AI/ML Developer

Description

We are KPMG’s technology arm in Israel. KPMG delves headfirst into the power of emerging technologies and scientific breakthroughs to craft solutions, projects, and products for companies facing complex business challenges in today’s continuously changing world. By uniting groundbreaking technology with industry expertise, we are able to harness the potential of cloud, AI, ML, digital, and cyber to design and implement top-of-the-line tailored solutions.

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

• 3+ 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.