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Senior Machine Learning Engineer
Не указаноПолная занятостьAI & Machine LearningCloud Computing ServicesIT Consulting
Lead the architecture, development, and production deployment of enterprise AI and machine learning solutions on AWS. Own scalable MLOps architectures, advanced data pipelines, generative AI and retrieval-augmented systems, while advising enterprise customers and mentoring engineers.
Обязанности
- Lead end-to-end architecture, development, and production deployment of machine learning models, predictive analytics, NLP, and generative AI systems
- Define and implement enterprise MLOps strategies, including CI/CD, automated training, monitoring, model versioning, and governance
- Design AWS AI and machine learning solutions using managed services while optimizing performance and cost
- Lead scalable ETL infrastructure and feature-store pipelines for model training
- Design ingestion, processing, vector search, and graph-based reasoning systems for unstructured data
- Advise enterprise customers and senior internal stakeholders on AI adoption and scalable machine learning architecture
- Mentor junior and mid-level engineers and establish coding and architecture standards
Требования
- 5+ years of hands-on experience as a Machine Learning Engineer or highly technical Data Scientist
- Bachelor’s degree in Computer Science, Mathematics, Information Systems, or a related quantitative field
- Expertise in Python and modern machine learning or deep learning frameworks such as PyTorch, TensorFlow, Scikit-learn, or Hugging Face
- Hands-on experience with generative AI, LLMs, fine-tuning, domain-specific prompting, and RAG pipelines
- Extensive AWS architecture experience, including SageMaker, Bedrock, EC2, EMR, and Redshift
- Experience designing data pipelines with technologies such as Spark, Kafka, Kinesis, Elasticsearch, or Hadoop
- Advanced SQL and experience with relational and NoSQL databases, including data modeling at scale
- Fluency in Hebrew and English
- Ability to lead technical workshops, manage stakeholders, and deliver complex projects for enterprise customers
Будет плюсом
- AWS Certified Machine Learning – Specialty
- AWS Certified Solutions Architect – Professional or Associate
- Master’s or graduate degree in a related field
Условия и преимущества
- Learning and personal development supported by experienced leaders
- Equal opportunity employment