Senior Data Scientist

Posted 4 Days Ago
28 Locations
Remote
Senior level
Information Technology • Software
The Role
Develop and optimize large language models for NLP tasks, conduct research, collaborate with teams, and communicate technical concepts. Requires a strong background in machine learning and active involvement in model deployment and performance evaluation.
Summary Generated by Built In

We are seeking an experienced Mid/Mid+ Data Scientist with expertise in Large Language Models (LLMs) such as GPT, Claude, and related technologies to join our team in Ukraine. The ideal candidate will have a strong background in natural language processing (NLP), machine learning, and deep learning models. They will play a critical role in developing and deploying cutting-edge LLM applications to drive innovation across our product lines.

Responsibilities:

  • Design, develop and optimize Large Language Models for various NLP tasks such as text generation, summarization, translation, and question-answering
  • Conduct research and experiments to push the boundaries of LLM capabilities and performance
  • Collaborate with cross-functional teams (engineering, product, research) to integrate LLMs into product offerings
  • Develop tools, pipelines and infrastructure to streamline LLM training, deployment and monitoring
  • Analyze and interpret model outputs, investigate errors/anomalies, and implement strategies to improve accuracy
  • Stay current with the latest advancements in LLMs, NLP and machine learning research
  • Communicate complex technical concepts to both technical and non-technical stakeholders
  • MS or PhD degree in Computer Science, Data Science, AI, or a related quantitative field
  • 4+ years of hands-on experience developing and working with deep learning models, especially in NLP/LLMs
  • Expert knowledge of Python, PyTorch, TensorFlow, and common deep learning libraries
  • Strong understanding of language models, attention mechanisms, transformers, sequence-to-sequence modeling
  • Experience training and fine-tuning large language models
  • Proficiency in model deployment, optimization, scaling and serving
  • Excellent problem-solving, analytical and quantitative abilities
  • Strong communication skills to present technical information clearly
  • Ability to work collaboratively in a team environment
  • Fluency in Ukrainian and English

Preferred:

  • Research experience in LLMs, NLP, machine learning
  • Experience working with multi-modal data (text, image, audio)
  • Knowledge of cloud platforms like AWS, GCP for model training
  • Understanding of MLOps and production ML workflows
  • Background in information retrieval, knowledge graphs, reasoning

Top Skills

AWS
GCP
Python
PyTorch
TensorFlow
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The Company
HQ: Petah Tikva
399 Employees
Year Founded: 2005

What We Do

Commit is a global tech services company with offices in Israel, US, Canada, UK, and Europe.

The company was founded in 2005 and has over 700 multi-disciplinary innovation experts who serve a broad range of companies, from small startups to large enterprises in multiple business sectors.
Commit specializes in advanced technologies and applications with dedicated practices in Cloud, GenAI, Software, IoT, Big Data, Cyber, Collaboration, Data center migration projects, and more.

Commit offers innovative, end-to-end technology solutions by developing custom software and IoT platforms for clients looking to build their next-gen products within the modern ICT world.

Commit’s complete and comprehensive engineering powerhouse of resources, and proprietary Flexible R&D methodology helps transform its clients’ technology visions into high-quality products while reducing costs and improving time-to-market.

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