Senior Machine Learning Engineer
Tasks
- Apply RAG patterns fine tuning and model selection
- Apply prompt engineering guardrails and human in the loop patterns
- Architect production AI systems end to end
- Build REST and streaming APIs for ML capabilities
- Build agentic systems with orchestration and tool calling
- Build deploy monitor and manage ML and GenAI workloads
- Build solutions on Databricks and AWS
- Create evaluation harnesses traces and replay tooling
- Design scalable inference pipelines
- Develop and tune ML models and feature engineering pipelines
- Develop cloud native environments for training serving and orchestration
- Drive agentic SDLC for design test evaluate deploy monitor
- Embed data lineage access controls audit trails and responsible AI
- Implement retraining loops drift detection and evaluation
- Integrate vector stores graph databases Redis DynamoDB and ElastiCache
- Lead code reviews mentor engineers and set engineering standards
- Optimize performance cost and computational efficiency
- Provision and manage infrastructure using Infrastructure as Code
- Use Unity Catalog MLflow and Spark for governance and training
Perks/Benefits
- Annual grants for charities
- Company matching charitable gifts
- Flexible work options
- Generous time away
- Health benefits
- Mentorship and autonomy
- On-demand professional development resources
Skills/Tech-stack
AWS | Access Control | Agentic Workflows | Amazon DynamoDB | Apache Spark | Audit trails | CI/CD | Cloud Native | Cloud-native development | Containerization | Data Lineage | Databricks | DevOps | Drift Detection | ElastiCache | Fine Tuning | Function Calling | Generative AI | Graph Databases | Infrastructure as Code | LLM Evaluation | Language Models | Large Language Models | MLflow | Machine Learning | Model Context Protocol | Model Deployment | Model Monitoring | Native Development | Orchestration | Prompt engineering | Python | REST APIs | Redis | Responsible AI | Retrieval-Augmented Generation | Streaming APIs | Testing | Tool/function calling | Unity Catalog | Vector Databases | “as-code”
Education
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