results oriented and deliver on customer commitments.
• PMP certification desirable.

Some Things You Should Know

• To serve our Clients in our Chicago or St. Louis office – some travel will be required
• No other builder can offer the collaborative design-build approach that Clayco does.
• We work on creative, complex, award-winning, high-profile jobs.
• The pace is fast!

Why Clayco?

• 2025 Best Places to Work – St. Louis Business Journal, Los Angeles Business Journal, and Phoenix Business Journal.
• 2025 ENR Midwest – Midwest Contractor (#1).
• 2025 ENR Top 100 Design-Build Firms – Design-Build Contractor (Top 5).
• 2025 ENR Top 100 Green Contractors – Green Contractor (Top 3).
• 2025 ENR Top 25 Data Center Builders - Data Center Contractor (Top 3).

Benefits

• Discretionary Annual Bonus: Subject to company and individual performance.
• Comprehensive Benefits Package Including: Medical, dental and vision plans, 401k, generous PTO and paid company holidays, employee assistance program, flexible spending accounts, life insurance, disability coverage, learning & development programs and more!

Compensation

• The salary range for this position considers a wide range of factors in making compensation decisions including but not limited to: Education, qualifications, skills, training, experience, certifications, internal equity, and location. It is not typical for an individual to be hired at or near the top of the range for the role and compensation decisions are dependent on the facts and circumstances of each case. The Clayco Nationwide salary range for this position is approximately $90,000 - $125,000 +/- annually (not adjusted for location).

About Us

Clayco is a full-service, turnkey real estate development, master planning, architecture, engineering, and construction firm that safely delivers clients across North America the highest quality solutions on time, on budget, and above and beyond expectations. With $7.6 billion in revenue for 2024, Clayco specializes in the "art and science of building," providing fast track, efficient solutions for industrial, commercial, institutional, and residential related building projects.

The Role We Want You For

As a Senior Preconstruction Engineer, you will drive the bidding process for construction projects by crafting precise conceptual and hard dollar estimates, developing proposals, and managing subcontractor bids. You will ensure the accuracy and completeness of all project documents, perform quantity take-offs, conduct constructability reviews, and implement value engineering analyses. Your contributions will be crucial in shaping departmental strategies and fostering continuous improvement.

The Specifics of the Role

• Proposal Preparation: Collaborate with the Preconstruction team to deliver accurate proposals across various business units, including Commercial, Industrial, Institutional, and Residential sectors.
• Quantity Take-Offs: Perform detailed quantity take-offs for specific scopes of work to support accurate estimating.
• Subcontractor Management: Oversee the solicitation process for subcontractor bids, build and nurture relationships with subcontractors, and maintain a comprehensive master list of subcontractors/vendors.
• Bid Evaluation: Prepare and analyze Bid Evaluation sheets to ensure competitive and fair bidding processes.
• Schedule and Conditions Review: Evaluate project schedules, assist in drafting General Conditions, and contribute to the final assembly of estimates for presentation to owners.
• Handoff and Support: Facilitate a seamless transition of estimates, bid information, drawings, and specifications to Project Management, and assist Project Managers with contract negotiations, change orders, and other project needs.
• Historical Data Management: Develop and maintain historical data on unit prices to inform future estimating and bidding processes.

Requirements

• Education: Bachelor’s Degree in Construction Management, Civil Engineering, Architecture, or a related field.
• Experience: 3-5 years of estimating experience in commercial construction, with a strong track record in project bidding and management.
• Technical Skills: Deep understanding of building construction, materials, systems, and market conditions. Proficiency in estimating and quantity takeoff software.
• Software Proficiency: Skilled in Microsoft Office Suite.
• Analytical Skills: Strong conceptual abilities with a knack for working with limited information, and proven technical skills in mathematical calculations.
• Meeting Experience: Experience participating in Preconstruction meetings and collaborating with cross-functional teams.

Some Things You Should Know

• No other builder can offer the collaborative design-build approach that Clayco does.
• We work on creative, complex, award-winning, high-profile jobs.
• The pace is fast!

Why Clayco?

• 2025 Best Places to Work – St. Louis Business Journal, Los Angeles Business Journal, and Phoenix Business Journal.
• 2025 ENR Midwest – Midwest Contractor (#1).
• 2025 ENR Top 100 Design-Build Firms – Design-Build Contractor (Top 5).
• 2025 ENR Top 100 Green Contractors – Green Contractor (Top 3).
• 2025 ENR Top 25 Data Center Builders – Data Center Contractor (Top 3).

