Calsoft - AI/ML Engineer - AWS

Job Title : AWS AI/ML Engineer

Exp : 3 to 5 Years

Job Location : Pune/ Indore

Job Description :

- Strong Python proficiency (core requirement)

- Hands-on experience with LLM inferencing (OpenAI, Anthropic, AWS Bedrock, etc.)

- Knowledge of RAG architectures and vector search pipelines

- Experience with embeddings and vector databases (e.g., FAISS, Pinecone, Weaviate)

- AWS AI/ML services (SageMaker, Bedrock, Lambda, API Gateway, S3, DynamoDB)

- Prompt engineering and orchestration

- Experience integrating models into production pipelines

- Understanding of classical ML concepts (regression, classification, anomaly detection)

- Strong API design and backend integration skills

Good-to-Have Skills :

- Experience with agentic AI patterns (multi-step reasoning, tool use)

- Knowledge of GitOps workflows (ArgoCD, Flux)

- Familiarity with observability tools (OpenTelemetry, Vector)

- Exposure to predictive maintenance use cases

- Experience with lightweight model training using AWS AutoML

- Understanding of CNCF ecosystem tools (Helm, container orchestration)

- Basic knowledge of containerization and Kubernetes

- Experience contributing to open-source AI/ML projects