AI Engineer

2 weeks ago

Bengaluru, Karnataka, India TVS Credit Services Ltd. Full time ₹ 20,00,000 - ₹ 25,00,000 per year

Key Responsibilities

  • Design and implement
    end-to-end data pipelines
    for training and fine-tuning LLMs, including dataset creation, cleaning, augmentation, and labeling workflows.
  • Apply
    advanced RAG techniques, prompt engineering, and model fine-tuning
    (LoRA, PEFT, adapters) for domain-specific use cases.
  • Integrate AI models with
    backend and frontend systems
    via APIs, batching, caching, and streaming responses.
  • Deploy and optimize
    LLMs & embeddings
    using APIs and/or open-source models (OpenAI, Anthropic, LLaMA-family, Mistral, etc.).
  • Develop and maintain
    secure AI APIs
    using FastAPI/gRPC with Kubernetes and CI/CD pipelines.
  • Implement
    safety and compliance layers
    including prompt injection defenses, hallucination reduction, and PII redaction.
  • Collaborate with MLOps and platform engineering teams to ensure scalable deployment using
    Docker, Kubernetes, and Ray/Serve
    .
  • Leverage frameworks such as
    LangChain, Hugging Face Transformers, and Azure OpenAI
    for model orchestration and integration.
  • Work with
    vector databases
    (FAISS, Pinecone, Milvus) to build efficient retrieval-augmented generation pipelines.

Mandatory Skills

  • Strong experience with
    LLMs, embeddings, and fine-tuning techniques
    .
  • Proficiency in
    Python
    and experience in
    LangChain/Hugging Face
    .
  • Hands-on experience with
    MLOps (Docker, Kubernetes, CI/CD)
    .
  • Strong knowledge of
    model integration and scalable API development
    .
  • Familiarity with
    safety and compliance mechanisms in AI systems
    .

Desirable / Plus

  • Exposure to
    speech-to-text models
    (e.g., Whisper) with emphasis on Indian languages.
  • Prior experience in
    NBFC / BFSI domain
    .

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