Benefits

• Discretionary Annual Bonus: Subject to company and individual performance.
• Comprehensive Benefits Package Including: Medical, dental and vision plans, 401k, generous PTO and paid company holidays, employee assistance program, flexible spending accounts, life insurance, disability coverage, learning & development programs and more!

Compensation

• The salary range for this position considers a wide range of factors in making compensation decisions including but not limited to: Education, qualifications, skills, training, experience, certifications, internal equity, and location. It is not typical for an individual to be hired at or near the top of the range for the role and compensation decisions are dependent on the facts and circumstances of each case. The Clayco Nationwide salary range for this position is approximately $80,000 - $90,000 +/- annually (not adjusted for location).

*At Securian Financial the internal position title is Data Science Sr Con.*

Position Overview

As a Lead Data Scientist at Securian Financial, you are a recognized expert and technical leader within the organization. You will apply deep analytical and machine learning expertise to solve complex enterprise problems while shaping the technical direction of data science and AI initiatives. You seek to understand first, build scalable solutions that drive strategic growth and value, and thrive in a collaborative, teamwork-oriented environment.

You will play a key role in advancing our enterprise AI and advanced analytics capabilities, influencing tooling standards, MLOps practices, and responsible AI adoption across the organization. Our company values innovation, collaboration, and excellence, and we offer a supportive and inclusive environment where diverse perspectives are encouraged and professional growth is prioritized.

Key Responsibilities

• Design, develop, and productionize advanced machine learning and AI models in partnership with data engineering and software engineering teams.

• Establish and promote MLOps best practices, including experiment tracking, model versioning, reproducibility, CI/CD, and model monitoring using tools such as MLflow and DSpy.

• Lead the design and evaluation of AI and generative AI solutions, including LLM-based systems, and agent-based workflows.

• Collaborate with cross-functional team to identify, prioritize, and deliver high-impact, data-driven solutions.

• Communicate complex analytical and model-driven insights to technical and non-technical audiences through clear narratives, reports, and presentations.

• Ensure model quality, robustness, and regulatory alignment through rigorous testing, validation, and explainability techniques.

• Drive adoption of enterprise standards for data science, machine learning, and responsible AI.

• Identify opportunities for process improvements and automation using advanced analytics and AI techniques.

• Lead and mentor more junior data scientists, providing guidance and support in their professional development while working on projects.

Preferred Qualifications

• A Master's or PhD degree in Data Science, Computer Science, Statistics, Mathematics, or a related field.

• At least 5 years of experience in data science or a related field, with a minimum of 2 years in a project leadership role.

• Experience building and deploying production solutions

• Experience with MLOps tools and practices, including MLflow (or similar) for experiment tracking and model management.

• 2+ years of experience in Insurance, actuarial, or a related field

• Proficiency in programming languages such as Python

• Strong expertise in machine learning frameworks and libraries (e.g., TensorFlow, PyTorch, Scikit-learn).

• Experience with cloud platforms (e.g., AWS, Azure, Google Cloud).

• Solid understanding of statistical analysis, data visualization, data wrangling techniques, NLP approaches, ML model selection.

• Solid understanding of model approaches to satisfy regulatory requirements regarding explainability/interpretability of advanced AI/ML models

• Excellent problem-solving skills and the ability to think critically and analytically.

• Strong communication and presentation skills, with the ability to convey complex concepts to non-technical audiences.

• Demonstrated ability to manage multiple projects and prioritize tasks effectively.

• A passion for continuous learning and staying current with industry trends and developments.

Preferred Skills

• Experience with natural language processing (NLP), LLMs, prompt engineering, and advanced ML models.

• Familiarity with modern ML debugging, evaluation, and optimization tools such as DSpy or equivalent.

• Knowledge of responsible AI practices, including bias detection, fairness assessment, and model risk management.

• Knowledge of data governance and data privacy regulations.

• Background in finance, healthcare, or other specialized industries.

#LI-hybrid **This position will be in a hybrid working arrangement.**

Securian Financial believes in hybrid work as an integral part of our culture. Associates get the benefit of working both virtually and in our offices. If you're in a commutable distance (90 minutes), you'll join us 3 days each week in our offices to collaborate and build relationships. Our policy allows flexibility for the reality of business and personal schedules.

The estimated base pay range for this job is:

Pay may vary depending on job-related factors and individual experience, skills, knowledge, etc. More information on base pay and incentive pay (if applicable) can be discussed with a member of the Securian Financial Talent Acquisition team.

