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3.0 - 7.0 years
0 Lacs
chennai, tamil nadu
On-site
You will be responsible for designing and developing machine learning software solutions for semiconductor device and thin film metrology. This will involve working closely with both internal and external customers to define requirements and then building machine learning-based solutions. You will be optimizing algorithms and prototypical solutions for efficient implementation and designing, developing, implementing, overseeing, and adapting APIs. Your role will also include extending prototypes into fully functional, polished solutions ready for internal and/or external use. You will be implementing solutions in Python with TensorFlow, writing comprehensive unit tests, and providing technical support during alpha and beta testing. Additionally, you will be documenting the design and implementation of the software solutions and giving presentations both internally and externally regarding the work. Furthermore, you will be maintaining new and existing software solutions throughout the life-cycle of the tools. Preferred qualifications for this position include a strong background in machine learning using regression models and the TensorFlow framework, as well as experience in software architecture, modern development practices, and design patterns. Additionally, a background in Python or C#, especially in writing production-quality, object-oriented code, is desired. Experience in parallel/distributed computing, performance profiling, and memory optimization would be beneficial. Knowledge of API development and Azure DevOps is a plus. Experience in computational physics, numerical simulations, and semiconductors (electrical properties, manufacturing, and metrology) would also be advantageous. Moreover, the ability and willingness to travel worldwide to support projects at customer sites is considered beneficial for this role. In return, we offer a competitive and family-friendly total rewards package. Our programs are designed to reflect our commitment to an inclusive environment while ensuring that we provide benefits that meet the diverse needs of our employees. KLA is proud to be an equal opportunity employer.,
Posted 2 weeks ago
1.0 - 4.0 years
3 - 16 Lacs
Kolkata, West Bengal, India
Remote
Who You Are & How You Can Contribute We are seeking a Physics expert with a BSc degree to join our team. This fully remote, flexible role focuses on data annotation and model refinement for AI using Reinforcement Learning from Human Feedback (RLHF) and Supervised Fine-Tuning (SFT) techniques. You will play a crucial role in advancing AI's understanding of Physics concepts. What You Will Be Doing Annotate Physics-related data to improve AI comprehension and accuracy. Provide feedback on AI-generated responses to ensure scientific and academic correctness. Assist in developing problem sets and solutions to train AI models effectively. Collaborate with AI researchers to refine AI capabilities in Physics. Must-Have Traits & Qualifications Strong academic background in Physics (BSc degree minimum). Experience in Physics education, research, or content creation is preferred. Familiarity with AI, machine learning, or data annotation is a plus. Excellent problem-solving and analytical skills.
Posted 1 month ago
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