Collaborative Filtering For Implicit Feedback Datasets Jobs in Usa

Hours: 40 hours - Fulltime

Overview:
Join our dedicated Pharmacy Services team at Mercy, where you’ll play a vital role in ensuring safe, effective, and timely medication therapy for our patients. As a Pharmacist, you’ll oversee medication preparation and dispensing, verify orders, and collaborate with healthcare professionals to optimize patient outcomes. This role is ideal for someone passionate about clinical pharmacy, patient care, and continuous professional development.

Pharmacy Services:

• Oversee the preparation, labeling, dispensing, and delivery of medications.

• Review and verify medication orders for appropriate dosing, scheduling, route, and potential interactions.

• Identify and resolve medication-related issues through direct collaboration with physicians.

• Supervise pharmacy technicians and support staff to ensure accuracy and timeliness.

• Prioritize daily tasks to meet patient and departmental needs.

• Provide drug information and education to patients, families, and healthcare professionals.

• Respond to complex medication inquiries and reactions from clinical staff.

• Practice Medication Therapy Services through patient assessments and therapy recommendations.

Training & Development:

• Participate in orientation and training for pharmacists, technicians, residents, and students.

• Engage in ongoing professional development and educational activities.

• Foster a collaborative environment by welcoming feedback and contributing to team goals.

Education:

• Bachelor of Science (BS) or Doctor of Pharmacy (PharmD) degree from a School or College of Pharmacy accredited by the Accreditation Council for Pharmacy Education (ACPE)

Licensure:

• Current pharmacist license from applicable State Board of Pharmacy

Experience:

• Previous retail experience preferred but not required

From day one, Mercy offers outstanding benefits - including medical, dental, and vision coverage, paid time off, tuition support, and matched retirement plans for team members working 32+ hours per pay period.

Join a caring, collaborative team where your voice matters. At Mercy, you'll help shape the future of healthcare through innovation, technology, and compassion. As we grow, you'll grow with us.

With a passion for life

Join our diverse teams of passionate people and a career that allows you to develop both personally and professionally. At Getinge we exist to make life-saving technology accessible for more people. To make a true difference for our customers - and to save more lives, we need team players, forward thinkers, and game changers.

Are you looking for an inspiring career? You just found it.

Paragonix Technologies markets organ transportation devices that safeguard organs during the journey between donor and recipient patients. Our devices incorporate clinically proven and medically trusted cold preservation techniques in a novel suspension system to provide unprecedented physical and thermal protection. Our product portfolio spans cardiac, thoracic, and abdominal preservation devices to improve donor organ quality and extend donor organ transport time.

Position Overview:

This commercial role will report directly to the Area Sales Director. This position will be primarily responsible for sales results & clinical account management within assigned Organ Procurement Organizations. Sales results include direct account sales as well as driving transplant center demand via consignment and collaboration with territory managers on product pull through. Successful collaboration across the national sales, logistics and clinical teams is critical to success in this role.

This role is a variable leveled role, dependent on experience and performance. Applicable Job Titles for this role include Strategic Account Specialist & Strategic Account Manager.

Primary responsibilities will include:

• 
  
• Achieve a minimum of 100% monthly, quarterly, and annual quota.
  
• Maintain and/or increase ASP where applicable, gain market share quarter over quarter and year over year within aligned territory.
  
• Serving as the in-person face and primary representative of Paragonix to the OPO.
  
• Differentiate Paragonix products & services, from the current standard of care and competitive products. Call points will include but are not limited to OPOs, adult and pediatric transplant surgeons, medical directors, medical transplant physicians, fellows, transplant administration and Csuite.
  
• Closely monitor all cases within assigned OPO for quality, customer experience and staff competence. Provide escalation trouble shooting as needed or requested.
  
• Develop and leverage relationships with multiple stakeholders across the transplant eco-system, including but not limited to: OPO leadership, AOCs, Preservationists, Perfusionists, buyers and inventory managers. Transplant center Surgeons, especially Kidney Surgeons.
  
• Differentiate Paragonix products by discussing clinical data; conducting in-services & training; attending local, regional, and national conferences, and supporting cases on a regular basis.
  
• Cross-sell Paragonix full product portfolio
  
• Communicate territory needs, trends, and problems to Area Director.
  
