Full-Stack AI Engineer
A USD 150K-200K (estimate) Senior-level Full Time
Tasks
- Automate data labeling and preprocessing
- Build ETL data pipelines
- Build retrieval-augmented generation pipelines
- Collaborate with data science teams to productionize prototypes
- Containerize services with Docker
- Deploy machine learning models
- Deploy services to Kubernetes
- Develop backend microservices
- Develop front-end user interfaces
- Document systems for reproducibility
- Ensure API security and access control
- Ensure compliance with data privacy standards
- Implement CI/CD pipelines
- Implement vector search integrations
- Integrate ML models into APIs
- Manage datasets in cloud warehouses
- Monitor model performance and drift
Perks/Benefits
Skills/Tech-stack
Access Control | Airflow | Amazon Redshift | BigQuery | CI/CD | Dagster | Docker | ETL | Faiss | FastAPI | Flask | Hugging Face | JavaScript | Kubernetes | MLOps | MLflow | Microservices | Model Drift | Model Monitoring | Next.js | Node.js | OpenAI | Pinecone | Prefect | PyTorch | Python | RAG | Rate Limiting | React | Retrieval-Augmented Generation | SQL | Serverless | Serverless Architectures | Snowflake | TensorFlow | TypeScript | Vector Search | Vue | Weaviate | Weights and Biases
Education
N/A
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