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Data Scientist

Unlock employer Dubai, United Arab Emirates Posted: 19 Apr 2024

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Salary unspecified
Zero income tax location

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Requirements

Experience: Intermediate

Software & Engineering

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Position

Role: Data Scientist
Responsibilities:
- 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
- Build predictive models through the application of machine-learning algorithms
- 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
- Proficiency in using GenAI frameworks on Hyperscalers (e.g., Azure, AWS, and GCP) and on-premise
- Experience with fine-tuning open-source LLMs like Falcon, Mistral, and Zephyr
- 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 for LLM models
- Identify and mitigate potential risks associated with bias and fairness in LLMs
- Document findings and LLM applications clearly and concisely
- 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
- Strong programming skills (Python preferred)
- Excellent communication and collaboration skills
- Ability to work independently and as part of a team

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