About the job
KPMG Israel is more than a professional services firm, we are a community of people driven by impact.
As part of a leading global network, we partner with the most influential organizations to drive large-scale business and technology transformation, combining strategic thinking, innovation, and advanced technologies.
Guided by integrity, excellence, and forward thinking, we help organizations navigate complexity and create real change.
Our people are at the center, with space to lead, experiment, and grow in a dynamic and collaborative environment that connects personal development with meaningful impact on the future of business and society.
We are seeking for a talented AI/ML developer with strong focus on Python expertise and hands-on experience in AI/ML models to join our Data Science group. The Data Science group plays a pivotal role in driving the execution and delivery of advanced AI and modern Machine Learning solutions, that empower impactful projects to our target sectors.
Key Responsibilities:
- Take part in all development aspects, from concept to production, of AI/ML models and LLM-based features (agents development)
- Stay up to date with state-of-the-art research in the field of LLM and apply relevant advancements to improve our solutions
- Mentor new team members and share your expertise to strengthen the team’s collective knowledge
Requirements
- 4 years in Data Science, with industry experience in building and optimize AI/ML models
- Specialized expertise in modern machine learning methods related to Natural Languages Processing (Transformers, Embeddings, LLMs)
- Experience deploying AI/ML services and applications on at least one major cloud platform (Azure, AWS, GCP)
- Pratrical skills using modern ML and Generative AI frameworks (Langchain, PyTorch, Tensorflow, Hugging Face and other open-source/ APIs and similar)
- Experience with LLM applications and techniques, such as Retrieval-Augmented-Generation (RAG), Chane-of-Thought (CoT) prompting, and open-source LLMs fine tuning
- Ability to write production ready code, with strong expertise in designing and implementing ML pipelines
- Excellent problem-solving skills with a critical and creative mindset
- Exceptional communication skills and a collaborative approach to teamwork
- BSc, master or PhD in appropiate technology field (Computer Science, Electrical Engineering, Statistics, Applied Math, etc.)
A Big Plus If You Have:
- Extensive experience in integrating and working with vector databases (e.g. Elastic, Milvus and more) for high-performance similarity search, semantic search and embeddings management.
- Experience with building continuous integration and monitoring for Machine Learning applications.
