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Data Scientist - OSOS

Data Scientist - OSOS

MoznRiyadh, Riyadh Region, Saudi Arabia
23 days ago
Job description

About the role

We are seeking a Data Scientist with an interest in Natural Language Processing (NLP). In this role, you will assist in developing NLP models, apply problem solving skills, and support in pretraining and fine-tuning Large Language Models (LLMs). The ideal candidate will have a foundational understanding of data science, with a desire to specialize in NLP and machine learning, and a passion for learning and developing real-world solutions.

What you'll do

  • Assist in the development and implementation of Natural Language Processing (NLP) models and LLMs
  • Apply problem-solving skills to assist in the development of products and solutions, with a focus on learning and growth
  • Support in pretraining and fine-tuning Large Language Models (LLMs), task solvers, and RAG.
  • Collaborate with cross-functional teams to implement models, monitor outcomes, and iterate on solutions
  • Conduct data analysis and exploratory research to uncover patterns, trends, and insights that can improve model performance and drive business outcomes.
  • Assist in the evaluation and selection of appropriate algorithms, techniques, and methodologies for solving specific NLP problems
  • Collaborate with senior data scientists and managers to document and communicate the results of model development and experiments effectively
  • Stay up-to-date with the latest advancements in NLP, LLMs, RAG, and related fields, actively seeking opportunities to enhance knowledge and skills

Qualifications

  • Bachelor's degree in computer science, Data Science, Engineering, or a related field
  • Proficiency in Arabic language (Native Arabic speaker) is a must. Knowledge of Modern Standard Arabic grammar and morphology is a plus
  • 3+ years of experience as a Data Scientist specialized in NLP or similar role
  • Solid understanding of machine learning, natural language processing (NLP), large language models (LLMs), and deep learning techniques
  • Deep expertise in Python's NLP libraries such as NLTK, SpaCy, and Hugging Face Transformers
  • Excellent problem-solving skills and ML system design with an emphasis on product development
  • Hands-on experience in deep learning frameworks such as TensorFlow or PyTorch
  • Experience in R&D is desirable
  • Experience in one or more of the following is a must :
  • LLMs pre-training, fine-tuning, and building LLMs, with demonstrable results
  • Building Advanced (not plain-vanilla) Retrieval-Augmented Generation (RAG)
  • Information Retrieval, Embedders and Re-rankers training and finetuning
  • Sense of Data quality and Data-centric approaches is a plus
  • Experience in model optimization, serving and scalability is a plus
  • Experience in OCR and its advanced techniques is a plus
  • Familiarity with cloud platforms like AWS, GCP, or Azure is a plus
  • Must be Humble, Excellent, Relevant with a high sense of Ownership
  • You will be at the forefront of an exciting time for the Middle East, joining a high-growth rocket-ship in an exciting space.
  • You will be given a lot of responsibility and trust. We believe that the best results come when the people responsible for a function are given the freedom to do what they think is best.
  • The fundamentals will be taken care of : competitive compensation, top-tier health insurance, and an enabling culture so that you can focus on what you do best.
  • You will enjoy a fun and dynamic workplace working alongside some of the greatest minds in Al.
  • We believe strength lies in difference, embracing all for who they are and empowered to be the best version of themselves.
  • #J-18808-Ljbffr

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