Principal AI/ML Engineer, Manufacturing
Ireland, Limerick
Analog Devices
Analog Devices is a global leader in the design and manufacturing of analog, mixed signal, and DSP integrated circuits to help solve the toughest engineering challenges.Analog Devices, Inc. (NASDAQ: ADI) is a global semiconductor leader that bridges the physical and digital worlds to enable breakthroughs at the Intelligent Edge. ADI combines analog, digital, and software technologies into solutions that help drive advancements in digitized factories, mobility, and digital healthcare, combat climate change, and reliably connect humans and the world. With revenue of more than $12 billion in FY23 and approximately 26,000 people globally working alongside 125,000 global customers, ADI ensures today’s innovators stay Ahead of What’s Possible. Learn more at www.analog.com and on LinkedIn.
Responsibilities
- Contribute to our Manufacturing AI team by developing AI/ML models, software, and solutions that drive yield improvements in our internal manufacturing.
- Lead team in conceptual design, modeling, validation and implementation of AI/ML models.
- Drive engagement with global operations stakeholders (wafer fab, test technology, product engineering)
- Leverage deep semiconductor manufacturing domain expertise to identify and exploit opportunities for AI-driven process improvement and cost reduction
Qualifications
- 8+ years of hands-on experience in creating machine learning solutions in high-volume manufacturing environments, and delivering production-grade software and ML models.
- Knowledge of range of modeling practices with ability to apply them in to supply problems
- Ability to "think outside of the box" and develop new and creative solutions where standard approaches do not fit.
- Experience with modern AI and data tech stacks.
- Proficiency in Python and software development practices
- Business-aware and results-oriented, with the ability to engage with stakeholders to ensure solutions deliver expected value.
- Cross cultural awareness and ability to collaborate effectively in a global environment.
- Education: MS or equivalent preferred.
For positions requiring access to technical data, Analog Devices, Inc. may have to obtain export licensing approval from the U.S. Department of Commerce - Bureau of Industry and Security and/or the U.S. Department of State - Directorate of Defense Trade Controls. As such, applicants for this position – except US Citizens, US Permanent Residents, and protected individuals as defined by 8 U.S.C. 1324b(a)(3) – may have to go through an export licensing review process.
Analog Devices is an equal opportunity employer. We foster a culture where everyone has an opportunity to succeed regardless of their race, color, religion, age, ancestry, national origin, social or ethnic origin, sex, sexual orientation, gender, gender identity, gender expression, marital status, pregnancy, parental status, disability, medical condition, genetic information, military or veteran status, union membership, and political affiliation, or any other legally protected group.
Job Req Type: ExperiencedRequired Travel: Yes, 10% of the time
Shift Type: 1st Shift/Days
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Engineering Machine Learning ML models Python Security
Perks/benefits: Career development
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