AI/ML Engineer

1 week ago

Hsinchu City, Taiwan Texas Instruments Full time $80,000 - $150,000 per year

Job Description
Change the world. Love your job.
Responsibilities
Texas Instruments is seeking experienced Data Scientist to join our team. The role will be responsible for the tool optimization, including productivity, stability and cost. Detailed responsibilities include:

  • Use TI fab tool data to identify actionable optimization strategies and improve tool KPIs, such as availability, utilization, efficiency, PPH, MTBC, MTTR and parts lifetime etc.
  • Develop AI/ML data-driven solutions to validate hypotheses

  • Work with international fab experts to provide TI's in-house solutions for:

  • PM scheduling, unplanned PM, PM quality and prolongation

  • Inhibition, idle and clean analysis and strategies
  • Golden tool analysis, EC (equipment constants) data mining and management
  • Robot arm movement efficiency
  • Parts management, including lifetime estimation, failure prediction and quality check

  • Recipe efficiency

  • Provide technical analysis reports with simulated results and proposed solutions.

Qualifications
Minimum requirements:

  • M.S. or Ph.D. in engineering, data science, control systems or related disciplines
  • Fab experiences, especially equipment engineering

Preferred Qualifications

  • Familiar with data mining / machine learning / AI solutions

  • Pattern mining and recognition

  • Probability model building / Risk assessment
  • Time series data analysis
  • Python, toolkits and DB skills

  • Ability to frame real-world engineering problems into structured optimization tasks

  • Familiar with semiconductor manufacturing tools

  • Experiences on Tool/Parts analysis

  • PM knowhow, Parts quality and tool productivity
  • Signals, data and logs

About Us
Why TI?

  • Engineer your future. We empower our employees to truly own their career and development. Come collaborate with some of the smartest people in the world to shape the future of electronics.
  • We're different by design. Diverse backgrounds and perspectives are what push innovation forward and what make TI stronger. We value each and every voice, and look forward to hearing yours. Meet the people of TI
  • Benefits that benefit you. We offer competitive pay and benefits designed to help you and your family live your best life. Your well-being is important to us.

About Texas Instruments
Texas Instruments Incorporated (Nasdaq: TXN) is a global semiconductor company that designs, manufactures and sells analog and embedded processing chips for markets such as industrial, automotive, personal electronics, communications equipment and enterprise systems. At our core, we have a passion to create a better world by making electronics more affordable through semiconductors. This passion is alive today as each generation of innovation builds upon the last to make our technology more reliable, more affordable and lower power, making it possible for semiconductors to go into electronics everywhere. Learn more at .

Texas Instruments is an equal opportunity employer and supports a diverse, inclusive work environment.

If you are interested in this position, please apply to this requisition.

About The Team
TI does not make recruiting or hiring decisions based on citizenship, immigration status or national origin. However, if TI determines that information access or export control restrictions based upon applicable laws and regulations would prohibit you from working in this position without first obtaining an export license, TI expressly reserves the right not to seek such a license for you and either offer you a different position that does not require an export license or decline to move forward with your employment.

  • Lead Product Validation AI/ML Engineer

    1 week ago

    Sanchong District, New Taipei City, Taiwan Jabil Full time $90,000 - $120,000 per year

    AI/Machine Learning EngineerJOIN US. MADE POSSIBLE. MADE BETTER.Our Product Validation department is embarking on an exciting and critically important journey to leverage the power of Artificial Intelligence and Machine Learning (AI/ML) to revolutionize our testing processes. This role holds paramount significance as we aim to build a AI/ML architecture that...

  • Lead Product Validation AI/ML Engineer

    1 week ago

    Sanchong District, New Taipei City, Taiwan myGwork - LGBTQ+ Business Community Full time $104,000 - $130,878 per year

    This job is with Jabil, an inclusive employer and a member of myGwork – the largest global platform for the LGBTQ+ business community. Please do not contact the recruiter directly.At Jabil we strive to make ANYTHING POSSIBLE and EVERYTHING BETTER. We are proud to be a trusted partner for the world's top brands, offering comprehensive engineering,...

