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AI and Machine Learning Team Lead
Не указаноПолная занятостьAI & Machine LearningCloud ComputingIT Consulting
Lead an AI engineering and data science team delivering production-grade AI systems on AWS. Set technical direction and architecture, and work with enterprise customers to turn business requirements into scalable, secure solutions.
Обязанности
- Recruit, mentor, and manage AI engineers and data scientists; set technical direction and engineering practices.
- Design and deploy AI systems, including RAG pipelines, Text-to-SQL agents, and document processing solutions.
- Build secure enterprise MLOps platforms on AWS, including CI/CD, feature stores, and monitoring.
- Use graph embeddings and graph-based agents to improve reasoning while managing token costs and latency.
- Collaborate with enterprise customers on requirements, architecture, governance, and validation for secure adoption.
- Balance rapid delivery with production-grade reliability and rigor.
Требования
- At least 7 years of experience designing, deploying, and managing production machine learning and AI systems, with a strong data engineering foundation.
- Experience leading, managing, and mentoring data science or AI engineering teams.
- Deep AWS architectural expertise and experience deploying large-scale solutions.
- Hands-on experience with LLMs, deep learning frameworks, domain-specific prompting, and vector search or Elasticsearch.
- Experience with graph databases such as Neo4j and scalable pipelines for high-volume data.
- Master’s degree or equivalent in engineering, mathematics, computer science, or a related quantitative field.
- Fluent Hebrew and English.
Будет плюсом
- Experience defining architecture standards toward milestones such as AWS ML Competency.