Job Specifications
The group you’ll be a part of
Metior product line works on the development of advanced systems for process diagnostics and metrology of semiconductor wafers. The group falls under CSBG (Customer Support Business Group) upgrades and metrology enabling our customers with premier customer support throughout their lifecycle with Lam. Along with R&D innovation, we drive performance, productivity, safety, and quality of customers installed base performance and deliver service and lifecycle solutions for their most critical equipment and processes.
The impact you’ll make
We are seeking a seasoned and visionary data scientist to lead the design, development and implementation of advanced computer vision as well as machine learning/deep learning algorithms. Ideally a datascientist with a physics background, the candidate is expected to lead the development of Metior’s equipment intelligence, AI/ML infrastructure, ensuring the creation of robust, scalable, and innovative solutions. The ideal candidate will combine deep technical expertise in data science and analytics with a strategic mindset to drive the development of cutting-edge AI/ML algorithms. This position requires understanding of the productization and deployment of ML solutions.
Responsibilities
What you’ll do
Design, Development and implementation of advanced machine learning algorithms as well as physics-based software solutions for our hybrid metrology systems including optical metrology solutions.
Design and development of sophisticated algorithms for image segmentation and classification specific to our metrology systems
Provide strategic direction for the integration of advanced analytics, machine learning, and AI technologies.
Select and evaluate data science tools, frameworks, and platforms to build a cohesive and efficient data science ecosystem.
Hands On ML Model development and derive the right solutions for complex problems. Rapid prototyping and validation of new machine learning as well as deep learning algorithms.
Work closely with software, system engineering and data-science teams to integrate algorithms into product systems as well as contributing to cross-functional innovations.
Work with internal and external customer and stakeholders to define the requirements for next generation ML algorithm requirements to solve challenging customer problems
Datascience related escalation management and troubleshooting potential issues from the field systems
Prepare presentations to all stakeholders and be able to host design reviews
Collaborate effectively with global development teams to ensure seamless deployment and continuous improvement. Stay abreast of emerging technologies to ensure the continuous evolution of our data science capabilities.
Who We’re Looking For
Technical Skills
Extensive experience with data analytics, supervised and unsupervised machine learning including regression models, decision trees, feature engineering, frameworks like Pytorch, TensorFlow, SciKit-learn etc. Familiarity with MLOps with Databricks is a strong advantage.
Strong background in optical physics, numerical simulations, advanced signal processing, computer vision and spectroscopy. Experience working with and handling huge datasets from advanced sensors and imaging systems.
Proficiency in programming languages (e.g., Python, R) and familiarity with data science libraries and frameworks. Familiarity with C# is an added advantage
Ability to analyze large datasets and validate models for accuracy, robustness and reliability. Experience with ML deployment and monitoring strategies to track model performance over time and address issues proactively.
Ability to work cross‑functionally and communicate complex modelling concepts to mixed engineering audiences. Curiosity-driven and a structured problem-solver
Background in parallel/distributed computing, profiling and optimization for computation and memory
Experience working in the development of semiconductor capital equipment systems is preferable.
Qualifications
PhD or MSc in Physics, Applied Physics, Electrical Engineering, Optical Engineering or related field with strong modelling/analytical background.
a minimum of 8 years of related experience with a Bachelor’s degree; or 6 years and a Master’s degree; or a PhD with 3 years experience; or equivalent experience
Our commitment
We believe it is important for every person to feel valued, included, and empowered to achieve their full potential. By bringing unique individuals and viewpoints together, we achieve extraordinary results.
Lam Research ("Lam" or the "Company") is an equal opportunity employer. Lam is committed to and reaffirms support of equal opportunity in employment and non-discrimination in employment policies, practices and procedures on the basis of race, religious creed, color, national origin, ancestry, physical disability, mental disability, medical condition, genetic information, marital status, sex (including pregnancy, childbirth a
About the Company
Lam Research Corp. (NASDAQ:LRCX) At Lam Research, we create equipment that drives technological advancements in the semiconductor industry. Our innovative solutions enable chipmakers to power progress in nearly all aspects of modern life, and it takes each member of our team to make it possible. Across our organization, our employees come to work and change the world. We take on the toughest challenges with precision and accuracy. We push for the next big semiconductor breakthrough. We lead the way in one of the most critica...
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