Be you. With us. At Securian Financial, we understand that attracting top talent means offering more than just a job - it means providing a rewarding and fulfilling career. As a valued member of our high-performing team, we want you to connect with your work, your relationships and your community. Enjoy our comprehensive range of benefits designed to enhance your professional growth, well-being and work-life balance, including the advantages listed here:

Paid time off:

• We want you to take time off for what matters most to you. Our PTO program provides flexibility for associates to take meaningful time away from work to relax, recharge and spend time doing what's important to them. And Securian Financial rewards associates for their service by providing additional PTO the longer you stay at Securian.

• Leave programs: Securian's flexible leave programs allow time off from work for parental leave, caregiver leave for family members, bereavement and military leave.

• Holidays: Securian provides nine company paid holidays.

Company-funded pension plan and a 401(k) retirement plan: Share in the success of our company. Securian's 401(k) company contribution is tied to our performance up to 10 percent of eligible earnings, with a target of 5 percent. The amount is based on company results compared to goals related to earnings, sales and service.

Health insurance: From the first day of employment, associates and their eligible family members - including spouses, domestic partners and children - are eligible for medical, dental and vision coverage.

Volunteer time: We know the importance of community. Through company-sponsored events, volunteer paid time off, a dollar-for-dollar matching gift program and more, we encourage you to support organizations important to you.

Associate Resource Groups: Build connections, be yourself and develop meaningful relationships at work through associate-led ARGs. Dedicated groups focus on a variety of interests and affinities, including:

• Mental Wellness and Disability

• Pride at Securian Financial

• Securian Young Professionals Network

• Securian Multicultural Network

• Securian Women and Allies Network

• Servicemember Associate Resource Group

For more information regarding Securian's benefits, please review our Benefits page.

This information is not intended to explain all the provisions of coverage available under these plans. In all cases, the plan document dictates coverage and provisions.

Securian Financial Group, Inc. does not discriminate based on race, color, religion, national origin, sex, gender, gender identity, sexual orientation, age, marital or familial status, pregnancy, disability, genetic information, political affiliation, veteran status, status in regard to public assistance or any other protected status. If you are a job seeker with a disability and require an accommodation to apply for one of our jobs, please contact us by email at , by telephone (voice), or 711 (Relay/TTY).

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Machine Learning Engineer | Python | Pytorch | Distributed Training | Optimisation | GPU | Hybrid, San Jose, CA

Title: Machine Learning Engineer

Location: San Jose, CA

Responsibilities:

• Productize and optimize models from Research into reliable, performant, and cost-efficient services with clear SLOs (latency, availability, cost).
• Scale training across nodes/GPUs (DDP/FSDP/ZeRO, pipeline/tensor parallelism) and own throughput/time-to-train using profiling and optimization.
• Implement model-efficiency techniques (quantization, distillation, pruning, KV-cache, Flash Attention) for training and inference without materially degrading quality.
• Build and maintain model-serving systems (vLLM/Triton/TGI/ONNX/TensorRT/AITemplate) with batching, streaming, caching, and memory management.
• Integrate with vector/feature stores and data pipelines (FAISS/Milvus/Pinecone/pgvector; Parquet/Delta) as needed for production.
• Define and track performance and cost KPIs; run continuous improvement loops and capacity planning.
• Partner with ML Ops on CI/CD, telemetry/observability, model registries; partner with Scientists on reproducible handoffs and evaluations.

Educational Qualifications:

• Bachelors in computer science, Electrical/Computer Engineering, or a related field required; Master’s preferred (or equivalent industry experience).
• Strong systems/ML engineering with exposure to distributed training and inference optimization.

Industry Experience:

• 3–5 years in ML/AI engineering roles owning training and/or serving in production at scale.
• Demonstrated success delivering high-throughput, low-latency ML services with reliability and cost improvements.
• Experience collaborating across Research, Platform/Infra, Data, and Product functions.

Technical Skills:

• Familiarity with deep learning frameworks: PyTorch (primary), TensorFlow.
• Exposure to large model training techniques (DDP, FSDP, ZeRO, pipeline/tensor parallelism); distributed training experience a plus
• Optimization: experience profiling and optimizing code execution and model inference: (PTQ/QAT/AWQ/GPTQ), pruning, distillation, KV-cache optimization, Flash Attention
• Scalable serving: autoscaling, load balancing, streaming, batching, caching; collaboration with platform engineers.
• Data & storage: SQL/NoSQL, vector stores (FAISS/Milvus/Pinecone/pgvector), Parquet/Delta, object stores.
• Write performant, maintainable code
• Understanding of the full ML lifecycle: data collection, model training, deployment, inference, optimization, and evaluation.

Machine Learning Engineer | Python | Pytorch | Distributed Training | Optimisation | GPU | Hybrid, San Jose, CA