• Providing guidance and recommendations to medical transplant teams in the proper, safe, and effective use of highly specialized organ preservation equipment for use in organ transplant procedures. This position requires highly specialized knowledge of the organ preservation device and the ability to make
  

quick, independent decisions and provide independent guidance on the proper and effective use of the organ preservation equipment.

• 
  
• Responsible for guidance and recommendations on the use of the Paragonix App and training customers to enable the safe and effective use of organ preservation equipment on a case-by-case basis to meet their particular circumstances.
  
• Provide guidance and recommendations to medical teams with case support on usage of organ preservation devices and associated applications on an independent, case-by-case basis in matters of time-critical transplant situations in order to gain incremental business.
  
• Collaborates with and provides feedback to Product team, Clinical team, Logistics team and local sales teams as required.
  
• Required to maintain supply of field inventory as needed by Paragonix for local OPO back-up.
  
• OPO owned and consigned inventory management across all products.
  
• Case support coverage for assigned OPOs as designated by customer or management request.
  
• In person & remote customer training and education for all Paragonix devices.
  
• May be responsible for providing field intelligence reports on competitive activity, changes in markets, distribution, and pricing, as well as input on customer preferences and product features.
  
• Cost effectively manage time and assets.
  
• Maintain proficient level of product knowledge in all assigned product lines Required Skills:
  

Strong clinical understanding of the transplant system. Solid OPO knowledge, organization, communication and fundamental understanding of transplant clinical considerations and operations. Ability to communicate effectively and train others. Project, relationship and account management. Leading through influence.

Other Requirements:

• 
  
• This role is a remote (US), field based position with expectations of regular in-person sales & clinical support in OPOs and hospitals.
  
• Must be willing to travel domestic and/or internationally, including overnights and air travel, up to 75% of the time.
  
• Must be willing to be available after-hours and formally on-call related to the nature of conducting clinical support in the transplant space. Primary for clinical escalation coverage at assigned OPOs as needed (including holidays, weekend, evenings).
  
• Must be able to carry bulky items up to 30 lbs, stand for extended periods of time and prolonged, unpredictable hours in high stress environments such as operating rooms.
  
• Excellent with interpersonal, customer service, clinical and technical skills.
  

Minimum Education:

• 
  
• Minimum B.A./B.S.or equivalent education or experience in related field Minimum Experience:
  
• At least 3 years of OPO, Transplant, Medical Device experience, Nursing or equivalent experience
  

Preferred Qualifications:

• 
  
• 
  
  • 
    
  • At least 2 years of Paragonix clinical experience.
    
  • Sales Experience
    
  • Account Management Experience
    
  • Previous OPO Preservationist or perfusionist.
    
  
  
  

Salary Range: Total comp of $260k (including base of $85k plus target incentive)

#LI-LG1

About us

With a firm belief that every person and community should have access to the best possible care, Getinge provides hospitals and life science institutions with products and solutions aiming to improve clinical results and optimize workflows. The offering includes products and solutions for intensive care, cardiovascular procedures, operating rooms, sterile reprocessing and life science. Getinge employs over 12,000 people worldwide and the products are sold in more than 135 countries.

Benefits at Getinge:

At Getinge, we offer a comprehensive benefits package, which includes:

• 
  
• Health, Dental, and Vision insurance benefits
  
• 401k plan with company match
  
• Paid Time Off
  
• Wellness initiative & Health Assistance Resources
  
• Life Insurance
  
• Short and Long Term Disability Benefits
  
• Health and Dependent Care Flexible Spending Accounts
  
• Commuter Benefits
  
• Parental and Caregiver Leave
  
• Tuition Reimbursement
  

Getinge is an equal opportunity employer and all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, pregnancy, genetic information, national origin, disability, protected veteran status or any other characteristic protected by law.Reasonable accommodations are available upon request for candidates taking part in all aspects of the selection process.

Amplitel Technologies is a security-focused Managed Service Provider (MSP) based in Northeast Wisconsin. We serve government agencies, municipalities, manufacturing firms, and highly regulated businesses with secure, transparent, high-quality technical solutions. We are looking for a hands-on, client-focused Service Delivery Manager to oversee IT service delivery and ensure operational excellence through the delivery of high-quality, responsive support to our customers. This is an on-site opportunity located in Kaukauna, WI.

