Required Skills and Technologies
7+ years of software engineering experience with solid backend ownership.
Hands-on AI/ML engineering experience with LLM systems in production.
Deep practical knowledge of Agentic AI frameworks and multi-step workflow engines.
Solid experience with RAG architecture and vector search technologies (FAISS, Pinecone, Weaviate, pgvector, Milvus).
Hands-on experience in LLM training and fine-tuning workflows (instruction tuning, domain adaptation, PEFT/LoRA/QLoRA, and parameter-effective methods).
Python (primary) with API frameworks such as FastAPI/Flask and asynchronous programming patterns.
Containerization and orchestration with Docker and Kubernetes (Helm, ingress, secrets, HPA, resource quotas, monitoring).
CI/CD ownership using GitHub Actions/GitLab CI/Jenkins and infrastructure-as-code patterns (Terraform/Ansible/Helm).
Datastores and caching: PostgreSQL, Redis, and object storage, with exposure to NoSQL where needed.
Cloud fundamentals on AWS/GCP/Azure (compute, container registries, IAM, networking, managed databases).
Experience with observability stack (Prometheus,



Grafana, OpenTelemetry, ELK/Opensearch, alerting).

Preferred / Plus
Experience with MLflow, DVC, Weights & Biases, or equivalent experiment and dataset lifecycle tooling.
Experience with serving stacks: Triton, vLLM, TorchServe, Text Generation Inference, BentoML, or equivalent.
Experience with agent memory stores, retrieval quality benchmarking, and policy/safety layers for autonomous agents.
Familiarity with Terraform, ArgoCD, or GitOps workflows for AI platform delivery.
Security/compliance and governance awareness for AI systems (data privacy, prompt-injection controls, and auditability).

What We Expect
Own complex AI backend features from design to production with measurable impact.
Design systems for reliability, observability, and cost-aware scaling.
Drive trade-off decisions across model quality, latency, and infrastructure costs.
Communicate clearly with engineering, product, and leadership, and mentor other team members.

📌 Backend Ai Engineer Bengaluru
🏢 cirruslabs
📍 Bengaluru