AI Integration Engineer-Senior
INR 2500K-4500K (estimate) Senior-level Full Time
Tasks
- Build end-to-end AI/ML pipelines
- Build evaluation harnesses for models
- Build secure CI/CD pipelines
- Collaborate on reference implementations and golden paths
- Construct feature stores and data contracts
- Deliver infrastructure as code
- Develop AI ML models with Python
- Develop Python microservices
- Embed DevSecOps scanning and policy enforcement
- Engineer scalable model serving
- Ensure privacy and regulatory compliance
- Fine tune and optimize machine learning models
- Implement AI safety and governance controls
- Implement GitOps with Kubernetes
- Implement LLM RAG systems
- Implement progressive delivery for services and models
- Implement testing and quality automation
- Manage secrets and access controls
- Monitor model and data drift
- Operate API gateways and service mesh
- Optimize model compute performance
- Orchestrate data and model workflows
- Perform incident response and post-mortems
Perks/Benefits
- N/A
Skills/Tech-stack
ABAC | Accelerate | Airflow | Argo CD | Arize | Avro | Azure DevOps | Bash | BentoML | Black | CUDA | CUDNN | Checkmarx | Chroma | Conda | Cosign | CycloneDX | Dagster | Databricks | DeepSpeed | Dependabot | Docker | ELK | Envoy | Evidently | Faiss | FastAPI | Feast | Flake8 | Flux | GRPC | Gatekeeper | GitHub Actions | GitLab CI | Grafana | GraphQL | Great Expectations | HPA | Helm | Hugging Face | Hugging Face Transformers | Hypothesis | In-toto | Istio | JAX | Jaeger | Jenkins | Jupyter | KEDA | KServe | Kafka | Kong | Kubeflow | Kubernetes | Kustomize | Kyverno | Langchain | Linkerd | Llamaindex | LoRA | Loki | MLflow | MTLS | Marquez | Milvus | Mypy | NATS | NCCL | NVIDIA Triton | Nginx | ONNX Runtime | OPA | OpenLineage | OpenTelemetry | PEFT | Pinecone | Pip | Podman | Poetry | Powershell | Pre-commit | Prefect | Prometheus | Promptfoo | Protobuf | Pulumi | PyTorch | Pydantic | Pydeequ | Pyright | Pytest | Python | QLoRA | RBAC | REST | RabbitMQ | Ragas | Ray Serve | Renovate | Ruff | SLSA | SQL | Scikit-learn | Seldon Core | Semantic Kernel | Sigstore | Snyk | SonarQube | Syft | TensorFlow | TensorRT | Terraform | TorchScript | Trivy | TruLens | VPA | Vault | Vector Databases | Virtualenv | Weaviate | Weights and Biases | WhyLabs
Education
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