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Transformative Data Expert

2 weeks ago

Chennai, Tamil Nadu, India beBeeDataScience Full time US$ 1,50,000 - US$ 2,00,000
Senior Data Scientist

We are seeking a highly skilled Senior Data Scientist to join our team. This role involves developing and deploying advanced data-driven solutions that drive business growth and innovation.

Key Responsibilities:
  • Design and implement AI-driven systems that transform user experiences and streamline business processes.
  • Employ data-centric methodologies to improve model accuracy and responsiveness by curating high-quality datasets and optimizing real-time performance.
  • Adapt and fine-tune large language models for domain-specific applications using advanced techniques like instruction tuning, domain adaptation, and reinforcement learning from human feedback (RLHF).
  • Architect and refine AI agents that solve complex business challenges, leveraging LLMs to deliver personalized, user-centric solutions.
  • Innovate with cutting-edge generative AI models such as LLM, VLM, GANs, and VAEs to create tailored applications for dynamic content creation, predictive analytics, and enhanced automation.
  • Deploy and scale LLM-based solutions on platforms like GCP, AWS, and Azure to address real-world business problems with precision and efficiency.
Requirements:
  • Bachelor's or Master's degree in Computer Science, Math, Physics, Engineering, Statistics, or another quantitative or computational field. Advanced degrees preferred.
  • Fine tuning experience of Large Language models (LLMs, VLLMs, or Vision models)
  • Distributed training or inference experience with frameworks like Ray, vllm, openllm, bentoML etc.
  • Experience with frameworks like LangChain, Llamaindex for building maintainable, scalable Generative AI applications.
  • Deployment experience or optimized hosting experience of Large Language models (LLMs, VLLMs, or Vision models)
  • Experience working with any Vector database like Milvus, FAISS, ChromaDB etc
  • Experience developing agents with frameworks like LangGraph, CrewAI, Autogen etc
  • Experience with prompt engineering
  • Keeping up with latest market trends
  • Experience working with open source large language models from HuggingFace
  • Experience working with atleast one public cloud provider such as Azure, AWS or GCP
  • Experience working with container technology like Docker, ECS etc
  • Experience with DevOps practices and CI/CD pipelines for data solutions
  • Experience in deploying solutions to production with Kubernetes or OpenShift
  • Experience with managing ML workflows with MLFlow or DVC
Attributes:
  • Strong written and verbal communication skills
  • Ability to effectively communicate technical concepts to technical and non-technical stakeholders
  • Proactive mindset for collaboration across teams to achieve shared goals
  • Strong ability to solve complex problems with a focus on scalability, efficiency, and domain relevance
  • Articulation skills
  • Self-starter who requires minimal oversight
  • Ability to prioritize and manage multiple tasks
  • Process orientation and the ability to define and set up processes