We’ll provide:

• Generous benefits package including health/dental/vision insurance, PTO, and Simple IRA
• Quarterly Incentive opportunities
• Additional perks including a gym membership and IT training reimbursement
• Predictable set schedule of 7:45am - 4:45pm to help promote work/life balance
• A collaborative environment that provides feedback on a regular basis
• Salary of $70k+ based on experience

What you’ll do:

• Oversee day-to-day service operations, drive process improvement initiatives, and collaborate closely with projects to ensure legendary client experiences
• Monitor service delivery against SLAs, analyze metrics, and ensure compliance using tools and SOPs
• Ensure managed environments are fully maintained with appropriately supported updates, patches and/or service packs in line with system maintenance policies
• Monitor ticket queues and assign work to team members, and ensure escalation procedures are followed
• Lead and support the IT Service Teams by providing resources, coaching, and professional development.
• Oversee scheduling, timesheets, on-call rotations, and vacation requests
• Act as an escalation point for client interactions as needed to direct to the appropriate operational resources
• Complete post incident investigation and reporting for internal and client facing perspectives and action plans for future prevention of further incidents

Skills You’ll Need:

• Proven work experience as a Service Delivery Manager or similar role that involved coaching, developing and motivating staff
• Strong leadership and team management skills with a focus on accountability and process adherence
• Experience driving KPI’s/metrics/allocating resources
• Strong understanding of computer systems, mobile devices, network infrastructure and other IT related services

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• 
  
• Operates various hand tools, such as pliers, vice grips, hammers, squares, chisels, and screwdrivers, and power tools, such as grinders, drills, come-a-longs, saws, hydraulic knock-outs, and hydraulic jacks, to fit filter units.
  
• Uses TIG welding to put together parts of a filter unit.
  
• Reads blueprints to know how to fit metal parts together.
  
• Measures and uses math skills to accurately place parts and drill holes.
  
• Operates a crane or hand truck to move filter units.
  
• Performs minor maintenance on the welding machines.
  
• Performs housekeeping duties in the welding area.
  
• Performs other duties as assigned by management.
  

• 
  
• Must successfully pass an AAF TIG Welding test.
  
• Must be capable of learning to build any product from a blueprint with minimal assistance.
  
• May be required to obtain a crane operator's license.
  
• Strong written and verbal communication skills.
  
• Various welding skills are needed.
  
• Skill is needed to be able to operate hand and power tools.
  

This position will cross train in commercial refrigeration case maintenance and HVAC preventative maintenance. This is a permanent, full-time position with the largest HVAC preventative maintenance company in the country!

Why Join BFC Solutions?

• Weekly pay

• 401(k) with employer matching

• Health, dental, and vision insurance

• Company vehicle and company-provided cell phone

• Paid time off and 8 paid holidays

• Excellent advancement opportunities

• Paid training

• Tools, uniforms, and supplies provided

What You Will Do:

• Clean and maintain refrigeration and display cases in retail and commercial environments

• Replace air filters and perform basic HVAC maintenance primarily in rooftop air ventilation and HVAC systems for retail and commercial customers

• Work independently with remote supervision and support 

• Use company and customer technology platforms to document work

• Opportunity to transition into a Service Technician role working on HVAC systems and rooftop air ventilation equipment 

 What We Are Looking For:

• Minimum age of 21 (for company vehicle insurance)

• Valid driver’s license with a good driving record

• Comfortable working at heights up to 40 feet and using extension ladders

• Ability to meet OSHA ladder safety requirements

• Weight under 275 pounds due to ladder restrictions

• Ability to work outdoors in all weather conditions

• Ability to lift and carry up to 75 pounds repeatedly

• Willingness to work 45–50 hours per week if needed

• Strong work ethic, integrity, and customer service mindset

• Comfortable using technology and working independently

Preferred Experience:

• Commercial HVAC maintenance

• Construction or roofing work 

• Cable installation or route-based work

• Facility or grounds maintenance

• Delivery, installation, or field service roles

 At BFC Solutions, we value our technicians. From paid training to long-term career growth, you’ll have the support, tools, and opportunities to succeed in a growing industry!