  • AI/ML Manager

    1 week ago

    Hsinchu City,, Taiwan Texas Instruments Full time $150,000 - $200,000 per year

    Job DescriptionChange the world. Love your job.About The JobRole Objective: Lead the Tool Solution Team to develop AI/ML-based strategies and engineering solutions focusing on productivity, preventive maintenance efficiency, parts lifetime, recipe optimization, and dispatching strategy, with the goal of improving equipment performance and cost stability.Key...

  • Senior Software/Infra Engineer

    1 week ago

    Taipei City, Taipei City, Taiwan Footprint-AI Full time $90,000 - $120,000 per year

    Company DescriptionFootprint AI offers "Streamlined AI" through the Kafeido platform, integrating LLMOps with proprietary technology to improve model performance and reduce GPU dependency. Our customers span across finance, education, manufacturing, and internet sectors. We provide enterprise solutions invoice AI, federated learning, and smart city...

  • Senior Software Engineer, Cloud ML Compute Service

    1 week ago

    Taipei City, Taiwan Google Full time $90,000 - $120,000 per year

    Minimum qualifications:Bachelor's degree in Computer Science or equivalent practical experience. 5 years of experience with software development in one or more programming languages, and with data structures/algorithms. 3 years of experience with full stack development, across back-end such as Python, Java, C++, or GO codebases. 3 years of experience...

  • Embodied AI Model Security Engineer

    1 week ago

    Taipei, Taipei City, Taiwan VicOne Full time $125,000 - $175,000 per year

    We are seeking a highly skilled **Embodied AI Model Security Engineer** to join our AI research and robotics engineering team. This hybrid role blends **AI/ML expertise** with **robotics simulation and control**, focusing on the development, fine-tuning, and secure deployment of embodied AI systems. You will design training pipelines, work with robot...

  • Senior Software Engineer, AI Experience, Silicon

    1 week ago

    Banqiao District, New Taipei City, Taiwan Google Full time $150,000 - $250,000 per year

    Google welcomes people with disabilities.Minimum qualifications:Bachelor's degree or equivalent practical experience.5 years of experience with software development in one or more programming languages, and with data structures/algorithms.5 years of experience testing, maintaining, or launching software products, and 1 year of experience with software design...

  • Senior Software Engineer, Cloud AI/Machine Learning Infrastructure

    1 week ago

    Taipei, Taipei City, Taiwan Google Full time $150,000 - $200,000 per year

    Google welcomes people with disabilities.Minimum qualifications:Bachelor's degree in Computer Science or equivalent practical experience.5 years of experience with software development in one or more programming languages, and with data structures/algorithms.3 years of experience with full stack development, across back-end such as Python, Java, C++, or GO...

  • Senior Data Scientist(CV, ML)

    1 week ago

    New Taipei City, New Taipei City, Taiwan Foxconn Interconnect Technology (FIT) Full time $125,000 - $175,000 per year

    The ideal candidate will be responsible for working cross-functionally to understand data and AI needs across multiple business units. To be effective in this position, you must feel comfortable owning the entire computer vision workflow, including leveraging advanced deep learning techniques and state-of-the-art architectures, from data collection and...

  • F0186 - AI MQA (Software Test Engineer)

    1 week ago

    Taipei, Taipei City, Taiwan Ubiquiti Inc. Full time $90,000 - $120,000 per year

    About UbiquitiAt Ubiquiti Inc., we create technology platforms for Businesses, Smart Homes, and Internet Service Providers, driven by our goal to connect everyone, everywhere. To date, Ubiquiti has shipped over 100 million devices worldwide, from ISP networking products to next generation of IT solutions. Our growth is made possible by the dedicated team of...