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AI / ML & Data Engineer

AI / ML & Data Engineer

Mindfire Solutionskottayam, kerala, in
15 days ago
Job description

About the Job

We are looking for an experienced AI / ML & Data Engineer to design, develop, and deploy scalable machine learning models and data infrastructure on AWS. You will work closely with cross-functional teams to deliver AI-driven solutions, integrate large language models (LLMs), and optimize data workflows while ensuring security, scalability, and performance.

Core Responsibilities

  • Develop and deploy ML models and algorithms, including LLMs (GPT, Llama, Gemini, Mistral) and NLP models (BERT, GPT).
  • Design and maintain scalable ETL / ELT pipelines, data lakes, and warehouses on AWS (S3, Glue, Redshift, Athena, Lambda, DMS).
  • Build APIs using AWS Lambda, API Gateway, and AWS SDK.
  • Containerize and deploy applications using Docker, ECR, and ECS.
  • Implement Infrastructure as Code (IaC) using tools such as Terraform and CloudFormation, and adhere to CI / CD best practices.
  • Integrate LLMs into workflows for classification, summarization, enrichment, and semantic search.
  • Optimize data workflows and ML models for performance, scalability, and cost efficiency.
  • Ensure compliance with data privacy, security, and governance standards.

Required Skills

  • Proficiency in Python, SQL, and distributed processing frameworks (PySpark).
  • Strong fundamentals in GenerativeAI and AgenticAI, hands-on with LLM frameworks (CrewAI, LangChain, LlamaIndex),
  • Familiar with LLM as a Service, i.e., AWS Bedrock, Hugging Face, similar.
  • Experience with AWS cloud services and containerized deployments.
  • Knowledge of vector databases (ChromaDB, Pinecone, PGVector) is a plus.
  • Excellent problem-solving, communication, and collaboration skills.
  • Qualifications

  • Bachelor’s or higher in Computer Science, Information Technology, or related field.
  • 4+ years of hands-on experience in AI / ML engineering, data engineering, and AWS cloud infrastructure.
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    Data Engineer • kottayam, kerala, in

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