Oliver Wyman - ML Engineer - Generative AI & Unstructured Data - Mexico City
Tasks
- Automate retraining workflows
- Build production AI services and APIs
- Collaborate with Data Scientists to productionize models
- Contribute to CI CD for ML
- Deploy and monitor AI services
- Design ML pipelines for unstructured data
- Develop containerized model deployment pipelines
- Develop embedding pipelines and semantic search
- Document systems and technical decisions
- Implement monitoring and observability
- Implement retrieval-augmented generation workflows
- Productionize machine learning and generative AI solutions
- Track model performance and SLAs
Perks/Benefits
Skills/Tech-stack
CI/CD | Cloud Computing | Databricks | Docker | Embeddings | FastAPI | Git | LLM | MLOps | Model Monitoring | NLP | OCR | Observability | PySpark | Python | Retrieval-Augmented Generation | SQL | Semantic Search | Vector Databases
Education
N/A
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