Senior AIML Developer

1 week ago

Bengaluru, Karnataka, India Digi Pinnacles Full time ₹ 20,00,000 - ₹ 25,00,000 per year
  • Role: Senior AIML Developer
  • Experience:
    7 Years and above
  • Locations:
    Bengaluru, Chennai, Noida, Hyderabad, and Pune
  • Notice:
    Less than 2 weeks
     candidates only

Skillsets:

Prompt Engineering, RAG, LLM/SLM (any of these)

OpenAI/Claude/ GPT4o/Ollama(LLama/Mistral) (Any of these), Lang chain, NLP(Natural Language processing)

  • Advanced degree (Master's or higher) in Computer Science, Engineering, or a closely related technical discipline
  • Minimum of 3 years of hands-on experience with a range of machine learning models, spanning traditional to advanced methods.
  • Solid foundation in NLP methods, including applications like text classification, sentiment detection, and entity recognition.
  • Proficiency with Retrieval-Augmented Generation (RAG) techniques and experience working with vector databases (e.g., Weaviate, PineCone).
  • Extensive Python programming skills, with a proven ability to implement complex solutions.
  • At least 1 year of practical experience in building applications based on Large Language Models (LLMs) using established third-party models (e.g., OpenAI, Anthropic).
  • Skilled in prompt engineering, with experience crafting function calls and constructing conversational AI applications.
  • Familiarity with advanced LLM techniques such as zero-shot and few-shot learning, as well as fine-tuning for specific use cases.
  • Strong background in using Generative AI libraries and tools, such as Langchain and HuggingFace.
  • Solid grasp of version control practices, including Git and collaborative development workflows.
  • Comprehensive experience in preparing, managing, and processing extensive datasets, both structured and unstructured.
  • Proven experience deploying, scaling, and monitoring machine learning models, particularly LLMs, in live environments.
    • Flexible to accommodate occasional overlap with US Eastern Time for effective team collaboration.
  • Professional proficiency in English

Additional Experience:

  • Hands-on experience with open-source LLM frameworks, such as Llama or Mistral.
  • Prior work involving data in regulated sectors, such as healthcare, banking.

Technical Skills and Capabilities:

  • Skilled in RESTful API design (Python-FastAPI) and development, ensuring secure and scalable interfaces.
  • Proficient in JavaScript for both front-end and back-end, with a strong command of associated frameworks.
  • Knowledgeable in architecting scalable solutions using microservices.
  • Experience with the generative AI landscape, specifically around RAG, vector embeddings, LLMs, and open-source AI toolkits.
  • Familiarity with cloud-based infrastructure (AWS, Azure, GCP) and their data services.
  • Competent in database design and optimization across SQL and NoSQL technologies.
  • Practical experience with data streaming platforms, such as Kafka, Azure Event Hub, or AWS Kinesis.
  • Agile development experience, using tools like Git, Jenkins, and Azure DevOps.
  • Skilled in creating and managing CI/CD pipelines for seamless testing and deployment.
  • Excellent team collaboration and communication skills, with an aptitude for working across technical and non-technical roles.

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