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AI / ML Engineer

AI / ML Engineer

ConfidentialAhmedabad
2 days ago
Job description

We are seeking a highly skilled and experienced Senior AI Engineer to lead the design, development, and deployment of advanced AI solutions across our enterprise. The ideal candidate will have a deep understanding of AI / ML algorithms, scalable systems, and data engineering best practices.

Responsibilities

  • Design and develop production-grade AI and machine learning models for real-world applications (e.g., recommendation engines, NLP, computer vision, forecasting).
  • Lead model lifecycle management from experimentation and prototyping to deployment and monitoring.
  • Collaborate with cross-functional teams (product, data engineering, MLOps, and business) to define AI-driven features and services.
  • Perform feature engineering, data wrangling, and exploratory data analysis on large-scale structured and unstructured datasets.
  • Build and maintain scalable AI infrastructure using cloud services (AWS, Azure, GCP) and MLOps best practices.
  • Mentor junior AI engineers, guiding them in model development, evaluation, and deployment.
  • Continuously improve model performance by leveraging new research, retraining on new data, and optimizing pipelines.
  • Stay current with the latest developments in AI, machine learning, and deep learning through research, conferences, and publications.

Qualifications

  • Bachelor s or Master s degree in Computer Science, Data Science, Machine Learning or related field.
  • 14+ years of IT experience with a minimum of 6+ years of AI
  • Experience in AI engineering, particularly with building  LLM-based applications  and prompt-driven architectures.
  • Solid understanding of Retrieval-Augmented Generation (RAG) patterns and vector databases (especially  Qdrant  ).
  • Hands-on experience in deploying and managing containerized services in  AWS ECS  and using  CloudWatch  for logs and diagnostics.
  • Familiarity with  AWS Bedrock  and working with foundation models through its managed services.
  • Experience working with  AWS RDS (MySQL or MariaDB)  for structured data storage and integration with AI workflows.
  • Practical experience with LLM fine-tuning techniques, including full fine-tuning, instruction tuning, and parameter-efficient methods like LoRA or QLoRA.
  • Strong understanding of recent AI advancements such as multi-agent systems, AI assistants, and orchestration frameworks.
  • Proficiency in Python and experience working directly with LLM APIs (e.g., OpenAI, Anthropic, or similar).
  • Comfortable working in a React frontend environment and integrating backend APIs.
  • Experience with CI / CD pipelines and infrastructure as code (e.g., Terraform, AWS CDK).
  • Skills Required

    AWS ECS

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