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.
Job Description/Preferred Qualifications
AI Engineers are core to KLA's technology, while we do not currently have an opening, we are always building our AI Engineers talent community, we are interested in learning about your background.
Apply to this posting for Future Opportunities with KLA.
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
Qualifications:
* Master's degree and above in AI, Machine Learning, Computer Science, Engineering, or a related field.
* 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.
* 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.
* Prior experience in a similar industry is a plus.
* Excellent problem-solving and analytical skills.
* Strong communication and teamwork abilities.
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
Base Pay Range: $100,000.00 - $170,000.00
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 at [email protected] or at +1-408-352-2808 to request accommodation.
Be aware of potentially fraudulent job postings or suspicious recruiting activity by persons that are currently posing as KLA employees. KLA never asks for any financial compensation to be considered for an interview, to become an employee, or for equipment. Further, KLA does not work with any recruiters or third parties who charge such fees either directly or on behalf of KLA. Please ensure that you have searched KLA's Careers websitefor legitimate job postings. KLA follows a recruiting process that involves multiple interviews in... 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.