 #ind123

Compensation details: 22-23 Hourly Wage

PI5c9b342d22fa-31181-39945642

Collaborative Real Estate (CRE) develops, manages, and activates innovation districts and research ecosystems at the intersection of universities, research, and entrepreneurship.

As we grow, the strength of our internal systems matters just as much as the strength of our buildings.

We’re hiring a Business System Operations Manager to serve as the internal owner and super user across our portfolio of 12–15 core business platforms. This is not a traditional IT infrastructure role. This is a hands-on systems leadership position focused on making our tools work better for our people.

What You’ll Do

You’ll serve as the internal expert and administrator across systems such as:

• Yardi (property management / ERP)

• Prism

• CRM platforms

• Accounting systems

• Other SaaS tools used across finance, asset management, leasing, marketing, and operations

You will:

• Own system configuration, permissions, and workflows
• Optimize how platforms work together
• Improve data integrity and reporting accuracy
• Support onboarding and user training
• Partner cross-functionally to align systems with business needs
• Manage vendor relationships and platform enhancements
• Identify opportunities for automation and process improvement

What This Role Is Not:

This is not a network engineering, cloud infrastructure, Dev Ops or service administration role.

We partner with external providers for infrastructure and advanced IT. This role focuses on business applications and operational effectiveness.

What We’re Looking For:

• 3+ years managing business systems, ERP platforms, or multi-system SaaS environments
• Experience with Yardi or other property management / ERP systems strongly preferred
• Strong understanding of workflows, system configuration, permissions, and integrations
• Experience supporting cross-functional teams
• Process-minded, detail-oriented, and comfortable owning multiple platforms
• Ability to translate business needs into system solutions

Experience in real estate, property management, or multi-entity environments is a plus.

We’re a growing, entrepreneurial real estate platform. As we scale properties, teams, and services, our internal systems must scale with us. This role builds the operational backbone that enables our teams to move fast, stay aligned, and operate effectively.

This role will function as our internal systems expert, optimizing tools, and sitting at the intersection of operations and technology.

Oracle FDI Developer/Analyst

Contract

Palo Alto, CA (Remote or Hybrid if in SF Bay Area)

This position pays around $60 - $70/hr on W2

Responsibilities:

• Business Discovery & Analysis

-Lead requirements for workshops with FP&A, Accounting & Procurement.

-Translating needs into well-formed user stories, acceptance criteria, and success metrics. Map KPIs/metrics (e.g., revenue, COGS, Opex, cash flow, AP/AR aging, PO cycle times) to source systems and FDI subject areas.

• Data Modeling & Development & Go live (Oracle FDI)

-Design and implement data models, pipelines, and semantic layers within Oracle Finance Data Intelligence (leveraging Oracle subject areas, views, and data products).

-Build/Configure reports, dashboards, and self-service datasets.

-Implement drill paths, prompts/filters, row-level security, and data

entitlements.

-Establish data quality checks & build/maintain documentation

-Conduct UAT and migrate in production environment

• Demos, Enablement & Iteration

-Run demos and showcases with Finance leadership and business stakeholders; collect feedback and iterate fast.

-Create playbooks and training (how-to guides, release notes, KPI definitions) to drive adoption and self-service analytics.

Required Qualifications:

• Hands-on experience implementing and configuring Oracle Financial Data Intelligence (FDI)
• Experience leading requirements gathering sessions with finance stakeholders including FP&A, Accounting, and Procurement
• Strong understanding of financial metrics and KPIs such as revenue, COGS, operating expenses, cash flow, AP/AR aging, and procurement cycle times
• Proven ability to design and build data models, semantic layers, dashboards, and self-service datasets within Oracle FDI
• Experience configuring drill paths, prompts, filters, row-level security, and data entitlements
• Knowledge of Oracle subject areas, views, and data products
• Experience mapping business metrics to source systems and reporting structures
• Ability to establish data quality checks and validation processes
• Experience conducting user acceptance testing and managing production migrations
• Strong documentation skills covering data models, configurations, and processes
• Ability to create training materials, playbooks, and how-to guides for end users
• Excellent communication skills with the ability to present to finance leadership and business stakeholders
• Ability to work autonomously with minimal supervision
• Strong organizational and prioritization skills

