Company OverviewKLA is a global leader in diversified electronics for the semiconductor manufacturing ecosystem. Virtually every electronic device in the world is produced using our technologies. No laptop, smartphone, wearable device, voice-controlled gadget, flexible screen, VR device or smart car would have made it into your hands without us. KLA invents systems and solutions for the manufacturing of wafers and reticles, integrated circuits, packaging, printed circuit boards and flat panel displays. The innovative ideas and devices that are advancing humanity all begin with inspiration, research and development. KLA focuses more than average on innovation and we invest 15% of sales back into R&D. Our expert teams of physicists, engineers, data scientists and problem-solvers work together with the world's leading technology providers to accelerate the delivery of tomorrow's electronic devices. Life here is exciting and our teams thrive on tackling really hard problems. There is never a dull moment with us.
Group/DivisionThe KLA Services team headquartered in Milpitas, CA is our service organization that consists of Service Sales and Marketing, Spares Supply Chain management, Field Operations, Engineering, Product Training, and Technical Support. The KLA Services organization partners with our field teams and customers in all business sectors to maintain the high performance and productivity of our products through a flexible portfolio of services. Our comprehensive services include: proactive management of tools to identify and improve performance; expertise in optics, image processing and motion control with worldwide service engineers, 24/7 technical support teams and knowledge management systems; and an extensive parts network to ensure worldwide availability of parts.
Job Description/Preferred Qualifications
We are seeking a skilled AI Engineer to join our Services AI Engineering team. You will focus on creating robust online and offline learning systems, fine-tuning models for optimal performance, developing evaluation strategies and ensuring efficient model inference. The ideal candidate will have a strong background in reinforcement learning theory and application, experience with model optimization techniques and a passion for driving advanced research and development for KLA use cases.
Key Responsibilities:
Research emerging AI technologies focused on contextual classification, multimodal models, and AI databases
Design, develop, and deploy proof of concepts from research
Collaborate with cross-functional teams to integrate models into our existing systems and workflow
Participate in AI research, systems architecture discussions and code reviews
Conduct data engineering and analysis to improve model accuracy and efficiency
Fine-tune models based on feedback and performance metrics
Preferred Qualifications:
Proficiency in model fine-tuning techniques for large-scale models and tailoring them to specific tasks
Experience with inference optimization techniques (e.g. quantization, pruning, hardware-specific optimizations)
Hands-on experience in machine learning, natural language processing, and AI technologies with contributions to open-source AI/ML projects
Prior experience in a similar industry is a plus
Minimum Qualifications
Doctorate (Academic) Degree and 0 years related work experience; Master's Level Degree and related work experience of 3 years; Bachelor's Level Degree and related work experience of 5 years
Master's degree and above in AI, Machine Learning, Computer Science, Engineering, or a related field
Strong programming skills in Python and familiarity with ML libraries (Ex. TensorFlow, PyTorch)
Familiarity with MLOps practices and tools for deploying and managing models in production
Excellent problem-solving and analytical skills
Strong communication and teamwork abilities
Base Pay Range: $100,000.00 - $170,000.00 Annually
Primary Location: USA-MI-Ann Arbor-KLA
KLA's total rewards package for employees may also include participation in performance incentive programs and eligibility for additional benefits including but not limited to: medical, dental, vision, life, and other voluntary benefits, 401(K) including company matching, employee stock purchase program (ESPP), student debt assistance, tuition reimbursement program, development and career growth opportunities and programs, financial planning benefits, wellness benefits including an employee assistance program (EAP), paid time off and paid company holidays, and family care and bonding leave.
Interns are eligible for some of the benefits listed. Our pay ranges are determined by role, level, and location. The range displayed reflects the pay for this position in the primary location identified in this posting. Actual pay depends on several factors, including state minimum pay wage rates, location, job-related skills, experience, and relevant education level or training. We are committed to complying with all applicable federal and state minimum wage requirements where applicable. If applicable, your recruiter can share more about the specific pay range for your preferred location during the hiring process.
KLA is proud to be an Equal Opportunity Employer. We will ensure that qualified individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us [email protected] or at +1-408-352-2808 to request accommodation.
Be aware of... For full info follow application link.
KLA-Tencor is an Equal Opportunity Employer. Applicants will be considered for employment without regard to age, race, color, religion, sex, sexual orientation, gender identity, national origin, protected veteran status, disability, or any other characteristics protected by applicable law.
