SQL and Python Engineers
Tasks
- Add human in the loop checkpoints
- Build end-to-end MLOps pipelines
- Build production feature pipelines with feature store
- Build retrieval-augmented generation pipelines
- Collaborate with business analysts and domain teams
- Create technical documentation and deployment runbooks
- Deploy models as REST APIs or batch inference
- Design, fine-tune, and deploy LLM models
- Develop prompt engineering and evaluation frameworks
- Establish model monitoring for drift and degradation
- Implement CI/CD pipelines for ML models
- Implement autonomous AI agents and tool use
- Implement guardrails monitoring and audit logging
- Integrate LLMs with internal data platforms
- Integrate agents with internal APIs and orchestration tools
- Manage model registry and lineage tracking
- Mentor junior engineers
- Participate in Agile Scrum delivery ceremonies
Perks/Benefits
Skills/Tech-stack
AI Search | Apache Airflow | Autogen | Azure AI | Azure AI Search | Azure Container | Azure Container Apps | Azure Data | Azure Data Factory | Azure DevOps | Azure Key Vault | Azure Kubernetes | Azure Kubernetes Service | Azure Logic | Azure Logic Apps | Azure Machine Learning | Azure OpenAI | Container Apps | CrewAI | Data Factory | Databricks AutoML | Databricks Feature Store | Databricks Unity | Databricks Unity Catalog | Databricks Workflows | Delta Lake | Delta Live Tables | Delta Live) | Docker | Embeddings | Evidently AI | Feature Store | Few-Shot Learning | Few-shot | Git | GitHub Actions | GraphQL | Hugging Face | Hugging Face Transformers | Key Vault | Kubernetes | Kubernetes Service | LLM Evaluation | Langchain | Langgraph | Language Models | Large Language Models | Llamaindex | Logic Apps | MLflow | Machine Learning | Model Monitoring | NumPy | Pandas | Prompt engineering | PySpark | PyTorch | Python | RAG | REST API | React | Retrieval-Augmented Generation | SQL | Scikit-learn | Semantic Kernel | Tool-augmented agents | Unity Catalog | Vector Databases | Webhooks
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
AI | AI Engineer | Engineer | Learning Engineer | MLOps Engineer | Machine Learning Engineer
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