Preferred Qualifications:

• Experience with Oracle Cloud Financials (General Ledger, Accounts Payable, Accounts Receivable, Procurement)
• Familiarity with Oracle Analytics Cloud, OTBI, or Oracle Business Intelligence
• Background working directly with FP&A teams on budgeting, forecasting, or financial planning processes
• Experience with data integration tools or Oracle Integration Cloud
• Prior experience in a consulting or systems integrator environment
• Background working in multinational organizations or with global finance teams
• Experience driving self-service analytics adoption across an organization
• Knowledge of Agile methodologies and iterative delivery practices CBAP , PMP , or Oracle certifications

Core Competencies:

• Analytical Thinking: Ability to break down complex business problems, identify root causes, and develop structured solutions
• Technical Aptitude: Comfort working hands-on with data models, configurations, and reporting tools while understanding underlying data structures
• Business Acumen: Strong understanding of finance and accounting processes, terminology, and how data supports decision-making
• Communication: Ability to convey technical concepts to non-technical audiences and translate business needs into technical requirements
• Stakeholder Management: Skill in building relationships, managing expectations, and engaging effectively with finance leadership and cross-functional teams
• Attention to Detail: Commitment to data accuracy, documentation quality, and thorough testing
• Adaptability: Ability to iterate quickly based on feedback and adjust to evolving priorities
• Ownership & Accountability: Self-directed approach with a strong sense of responsibility for outcomes and deliverables
• Enablement Mindset: Focus on empowering end users through training, documentation, and self-service capabilities
• Collaboration: Ability to work effectively with technical and business teams across functions and geographies

Our internal consulting agency is seeking a Senior Digital Analytics Implementation Specialist to join their team in an ongoing contract or full-time employment capacity if desired. 

Role Type: Senior Individual Contributor (Non Manager)
Team: Adobe Practice Operational Readiness & Optimization
Location: Flexible (U.S.) | Travel ~1020%
 

Role Overview
Were hiring a Senior Digital Analytics Implementation Specialist to serve as the hands on expert in Adobe Analytics (AA), Adobe Customer Journey Analytics (CJA), and Adobe Experience Platform (AEP). This role is focused on implementation excellence  configuring instrumentation, ensuring accurate data capture, preparing AEP datasets for analysis, and building CJA data views and dashboards that deliver reliable insights.
This role supports the end to end analytics foundation across Adobe Analytics CJA AEP, ensuring data is modeled, stitched, joined, and validated so downstream solutions work reliably.
 

Key Responsibilities
Implementation Leadership Adobe Launch, AEP Web SDK, Tagging
"    Lead Adobe Launch (Tags) and AEP Web SDK/Edge Network implementations, including tagging configuration, event mapping, and QA across environments.
"    Develop and maintain data layer specifications, event taxonomies, tracking patterns, and documentation frameworks.
"    Write and maintain Solution Design References (SDRs) capturing event-level instrumentation.
"    Conduct detailed instrumentation QA, validating accuracy, identity behavior, and end-to-end data integrity.
Adobe Analytics Configuration & Migration Support
"    Configure Adobe Analytics variables (events, props, eVars) to support clean ingestion and alignment with AEP datasets.
"    Audit existing Adobe Analytics setups and support transition toward CJA based analysis.
"    Ensure Adobe Analytics event structures align to XDM expectations and AEP stitching requirements.
AEP Data Modeling & Dataset Preparation
"    Contribute to AEP XDM schema definition, identity namespace setup, and dataset configuration.
"    Validate dataset ingestion (batch & streaming), schema mapping, identity stitching, and join readiness.
"    Collaborate with engineering teams to ensure stable ingestion flows from SDK AEP CJA.
CJA Configuration, Joins & Dashboarding
"    Set up and maintain CJA Connections across AEP datasets.
"    Configure Data Views, including joins, identity mapping, component governance, calculated metrics, and filters.
"    Build CJA Workspace dashboards for lifecycle reporting, funnel analysis, product insights, and operational visibility.
"    Apply consistent naming, structuring, and governance patterns for scalable reporting.
Cross-Solution Alignment
"    Ensure tracking and dataset structures support downstream segmentation, activation, and journey measurement use cases.
"    Partner with internal solution leads across data, workflow, content, and activation to ensure end to end data integrity.
"    Provide clarity on how instrumentation decisions impact cross-platform behavior in AEP and CJA.
 

