AWS AI/ML Engineer

1 week ago

india, IN Mindcraft Labs Full time

Role Description


This is a hands-on engineering role focused on building and maintaining AI and ML services on AWS. You will help turn ideas and prototypes into robust, production-ready APIs and ML flows using Amazon Bedrock, Amazon SageMaker, Python, and FastAPI.


Please note that the working hours for this job would be 5PM to 2AM IST.


  • Build and maintain Python + FastAPI services that integrate ML and LLM capabilities.
  • Use AWS Bedrock and Amazon SageMaker to develop, deploy, and monitor ML and LLM models.
  • Implement and support ML flows/pipelines under the guidance of senior architects.
  • Assist with data preparation for model training, validation, and evaluation.
  • Contribute to automated testing, CI/CD pipelines, and observability for ML-powered services.
  • Write clear documentation for services, endpoints, and ML pipelines.
  • Collaborate with product and data teams to translate requirements into technical solutions.


Qualifications

  • 2+ years of experience as a software engineer or ML engineer.
  • Strong Python skills and experience with frameworks such as FastAPI, Flask, or similar.
  • Hands-on exposure to AWS, ideally including services like Amazon Bedrock and Amazon SageMaker.
  • Understanding of LLM basics: prompts, responses, error modes, and common limitations.
  • Solid ML fundamentals: train/validation/test splits, basic models, and evaluation metrics.
  • Basic understanding of ML workflows/pipelines and interest in growing skills in MLOps.
  • Comfort working in a remote, async-friendly engineering environment.


Nice to have:

  • Experience building proof-of-concepts (POCs) with GenAI/LLMs.
  • Familiarity with Docker, Git, and basic CI/CD pipelines.

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