Lead Machine Learning Engineer at KLA

Ann Arbor, Michigan, United States

KLA Logo
Not SpecifiedCompensation
Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
SemiconductorIndustries

Requirements

  • Passionate about solving complex problems and staying hands-on with technology
  • Experience leading teams or projects
  • Expertise in machine learning, MLOps, LLMs, and ML applications
  • Ability to thrive in solving hard problems and guiding teams through influence
  • Knowledge of AI model design, development, deployment, and integration of ML/AI research into production
  • Skills in data pipeline management: selecting, cleaning, and preparing datasets
  • Proficiency in running experiments, analyzing results, and fine-tuning models for performance
  • Strong collaboration skills with data scientists, engineers, and product managers
  • Mentoring and leadership abilities to guide junior team members and foster a learning culture

Responsibilities

  • Drive AI Product Development: Lead the design and implementation of AI solutions that meet real-world business needs
  • Build and Deploy Infrastructure: Architect scalable systems and implement modern MLOps practices at customer sites
  • Prototype Rapidly: Experiment with LLMs and ML applications to uncover new use cases and deliver quick wins
  • Stay Ahead of the Curve: Integrate groundbreaking ML/AI research into production-ready tools
  • Lead the Data Pipeline: Select, clean, and prepare datasets to ensure high-quality model training
  • Optimize Performance: Run experiments, analyze results, and fine-tune models for speed and accuracy
  • Collaborate multi-functionally: Work closely with data scientists, engineers, and product managers to deliver impactful solutions
  • Mentor Through Influence: Guide junior team members and develop a culture of learning

Skills

Machine Learning
Data Science
Software Engineering
Computer Vision
Image Processing

KLA

Provides process control and yield management solutions

About KLA

KLA provides process control and yield management solutions primarily for semiconductor manufacturers. The company offers advanced inspection tools, metrology systems, and computational analytics that help manufacturers identify and fix defects during production. This process enhances the quality and reliability of electronic devices, leading to higher production yields. KLA distinguishes itself from competitors by focusing on high-precision equipment and software that are essential for defect detection in semiconductor manufacturing. The company's goal is to promote sustainability by committing to using 100% renewable electricity in its operations by 2030.

Milpitas, CaliforniaHeadquarters
1975Year Founded
IPOCompany Stage
Industrial & Manufacturing, EnergyIndustries
5,001-10,000Employees

Benefits

Health Insurance
Dental Insurance
Vision Insurance
Life Insurance
401(k) Retirement Plan
401(k) Company Match
Employee Stock Purchase Plan
Student Loan Assistance
Tuition Reimbursement
Wellness Program
Mental Health Support
Paid Vacation
Paid Holidays
Parental Leave

Risks

Emerging competition in solid-state battery technology may impact market share.
Rapid innovation in semiconductor processes may outpace KLA's current technology.
Potential delays in achieving renewable electricity goals could affect brand reputation.

Differentiation

KLA specializes in advanced inspection tools and metrology systems for semiconductors.
The company integrates computational analytics to enhance defect detection and yield management.
KLA is committed to sustainability, aiming for 100% renewable electricity by 2030.

Upsides

Rising demand for advanced inspection tools due to AI and IoT growth.
AI-driven predictive maintenance reduces downtime in semiconductor manufacturing.
Collaborations with cloud providers enhance data analytics and process optimization.

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