Required Qualifications
"    Active Adobe Certification(s) in Adobe Analytics and/or Adobe Customer Journey Analytics (CJA), at Professional or Expert level.
"    Strong hands-on experience implementing:
o    Adobe Launch (Tags)
o    AEP Web SDK / Edge Network
o    Data layers and event instrumentation
o    Adobe Analytics variable/event design
o    CJA Connections, Data Views, identity joins, and derived fields
"    58+ years of digital analytics implementation or instrumentation experience.
"    Experience with AEP XDM schemas, datasets, identity graphs, and ingestion validation.
"    Proficiency writing SDRs, tracking requirements, and data-layer specifications.
"    Experience building CJA dashboards, funnels, cohort analyses, and cross-channel insights.
 

Preferred Qualifications
"    Experience with server-side tagging and event forwarding.
"    Familiarity with AJO measurement needs and journey data flows.
"    Experience with cloud data platforms (Snowflake, BigQuery, Synapse).
"    Exposure to lifecycle marketing analytics, experimentation, or Adobe Target.

What Success Looks Like
"    Accurate, reliable tracking captured through Launch and Web SDK.
"    Clean, well structured AEP datasets that stitch and join correctly inside CJA.
"    Dashboards and insights that reflect consistent, trusted data.
"    Smooth, stable AA CJA AEP workflows enabling dependable reporting and analysis.
"    Solid alignment with solution leads ensuring data supports activation, journey design, and content workflows.

In this position, you may have access to client or customer systems, confidential and/or proprietary information or data.

Benefits

Job Title: Sr AI Platform Engineer- AI Platform Engineer (Guardrails, Observability & Evaluation Infrastructure)

Location, Charlotte, NC, USA (3 days onsite)

Role Overview

AI Platform Engineer to design and build the foundational components that power enterprise scale GenAI applications. This includes data guardrails, model safety tooling, observability pipelines, evaluation harnesses, and standardized logging/monitoring frameworks. This role is critical for enabling safe, reliable, and compliant AI development across multiple use cases, teams, and business units. Idea is to create the common platform services that AI team will build upon.

Key Responsibilities

1. Guardrails, Safety & Governance

• Design and implement data guardrail frameworks (pre processing, redaction, PII/PHI filtering, DLP integration, prompt defenses).

• Build “Model Armor” components such as:

o Input validation & sanitization

o Prompt injection defenses

o Harmful content detection & policy enforcement

o Output filtering, fact checking, grounding checks

• Integrate safety tooling (policy engines, classifiers, DLP APIs, safety models).

• Collaborate with Security, Compliance, and Data Privacy teams to ensure frameworks meet enterprise governance requirements.

2. Observability Frameworks

• Build and maintain observability pipelines using tools like Arize AI (tracing, quality metrics, dataset drift/hallucination tracking, embedding monitoring).

• Define and enforce platform wide standards for:

o Tracing LLM calls

o Token usage and cost monitoring

o Latency and reliability metrics

o Prompt/model version tracking

• Provide reusable SDKs or middleware for engineering teams to adopt observability with minimal friction.

3. Logging, Monitoring & Telemetry

• Design standardized LLM-specific logging schemas, including:

o Inputs/outputs

o Model metadata

o Retrieval metadata

o Safety flags

o User context and attribution

• Build monitoring dashboards for performance, cost, anomalies, errors, and safety events.

• Implement alerting and SLOs/SLIs for LLM inference systems.

4. Evaluation Infrastructure

• Architect and maintain evaluation harnesses for GenAI systems, including:

o RAG evaluation (faithfulness, relevance, hallucination risk)

o Summarization/QA evaluation

o Human-in-the-loop review workflows

o Automated eval pipelines integrated into CI/CD

• Support frameworks such as RAGAS, G Eval, rubric scoring, pairwise comparisons, and test case generation.

• Build reusable tooling for teams to write, run, and track model evaluations.

5. Platform Engineering & Reusable Components

• Develop shared libraries, APIs, and services for:

o Prompt management/versioning

o Embedding pipelines and model wrappers

o Retrieval adapters

o Common data loaders and document preprocessing

o Tool/function schemas

• Drive consistency across teams with standards, reference architectures, and best practices.

