Job Description
- Own end-to-end delivery of AI solutions from problem framing and exploratory analysis through production deployment and measurement.
- Design and deliver LLM-enabled analytics and "Deep Research capabilities using RAG over structured and unstructured enterprise data.
- Build agentic workflows and multi-step orchestration (tool use, function calling, retrieval, and guardrails) to automate business processes.
- Develop and deploy advanced statistical and machine learning models supporting insurance, actuarial, claims, risk, and investment decision-making.
- Engineer features and context: build reusable feature pipelines, embeddings, vector search patterns, and semantic/metadata strategies.
- Define success criteria and evaluation plans: offline tests, human-in-the-loop review, and online measurement (A/B or phased rollout).
- Productionize and operate models: partner with engineers to implement CI/CD, monitoring, drift detection, prompt/version management, and incident response runbooks.
- Apply responsible AI practices consistently: bias and fairness assessment, transparency, documentation (modelcards), and audit-ready controls.
- Communicate insights and tradeoffs clearly to executives and technical teams (risk, compliance, security) and influence decisions with data.
- Contribute to reusable standards and patterns for MLOps/LLMOps across the enterprise (templates, libraries, and governance checklists).
Numbers & Facts
| Location | (Remote) |
| Job Type | Full-time |
| Company Size | 11 - 50 |
| Headquarters | Torrance, CA, US |
| Website | https://www.offsoar.com |
Qualifications
Skills Required:
- Strong Python and SQL skills; experience with ML libraries (e.g., scikit-learn, XGBoost, PyTorch/TensorFlow) and data science best practices.
- Hands-on experience with Snowflake (Snowpark and/or Cortex) and relational databases such as PostgreSQL.
- Experience with vector search/embeddings and knowledge retrieval patterns; familiarity with vector databases and hybrid search.
- Experience partnering with engineering on production services (APIs, batch/stream pipelines), monitoring, and CI/CD.
- Ability to define and run robust evaluation for models/LLMs (quality, safety, performance, cost) and translate into business KPIs.
Education Required:
- 6+ years delivering advanced analytics and machine learning solutions, including production deployment.
- 2+ years delivering GenAI/LLM solutions (RAG, agents, evaluation/guardrails) in an enterprise environment.
About Company
Offsoar is a global technology consulting and IT staff augmentation company dedicated to helping enterprises
modernize their operations through data, cloud, AI, and digital transformation solutions. Our flexible delivery
models (onsite, offshore, and nearshore) and deep industry expertise enable us to drive measurable outcomes.
✔ Reducing IT and operational costs
✔ Accelerating digital transformation
✔ Building high-performance data analytics platforms
✔ Implementing Generative AI-based intelligent solutions
Our Vision
To be the global partner of choice for consulting, IT staff augmentation, and digital solutions across offshore, nearshore, and onsite delivery models.
Skills
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