Senior Data Scientist, NLP/LLM
- תל אביב
- משרה קבועה
- משרה מלאה
- Research, experiment, develop and productize advanced NLP, LLM and autonomous agent solutions in various domains such as classification, summarization, translation, information retrieval and AI assistant.
- Use advanced deep learning and large language models, to enhance Shield's ability to find the needle in a haystack in the world of structured & unstructured data of financial electronic communication.
- Conduct rigorous experimentation, analysis, and optimization to ensure performance, efficiency, and scalability.
- Develop processes, tools and frameworks to monitor and analyze model performance and data accuracy
- Innovate, develop, and test state-of-the-art approaches to solve our challenging problems: domain adaptation, fine-tuning, prompt engineering, zero- and few-shot learning, autonomous agents, using open and close large language models.
- Assist and mentor other team members in the implementation and research
- Collaborate closely with domain experts, product and engineering teams to translate research breakthroughs into scalable commercial products
- Identify the latest technology to improve our AI capabilities in a variety of languages and help shaping our AI roadmap
- M.Sc. in Computer Science or a related field. Ph.D. - an advantage
- 4+ years of hands-onindustry experience in NLP, deep learning, large language models, generative AI, and prompt engineering.
- Proficiency in Python - a must.
- Proven track record of designing and operating AI/ML systems in production, including considerations for performance, observability and monitoring - a must
- Hands-on expertise with modern ML frameworks (PyTorch, Hugging Face Transformers) and GenAI toolkits (e.g., LangChain, LlamaIndex); proficiency with cloud ML platforms (AWS, GCP, Azure) and MLOps best practices
- Experience with ASR - an advantage
- Team player
Mploy