Senior Data Scientist

3 hours ago

Migdal HaEmek North District, Israel Tower Semiconductor Full time ₪100,000 - ₪120,000 per year

Tower is a global specialty foundry leader We specialize in manufacturing analog integrated circuits for more than 300 customers worldwide in growing markets such as automotive, medical, industrial, consumer and aerospace and defense, among others.

Job Description

We are looking for an experienced Data Scientist to join our AI team within the Operation Excellence Department and take a leading role in shaping data-driven initiatives across the organization. This position is an individual contributor role with significant ownership and influence - ideal for someone who can independently guide complex AI/ML projects while collaborating closely with cross-functional teams.

You will analyze complex and diverse semiconductor-related datasets, develop predictive and statistical models, and deliver actionable insights that enable data-driven decision-making. The role emphasizes applying advanced ML techniques to extract deep insights, build scalable models, and drive impact in innovative and cutting-edge projects.

Responsibilities

  • Lead the full lifecycle of AI/ML projects, from problem definition to production deployment.
  • Collect, clean, and analyze data from multiple sources, including manufacturing, testing, and engineering systems.
  • Develop advanced algorithms and models across Machine Learning, Deep Learning, and Large Language Models (LLMs).
  • Design and deliver end-to-end AI solutions, including planning, model development, training, validation, and performance monitoring in production environments.
  • Conduct in-depth statistical analyses and transform findings into clear, actionable business insights.
  • Collaborate closely with semiconductor domain experts, software development team and business stake holder to ensure successful implementation and adoption of models.
  • Stay updated with emerging AI/ML technologies and proactively identify opportunities to improve processes and methodologies.

This job is for you if you

  • Enjoy creative thinking and finding innovative solutions
  • Have excellent collaboration and communication skills
  • Highly motivated, capable of working independently and as part of a team
  • Passionate about leading complex projects

Job Requirements:

  • Bachelor's degree in Data Engineering, Statistics, Mathematics, Computer Science, or a related technical field.
  • Master's degree in a relevant field — advantage.
  • 5+ years of hands-on experience
    as a Data Scientist (experience in semiconductor or manufacturing environments — strong advantage).
  • Proven experience developing and implementing ML, Deep Learning, and LLM-based algorithms.
  • Strong programming skills in Python and experience working with relational databases.
  • Deep understanding of development processes and best practices in the LLM domain.
  • Experience building and deploying Deep Learning models using
    PyTorch
    — advantage.
  • Experience developing
    Multi-Agent Systems
    — advantage.
  • Strong communication and leadership abilities; able to lead complex technical programs while operating as an individual contributor.

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