Data & Ai Scientist
8 months ago
**About the role**
We are looking for a Data Scientist to analyse large amounts of raw information to find patterns and build data products to extract valuable business insights. Your responsibilities include:
- Identify valuable data sources and automate collection processes
- Undertake pre-processing of structured and unstructured data
- Analyse large amounts of information to discover trends and patterns
- Combine models through ensemble modelling
- Present information using data visualization techniques
- Propose solutions and strategies to business challenges
- Collaborate with engineering and product development teams
**Essential skills and experience**
- Design, develop, and implement LLM solutions.
- Possess strong proficiency in using GenAI frameworks to build solution on Hyperscalers (e.g. Azure, AWS and GCP) and on-premise
- Experience with fine-tuning open-source LLMs like Falcon, Mistral, and Zephyr for specific tasks.
- Expertise in building and fine-tuning Retrieval-Augmented Generation (RAG) based chatbots and virtual assistants.
- Familiarity with Langchain and LlamaIndex frameworks
- Prompt engineering and prompt optimization techniques
- Develop and evaluate metrics to measure the success of LLM models.
- Identify and mitigate potential risks associated with bias and fairness in LLMs.
- Understanding of LLM guardrails and implementation
- Understanding of Infrastructure setup on Nvidia & other GPU setups and requirements
- Stay up-to-date on the latest advancements in LLM research, including generative AI techniques.
- Collaborate effectively with cross-functional teams
- Strong programming skills (Python preferred).
- Excellent communication and collaboration skills.
- Ability to work independently and as part of a team.
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