Mid-Level ML Engineer
Tasks
- Build agent workflows and tool using agents
- Build evaluate optimize ML models
- Conduct code reviews
- Create technical documentation and design specs
- Deploy and monitor ML models in production
- Design ML pipelines from experimentation to production
- Develop MCP servers for integrations
- Develop production-grade Python code
- Implement LLM applications with RAG systems
- Integrate agentic engineering frameworks
- Mentor junior ML engineers
- Propose improvements to pipelines and processes
- Set up reproducible experimentation environments
- Use AI coding tools for generation refactoring debugging
Perks/Benefits
- Client-facing projects
- Code reviews
- Internal AI toolkit development
- Mentoring
- Technical documentation
Skills/Tech-stack
API Gateway | AWS Lambda | AWS S3 | AWS SageMaker | AWS Step Functions | Agent Frameworks | Agent monitoring | Airflow | Amazon Bedrock | Amazon ECR | Amazon ECS | Anthropic API | Async/Await | Bedrock AgentCore | CI/CD | CNN | Chroma | Classification | CloudFormation | Computer Vision | Cost Optimization | CrewAI | Dask | Deep learning | Docker | Drift Detection | Embedding Models | Error Handling | Faiss | Feature Engineering | Function Calling | GitHub Actions | Hugging Face | Infrastructure as Code | Jenkins | Knowledge bases | LLM Evaluation | Language Processing | MCP | MLflow | Machine Learning | Model Context Protocol | Model Evaluation | Model Monitoring | NLP | Natural Language | Natural Language Processing | NumPy | OOP | Object-Oriented | Object-oriented programming | OpenAI API | OpenSearch | Pandas | Pinecone | Prefect | Prompt engineering | Python | RAG | RNN | Regression | Retrieval-Augmented Generation | SQL | Spark | State management | Step Functions | Strands | Supervised Learning | Terraform | Time Series | Tool use | Transformers | Unsupervised Learning | Vector Databases | Weights and Biases | “as-code”
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Roles
AI | AI Engineer | Data Scientist | Engineer | Learning Engineer | Machine Learning Engineer | Scientist
Regions
Countries
States
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