Machine Learning Innovator

19 hours ago


Tiruppur, Tamil Nadu, India beBeeMachineLearning Full time US$ 1,60,000 - US$ 2,20,000
Job Opportunity

About the Role

We are seeking a skilled Machine Learning Innovator to join our team. The ideal candidate will have experience in healthcare data and be able to leverage this data to build algorithms that personalize treatments based on clinical and behavioral history.

The role requires a strong background in machine learning, with experience in deep learning frameworks such as PyTorch and HuggingFace transformers. Additionally, the candidate should have hands-on experience with at least one ML platform from Databricks, Azure ML, or Sagemaker.

A Day in the Life

  • Design and lead the development of various artificial intelligence initiatives to improve health and wellness of patients.
  • Work with business leaders and customers to understand pain-points and build large-scale solutions.
  • Define technical architecture to productize machine-learning algorithms and take them to market with partnerships with different organizations.
  • Break down complex business problems into machine learning problems and design solution workflows.
  • Work with the data platform and applications team to integrate data science capability or algorithms in their product/workflows.
  • Build tools for repeatable data tasks to accelerate and automate development cycle.

Key Requirements

  • Masters in Computer Science, Computer Engineering or other relevant fields (PhD Preferred)
  • 3+ years of experience in Data Science (healthcare experience a plus)
  • Strong hands-on experience in Python - building enterprise applications
  • Deep experience in classical and new age NLP techniques - must have either trained or fine-tuned a transformer architecture
  • Understanding new age fine LLM tuning techniques like PEFT [experience with LoRA and QLoRA preferred]
  • Hands on experience with GenAI tools and techniques including but not limited to RAG, VectorDBs, Agentic AI fundamentals
  • Proficiency in at least one of the following - LangChain, Crew.AI


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