• Review system designs across use cases to ensure alignment to platform patterns.

6. Collaboration & Enablement

• Partner with AI engineers, product teams, and data scientists to understand cross cutting needs and convert them into reusable platform features.

• Create documentation, onboarding guides, examples, and developer tooling.

• Provide internal training (brown bags, workshops) on guardrails, observability, and evaluation frameworks.

Required Qualifications

Technical Skills

• 5–10+ years software engineering or ML infrastructure experience.

• Strong Python engineering fundamentals (FastAPI, async, typing/Pydantic, testing).

• Experience with model safety/guardrails approaches (prompt injection defense, PII redaction, toxicity filters, policy enforcement).

• Hands on with Arize AI, LangSmith, or similar LLM observability platforms.

• Experience creating evaluation frameworks using RAGAS, G Eval, or custom rubric systems.

• Strong familiarity with vector databases (Pinecone, Weaviate, Milvus), embeddings, and retrieval pipelines.

• Solid understanding of LLM architectures, tokenization, embeddings, context limits, and RAG patterns.

• Experience in cloud (GCP preferred), Kubernetes/GKE, containers, and CI/CD.

• Strong understanding of security, governance, DLP, data privacy, RBAC, and enterprise compliance requirements.

Soft Skills

• Strong documentation and communication skills.

• Ability to influence engineering teams and standardize best practices.

• Comfortable working across multiple stakeholders—platform, security, ML engineering, product.

Nice to Have

• Experience with LangChain/LangGraph or LlamaIndex orchestrations.

• Experience with , Rebuff, Protect AI, or similar LLM security tooling.

• Experience with GCP Vertex AI pipelines, Model Monitoring, and Vector Search.

• Familiarity with knowledge graphs, grounding models, fact checking models.

• Building SDKs or developer frameworks adopted across multiple teams.

• On prem or hybrid AI deployment experience.

Job Title: Cloud Automation Engineer

Location: North Reafing, MA

Employment Type: Full-Time

Job Description

We are seeking an AWS-focused engineer to build and operate a cloud analytics and dashboard layer for device and fleet data. Data lands in S3 and is queried primarily through Amazon Athena. You will own the end-to-end delivery of reliable datasets, SQL queries, and visualization dashboards used by engineering and operations teams. This role requires strong execution in a fast-paced, ambiguous environment, with a high bar for quality, operational excellence, and written communication.

Responsibilities

• Own dashboard and analytics deliverables end-to-end (design → build → test → release → operate).
• Build and maintain Amazon Athena SQL queries, views, and datasets that support filtering, drill-down analysis, and repeatable reporting.
• Develop and enhance dashboards using QuickSight and/or CloudWatch dashboards (or equivalent AWS-native visualization tooling).
• Define metrics/KPIs with stakeholders and translate requirements into clear, actionable visualizations.
• Improve cost and performance of analytics workflows (partition strategies, query optimization, efficient formats, and operational guardrails).
• Drive data quality and correctness: detect schema changes, missing partitions, late data, and regressions; write RCAs and implement durable fixes.
• Implement mechanisms that scale (dashboards as mechanisms, SLIs/SLOs where applicable, alarms, runbooks, and automated checks).
• Collaborate cross-functionally with teams responsible for ingestion/ETL; contribute to ETL as a plus (Lambda, Step Functions, scheduling).

Essential Skills

• 4+ years of relevant experience delivering dashboards and analytics solutions in AWS.
• Strong SQL proficiency with experience building maintainable, production-grade query logic.
• Hands-on experience with Amazon Athena and S3-based analytics workflows.
• Experience with QuickSight and/or CloudWatch dashboards (or comparable visualization tools integrated with AWS).
• Proficiency in TypeScript (expected usage mix approximately 60% TypeScript / 40% other technologies).
• Strong SDLC discipline: Git, code reviews, automated testing, and CI/CD.
• Strong troubleshooting and root-cause analysis skills; ability to drive issues to closure.
• Strong written communication (design notes, operational runbooks, incident summaries).
• Experience with AWS CDK (TypeScript) and Infrastructure as Code practices.