Job title: Staff Machine Learning Engineer
Company: ASML
Job description: IntroductionASML US, including its affiliates and subsidiaries, bring together the most creative minds in science and technology to develop lithography machines that are key to producing faster, cheaper, more energy-efficient microchips. We design, develop, integrate, market, and service these advanced machines, which enable our customers – the world’s leading chipmakers – to reduce the size and increase the functionality of their microchips, which in turn leads to smaller, more powerful consumer electronics. Our headquarters are in Veldhoven, Netherlands, and we have 18 office locations around the United States including main offices in Chandler, Arizona, San Jose and San Diego, California, Wilton, Connecticut, and Hillsboro, Oregon.Job MissionThe EUV source team in San Diego operates in a fast-paced, uniquely innovative and challenging environment to create new-to-industry solutions with rapid productization to support an aggressive commercialization plan for the EUV technology within ASML. The Controls Department is responsible for the development and engineering of the control loops for the EUV light source system. The EUV light source system is a complex and challenging system that requires sophisticated control algorithms, real-time embedded software, high speed electronics, and precision sensors to produce stable EUV light under dynamic conditions.We are in search of an accomplished and driven Machine Learning Engineer who has a robust understanding of Large Language Models and Generative AI. Your primary role will involve decoding and applying groundbreaking research and setting the course for the team in this thriving field. This Machine Learning Engineer is a key enabler to further develop the site’s AI competence.Duties and ResponsibilitiesPerforms the design, development, and implementation of complex algorithms involving controller design, system identification, signal processing and dataset analysis using Artificial Intelligence and Machine Learning techniques.
Work on a wide variety of AI projects, such as physics based model development, machine learning, Gen-AI, for the development of the EUV source, and partner with engineering teams to integrate ML models and solutions, ensuring performance optimization and alignment with broader Product goals.
Leading the exploration and application of Large Language Models and Generative AI, venturing into new areas within these fields.
Actively engaging in all aspects of model development, from ideation and experimentation to deployment.
Work with large-scale data sets and intensive hand-on algorithm development
Develop and implement complex algorithms for controller design, system identification, signal processing and dataset analysis using AI and ML techniques.
Apply scientific and mathematical control design principles and concepts to potential inventions and products, using ML techniques and tools. Conduct laboratory research on algorithm design and validation, as well as ML model development and evaluation.
Set the team’s strategic direction, foster an environment that promotes innovation and professional growth.
Other duties as assigned.Automation/Algorithms/Controls SpecificWorks from broadly defined systems specifications to determine appropriate top-down automation, control system and algorithm architecture.
Generates software and /or firmware requirements for control algorithm implementations
Plans and executes laboratory research pertaining to algorithm design and validation in lab test bench and/or cleanroom
Designs and builds tools that allow debugging, analysis and performance evaluation of algorithms
Mentors more junior level algorithm engineers through technical guidance and assistance.SkillsExperience with optimization, approximation algorithms, deep learning, and hands-on implementation of these techniques.
Ability to translate, statistically analyze large amounts of data and effectively report problems through written and/or graphical formats.
Comprehensive knowledge and hands-on experience with fine-tuning approaches and training models.
Proven problem-solving and leadership abilities, with the capacity to steer the team’s research and practical applications in a collaborative and fast-paced environment.
Experienced in one or more of the following ML areas: Computer Vision, NLP, GenAi, AR/VR, Document Intelligence, or similar areas.
In-depth experience in Machine Learning, with a particular emphasis on Large Language Models (LLMs) and Generative AI.
Experience with deep learning framework such as Pytorch, TensorFlow and Keras.
Published research in the field of Machine Learning or AI is highly desirable.
Excellent written and verbal communication skillsEducation and ExperienceAn advanced degree (Master’s or Ph.D.) in Computer Science, Machine Learning, Physics, Engineering or a related field
10+ years’ experience overall. Must have a minimum of 5 years’ experience in a similar role.
Experience in the semiconductor industry a plus.
Ongoing professional development in Machine Learning and Artificial Intelligence domains is expected.Other InformationThis position is located on-site in San Diego, CA. It works on a hybrid schedule, 3 days onsite, 2 days remote. It requires onsite presence to attend in-person work-related events, trainings and meetings and to further ensure teamwork, collaboration and innovation.
Routinely required to sit; walk; talk; hear; use hands to keyboard, finger, handle, and feel; stoop, kneel, crouch, twist, reach, and stretch. Occasionally required to move around the campus.
Occasionally lift and/or move up to 20 pounds.
Specific vision abilities required by this job include close vision, color vision, peripheral vision, depth perception, and ability to adjust focus.
Must be willing to work in a clean room environment, wearing coveralls, hoods, booties, safety glasses and gloves for entire duration of shift.
While performing the duties of this job, the employee routinely is required to sit; walk; talk; hear; use hands to keyboard, finger, handle, and feel; stoop, kneel, crouch, twist, reach, and stretch.Potential candidates will meet the education and experience requirements provided on the above job description and excel in completing the listed responsibilities for this role. All candidates receiving an offer of employment must successfully complete a background check band any other tests that may be required.EOE AA M/F/Veteran/DisabilityThe current base annual salary range for this role is currently:Pay scales are determined by role, level, location and alignment with market data. Individual pay is determined through interviews and an assessment of several factors that that are unique to each candidate, including but not limited to job-related skills, relevant education and experience, certifications, abilities of the candidate and pay relative to other team members.The Company offers employees and their families, medical, dental, vision, and basic life insurance. Employees are able to participate in the Company’s 401k plan. Employees will also receive eight (8) hours of vacation leave every month and (13) paid holidays throughout the calendar year. For more information, please contact the Recruiter or click on this link Compensation & Benefits in the US.All new ASML jobs have a minimum application deadline of 10 days.This position requires access to controlled technology, as defined in the Export Administration Regulations (15 C.F.R. 730, et seq.). Qualified candidates must be legally authorized to access such controlled technology prior to beginning work. Business demands may require ASML to proceed with candidates who are immediately eligible to access controlled technology.Diversity and inclusionASML is an Equal Opportunity Employer that values and respects the importance of a diverse and inclusive workforce. It is the policy of the company to recruit, hire, train and promote persons in all job titles without regard to race, color, religion, sex, age, national origin, veteran status, disability, sexual orientation, or gender identity. We recognize that diversity and inclusion is a driving force in the success of our company.Need to know more about applying for a job at ASML? Read our frequently asked questions.Request an AccommodationASML provides reasonable accommodations to applicants for ASML employment and ASML employees with disabilities. An accommodation is a change in work rules, facilities, or conditions which enable an individual with a disability to apply for a job, perform the essential functions of a job, and/or enjoy equal access to the benefits and privileges of employment. If you are in need of an accommodation to complete an application, participate in an interview, or otherwise participate in the employee pre-selection process, please send an email to to initiate the company’s reasonable accommodation process.Please note: This email address is solely intended to provide a method for applicants to initiate ASML’s process to request accommodation(s). Any recruitment questions should be directed to the designated Talent Acquisition member for the position.
Expected salary:
Location: San Diego, CA
Job date: Wed, 04 Sep 2024 22:53:26 GMT
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