Principal AI/ML Engineer, Semantic Data
Tasks
- Build Retrieval Augmented Generation systems
- Build and optimize context pipelines
- Build metadata and enrichment systems
- Build scalable AI services and APIs
- Collaborate with product and analytics teams
- Create context assembly pipelines
- Define semantic layer standards
- Deploy LLM systems in private or on prem GPU environments
- Design embedding pipelines
- Design evaluation frameworks for retrieval quality
- Design knowledge graphs
- Design ontologies and taxonomies
- Develop knowledge bases and retrieval systems
- Ensure safe generation of structured outputs
- Establish guardrails for explainability and traceability
- Evaluate open-weight models
- Fine tune models with parameter efficient techniques
- Implement graph based reasoning workflows
- Integrate large language models
- Mentor engineers and establish best practices
- Mitigate bias data leakage and inconsistencies
- Monitor system performance and relevance
- Optimize inference workflows
- Translate business problems into AI systems
- Translate natural language into structured outputs
- Use vector and graph databases for retrieval
Perks/Benefits
- Dental insurance
- Health insurance
- Holiday time
- Paid time off
- Professional development
- Vision insurance
- Wellness reimbursement
Skills/Tech-stack
AWS | Data Architecture | Data Modeling | Databricks | Distributed Systems | Efficient Fine Tuning | Embeddings | Entity Linking | Entity Resolution | Feature Stores | Fine Tuning | Graph Databases | Hybrid search | Inference Optimization | Knowledge graphs | Language Models | Language Processing | Large Language Models | Machine Learning | Model Evaluation | Natural Language | Natural Language Processing | On Prem GPU | On-prem | Ontology | Parameter efficient fine-tuning | Python | Retrieval-Augmented Generation | SQL | Semantic data | Semantic data modeling | Snowflake | Taxonomy | Vector Databases
Education
Roles
AI | AI/ML Engineer | Engineer | ML Engineer | Principal | Principal AI/ML Engineer
Regions
Countries
States
Cities
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