AI Operations Engineer
Tasks
- Build data pipelines feeding training and inference
- Deploy and scale services using third party LLM providers
- Design CI CD pipelines for model training and deployment
- Instrument services with observability tooling and define SLOs
- Maintain containerized services on AWS ECS
- Productionize models with BentoML and FastAPI
- Provision infrastructure with Terraform
Perks/Benefits
Skills/Tech-stack
AWS ECS | Amazon DynamoDB | Amazon ECR | Amazon S3 | BentoML | BigQuery | CI/CD | CloudWatch | Datadog | Docker | Faiss | FastAPI | Hugging Face | Hugging Face Transformers | Kubernetes | LanceDB | Langfuse | LightGBM | MLflow | OpenTelemetry | PyTorch | Python | SHAP | Scikit-learn | Sentence Transformers | Spacy | TensorFlow | Terraform | Vector embeddings | Vertex AI | Weights and Biases | XGBoost
Education
N/A
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