Data Science / AI Engineer
Data Science / AI Engineer
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$ 144000 - 240000
1 Vacancy
Job Description
Introduction to the job
ASML brings together the most creative minds in science and technology to develop lithography machines that are key to producing faster cheaper more energyefficient microchips. We design develop integrate market and service these advanced machines which enable our customers the worlds 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 the Netherlands and we have 18 office locations around the United States. We are currently recruiting for positions located at our office in San Diego CA (EUV laser source creation).
As the worlds leading semiconductor lithography machine manufacturer ASML enables chip manufacturers to make cheaper faster chips thereby enabling all the technology you use today. The machines we make require high speed magnetically levitated stages with subnanometer accuracy robotic mask delivery systems mechatronic devices to shape and correct the laser illumination source and optical modules that can detect subnanometer alignment errors and pattern distortions. Temperature controlled to millikelvins particulate free and operating in complete vacuum the technical challenges are endless. Solving these requires expertise in servo controls mechatronics mechanical engineering electrical engineering embedded software engineering optics physics manufacturing industrialization and more. If you like extreme challenges and want to help bring the next generation of technology to the world then come join ASML.
The EUV Source team in San Diego operates in a fastpaced uniquely innovative and challenging environment to deliver newtoindustry products supporting the commercialization of EUV technology by ASML. The Data Science/AI Engineer will be part of the EUV Source Performance team within ASML San Diego. Due to high complexity of the EUV light source we as Source Performance are a dedicated team with the mission to validate and ensure that EUV sources meet or exceed customer performance requirements and expectations. In order to execute this mission EUV Source Performance acts as the critical enabler of knowledge acquisition and transfer throughout the products development process via:
Substantive participation in the technology development and system definition process for products in definition and early development stage.
Ensuring quality of the module to subsystem to systemlevel performance testing and validation for the products in integration phase.
Driving technology improvements enabling new products field release and refinement of system specifications based upon deep understanding of factory and field performance.
The creation and delivery of analytic tooling action plans and procedures to drive maximum solving power of our customer support organizations for sustaining products.
Role and responsibilities
Collaborate to design and implement endtoend AI and data science lifecycle from data collection and preprocessing to model deployment and monitoring providing technical leadership and guidance.
Apply theoretical models concepts methods and novel experimental techniques to quantitatively interpret performance of EUV source systems across a wide range of issues and multiple technical disciplines.
Produce clear concise technical documentation in defined company formats present results and align with crossfunctional teams.
Work closely with and crossfunctional groups (systems engineering development engineering scientists IT global customer support personnel manufacturing personnel) to drive results in AI projects.
Education and experience
Bachelor or MS in Computer Science Data Science or Machine Learning.
Minimum 8 to 10 years experience in a similar role.
The ideal candidate will be a handson fullstack engineer (data engineering data science and AI) with experience in taking AI/ML applications from concept to deployment. This includes:
Building datasets suitable for AI/ML using SQL pandas and pyspark and in particular scaling those jobs on databricks to GB and TB scale
Exploratory analysis preprocessing and preparation of datasets for suitable AI/ML pipelines
Ability to interface with domain experts to understand EUV physics and operational principles necessary to contextualize data properly and gain novel insights that domain experts will find accurate and relevant
Experience with physics inspired neural networks or dynamical systems
Experience spanning classical ML techniques (sklearn regression clustering classification) to deep learning
Experience with LLMs RAG finetuning vector databases and embedding models (nice to have)
Developing and optimizing neural network architectures using frameworks such as TensorFlow and PyTorch.
Implementing scalable machine learning models and algorithms in a cloudbased environment.
Proficiency in using GPU and TPU hardware accelerators for deep learning training and inference.
Understanding of the concept of large complex system integration and practices.
Skills
Excellent analytical and troubleshooting skills.
Excellent interpersonal and customer service skills with an advanced understanding of customer relationship building.
Excellent written and verbal communication skills.
Ability to reduce large amounts of data create a concise summary and effectively report results through written and/or graphical formats.
Ability to define and execute tasks based on project descriptions with minimum or no supervision.
Other information
PHYSICAL DEMANDS AND WORK ENVIRONMENT
The physical demands described here are representative of those that must be met by an employee to successfully perform the essential functions of this job. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions.
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.
The employee is occasionally required to move around the campus.
The employee may occasionally lift and/or move up to 50 pounds.
Will require travel dependent on business needs; travel to overseas and domestic customer sites for 10 % of time may be required.
Can work under deadlines.
May be required to climb or balance.
Work schedule may vary and include evenings and weekends as well as long hours based on business needs.
The 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 jobrelated 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 Companys 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 United States 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 inclusion
ASML 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 Accommodation
ASML 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 preselection process please send an email to to initiate the companys reasonable accommodation process.
Please note: This email address is solely intended to provide a method for applicants to initiate ASMLs process to request accommodation(s). Any recruitment questions should be directed to the designated Talent Acquisition member for the position.
Employment Type
Full-Time
