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Data Scientist - ML/AI (Hybrid)

KLA Corporation

KLA Corporation

This job is no longer accepting applications

See open jobs at KLA Corporation.
Software Engineering, Data Science
Ann Arbor, MI, USA
Posted on Thursday, February 8, 2024
Base Pay Range: $67,100.00 - $114,100.00 AnnuallyPrimary Location: USA-MI-Ann Arbor-KLAKLA’s total rewards package for employees may also include participation in performance incentive programs and eligibility for additional benefits identified below. Interns are eligible for some of the benefits identified below. Our pay ranges are determined by role, level, and location. The range displayed above reflects the minimum and maximum pay for this position in the primary location identified in this posting. Actual pay depends on several factors, including location, job-related skills, experience, and relevant education level or training. If applicable, your recruiter can share more about the specific pay range for your preferred location during the hiring process.

Company Overview

KLA 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/Division

The Information Technology (IT) group at KLA is involved in every aspect of the global business. IT’s mission is to enable business growth and productivity by connecting people, process, and technology. It focuses not only on enhancing the technology that enables our business to thrive but also on how employees use and are empowered by technology. This integrated approach to customer service, creativity and technological excellence enables employee productivity, business analytics, and process excellence.

Job Description/Preferred Qualifications

We are seeking for a Data Scientist/ML Engineer with experience in NLP, statistics, and Conversational AI. The ideal candidate is adept at using Statistical Modelling, Machine learning algorithms and Conversational AI. Strong experience using variety of data mining/ Machine Learning methods, using/coding algorithms and running simulations. The right candidate will have a passion for discovering solutions hidden in large data sets and working with business partners to improve business outcomes.

Responsibilities for Data Scientist/ML Engineer:

  • Building end-to-end ML systems (Including traditional ML models and Conversational AI) and deploying them to operate at scale

  • Research and devise innovative statistical models/ML models for data analysis

  • Develop and maintain RAG (Retrieval-Augmented Generation) applications. Implement changes to algorithms to improve AI performance and retrieval techniques

  • Use predictive modeling to increase and optimize customer service experience and supply chain optimization

  • Identify patterns in data using statistical modeling, develop custom data models and algorithms to apply to data sets

  • Work with business partners throughout the organization to find opportunities for using company data to drive solutions

  • Working with project managers to establish objectives for AI systems

Minimum Qualifications

  • Bachelor’s degree (or equivalent) in computer science, statistics, applied mathematics, or related discipline

  • Experience solving problems with Conversational AI in a production environment for a High-tech Manufacturing Industry

  • 3+ years of experience in Python and ML packages (NumPy, Keras, Seaborn, Scikit-learn)

  • Excellent understanding of machine learning techniques and algorithms such as, Regression models, kNN, SVM, NB, Decision Trees

  • Expertise/Familiarity with one or more deep learning frameworks such as TensorFlow, PyTorch

The company offers a total rewards package that is competitive and comprehensive including but not limited to the following: 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.

KLA is proud to be an Equal Opportunity Employer. We do not discriminate on the basis of race, religion, color, national origin, sex, gender identity, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other status protected by applicable law. 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 talent.acquisition@kla.com to request accommodation.

This job is no longer accepting applications

See open jobs at KLA Corporation.