Leading AI and Machine Learning Solutions Developer

5 days ago

Pune, Maharashtra, India Morpheus Human Consulting Private Limited Full time

Job Title: Leading AI and Machine Learning Solutions Developer

About the Role:

We are seeking an experienced AI and machine learning engineer to lead our team in developing innovative solutions. As a key member of our technology department, you will be responsible for designing, implementing, and deploying advanced AI models, with a focus on Generative AI and Large Language Models (LLMs).

Responsibilities:

  • Conduct research in Generative AI, leveraging public and private datasets to solve business problems.
  • Act as a domain expert in large language models and NLP.
  • Collaborate with domain experts and AI modelers to develop models for investment-related applications.
  • Leverage prompt engineering, agents, and fine-tuning techniques for LLM development.
  • Validate models through benchmarking analysis and user engagement, and document models for internal validation.
  • Build and maintain MLOps/LLMOps pipelines for continuous monitoring and optimization of LLM applications.
  • Explore synthetic data generation techniques and other advanced methodologies.
  • Stay updated on the latest advancements in Generative AI and propose innovative solutions.

Key Skills and Qualifications:

  • Proficiency in deep learning architectures such as RNN, LSTM, and Transformer models.
  • Knowledge of BERT (encoder-only), GPT (decoder-only), and FLAN T5 (encoder-decoder) models.
  • Experience with both open-source and closed-source LLMs.
  • Proficiency in orchestration tools like LangChain and LlamaIndex.
  • Hands-on experience with serving and inferencing frameworks such as Text Generation Inference (TGI) and vLLM.
  • Expertise in developing, evaluating, deploying, and monitoring LLM applications, including Retrieval-Augmented Generation (RAG), Agents, or LLM Fine-tuning.
  • Strong background in MLOps/LLMOps practices on major cloud platforms, specifically with Azure OpenAI and Azure DevOps.

Benefits:

  • A competitive salary of ₹1,500,000 - ₹2,500,000 per annum.
  • An attractive benefits package, including health insurance, retirement savings, and paid time off.
  • Ongoing professional development opportunities, including training, mentorship, and conference attendance.
  • The chance to work with a talented team of engineers, researchers, and innovators.

What We're Looking For:

  • A strong track record of building AI and machine learning solutions, with a focus on Generative AI and LLMs.
  • Excellent technical skills, including proficiency in Python, TensorFlow, PyTorch, and related libraries.
  • Effective communication and collaboration skills, with the ability to work with cross-functional teams.
  • A passion for innovation and a willingness to learn and adapt quickly.

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