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Senior AI/ML Engineer

Coimbatore, India Full Time

Job Description:

We are seeking an experienced AI/ML Lead Engineer with expertise in generative AI and Retrieval- Augmented Generation (RAG) systems. The ideal candidate should have in-depth knowledge of GPT- 3.5 Turbo, GPT-4, and other advanced Large Language Models (LLMs). You will be responsible for developing and maintaining machine learning pipelines, leveraging cutting-edge AI technologies to solve complex real-world problems.

Responsibilities:

  • Utilize advanced LLMs such as GPT-3.5 Turbo, GPT-4, and Open LLM frameworks to build AI models for various applications.
  • Data Collection & Preprocessing: Collect, preprocess, and analyze large volumes of structured and unstructured data from diverse sources.
  • ML Pipeline Development: Design and maintain scalable machine learning pipelines for training, evaluation, and deployment of AI models.
  • Proficiency in LangChain and LLMs: Perform tasks such as summarization, classification, Named Entity Recognition (NER), and question answering using LangChain and other Open LLM frameworks.
  • Generative AI Techniques: Work with prompt engineering, vector databases, and LLMs like OpenAI, LlamaIndex, Azure OpenAI, and open-source LLMs to deliver solutions.
  • GenAI & RAG Expertise: Apply Generative AI technologies, including RAG architecture, fine- tuning techniques, and inferencing frameworks.
  • Continuous Learning: Stay updated on the latest advancements in AI and ML and integrate them into the projects to improve outcomes.
  • Model Testing & Validation: Conduct thorough testing and validation of machine learning models to ensure their reliability, scalability, and robustness.
  • Documentation & Collaboration: Document code, algorithms, and workflows to facilitate team collaboration and knowledge sharing.
  • Conduct thorough testing and validation of machine learning models to ensure reliability, robustness, and scalability.
  • Document code, algorithms, and processes to facilitate knowledge sharing and collaboration within the team.
  • Participate in brainstorming sessions and contribute innovative ideas to enhance the performance and functionality of AI/ML applications.
  • Support data preprocessing, feature engineering, and data visualization tasks to prepare datasets for model training and evaluation.
  • Learn and apply best practices in AI/ML development, including model selection, hyperparameter tuning, and model evaluation techniques.

Qualifications:

  • • 6+ years of experience in AI/ML, with a strong focus on generative AI, LLMs, and RAG systems.
    • Proficiency in Python and its libraries for machine learning and data analysis (e.g., PyTorch).
    • Hands-on experience with LangChain, Pinecone, LlamaIndex, and OpenAI models.
    • Proven track record of building scalable machine learning systems and pipelines.
    • Strong understanding of generative techniques, RAG architecture, and prompt engineering.
    • Familiarity with both cloud-based and open-source LLM frameworks such as Azure OpenAI and   LlamaIndex.

Skills

  • • PyTorch
  • • LangChain
  • • LlamaIndex
  • • Pinecone
  • • Other relevant pipeline

Benefits

  • Competitive salary in the range of 8 LPA to 15 LPA based on experience and qualifications.
  • Opportunity to work on diverse AI/ML projects spanning various industries and domains.
  • Published on: 7th October 2024
  • Vacancy: 1
  • Employment Status: Full-time
  • Experience: 6+ year(s)
  • Job Location: Coimbatore, India