Advanced Machine Learning Solutions Architect

4 days ago


Mumbai, Maharashtra, India beBeeMachineLearning Full time ₹ 1,20,00,000 - ₹ 2,00,00,000
Lead Machine Learning Engineer

Job Description:

Spearhead the design, development, and deployment of advanced machine learning models and systems as a Lead Machine Learning Engineer. You will collaborate closely with engineering and product teams to build innovative solutions for financial markets.

Key Responsibilities:

  • Collaborate with cross-functional teams to integrate machine learning solutions into products.
  • Drive innovation by researching and applying the latest machine learning techniques and technologies.
  • Lead the development of end-to-end machine learning workflows with a focus on large language model-based architectures and applications.
  • Fine-tune and optimize open-source and proprietary large language models for real-world use cases.
  • Apply techniques like retrieval-augmented generation, prompt engineering, and model compression to improve performance and efficiency.
  • Work with product and engineering teams to integrate large language models into customer-facing applications.
  • Guide data collection, training pipeline setup, and deployment infrastructure.
  • Stay current with advances in the large language model and generative AI space and assess their relevance to our work.

Requirements:

  • Strong expertise in Python, machine learning frameworks (TensorFlow, PyTorch, etc.), and cloud platforms (AWS/GCP/Azure).
  • Strong machine learning/NLP background with a proven track record in developing and shipping large language model-powered products.
  • Deep familiarity with tools like Hugging Face Transformers, LangChain, OpenAI/Anthropic APIs, vector databases (e.g., Pinecone, Weaviate), and orchestration frameworks.
  • Solid understanding of model evaluation, performance tuning, and responsible AI principles.
  • Comfortable working in fast-paced, cross-functional environments.
  • Knowledge and exposure to financial markets will be a huge plus.


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