AI/ML & Data Engineer

3 weeks ago

Tiruppur, India Mindfire Solutions Full time

About the JobWe 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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