Sr. AI/ML Engineer - Remote or Eden Prairie, MN or Irvine, CA
Primary location: Eden Prairie, Minnesota
USD 120K-214K Senior-level Full Time
Tasks
- Analyze failure modes
- Build evaluation datasets
- Build llm workflows
- Control latency and cost
- Create evaluation frameworks
- Create scoring rubrics
- Define risk controls
- Design AI-powered solutions
- Develop Agent frameworks
- Develop classification models
- Develop prompt engineering strategies
- Develop summarization systems
- Document model behavior
- Ensure responsible AI compliance
- Implement model observability
- Implement rag pipelines
- Integrate model APIs
- Measure relevance and accuracy
- Monitor output quality
- Perform drift monitoring
- Reduce hallucination risk
- Run model performance tests
Perks/Benefits
- 401k contribution
- Career development opportunities
- Comprehensive benefits package
- Equity stock purchase
- Incentive and recognition programs
- Remote work flexibility
Skills/Tech-stack
Agent Frameworks | Bias/fairness | Classification | Data Pipelines | Deep learning | Drift monitoring | Embeddings | Hallucination Risk | Language Models | Large Language Models | Machine Learning | Model APIs | Model Evaluation | Model Observability | Orchestration frameworks | Prompt chains | Prompt engineering | Python | RAG | Responsible AI | Retrieval-Augmented Generation | Summarization | Vector Search
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Regions
Countries
States
Cities
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