דרושים Algorithm Developer ב-Kla

Frontline is an established leader in the field of CAM software for PCB manufacturing. We have embarked on the exciting path of adding artificial intelligence capabilities to our products.

Responsibilities include creating machine learning models, deploying them within our existing products, retraining and maintaining them. This entails all algorithmic and software engineering aspects. To do this job successfully, you need
exceptional software engineering skillsadditionally to data science background.

Your ultimate goal will be to shape and build efficient AI applications that seamlessly integrate into our existing products.

Responsibilities

• Design and implement appropriate Machine Learning or Deep Learning algorithms and tools according to product requirements
• Full closure of development cycle from initial idea all the way to seamless integration with existing products
• Work as a team member for optimal achievement of project goals
• Select appropriate datasets and data representation methods
• Train, evaluate, and fine-tune models using both cloud and on-premise infrastructure
• Apply advanced techniques such as LLM/VLLM fine-tuning, quantization, and RAG to optimize performance and contextual accuracy
• Extend and customize ML frameworks (e.g., PyTorch) for specific use cases
• Run machine learning tests and experiments on the teams chosen platforms (on cloud & on premise)
• Perform statistical analysis and fine-tuning using test results
• Keep abreast of developments in the AI/ML field
• Attain a high degree of knowledge in the domain of PCB manufacturing

Minimum Qualifications

• BSc in Computer Science, Mathematics or similar field; Master’s degree or higher is a plus
• At least 3 years Proven experience as a Machine Learning Engineer or similar role
• Understanding of data structures, data modeling and software architecture
• Deep knowledge of math, probability, statistics and algorithms
• Outstanding analytical and problem-solving skills
• 3 years’ experience writing robust code in Python
• Familiarity with machine learning frameworks PyTorch
• Excellent communication skills, Ability to work in a team

In this job you will:

onduct Research & Development of innovative algorithms for the next generation Optical Metrology of Semiconductor devices

Work in a dynamic, multi-disciplinary environment that encourages creativity

Job Responsibilities Include:

Algo Research & Development: challenge definition, feasibility research, concept definition, solution development, qualification testing and on-tool implementation

Working on problems of diverse scope where analysis of data requires evaluation of multiple factors

Demonstrating good judgment in selecting methods and techniques for obtaining solutions

Interact with senior internal and external personnel

Receiving typically little instruction on day-to-day work and only general instructions on new assignments

Minimum Qualifications

Electrical Engineering, Computer Science, or PhysicsPh.D. is an advantage

Background in AI & Image processing-t least 3 years of experience

Experience in algorithm development and implementation in Python

Experience with Optical Systems / Microscopy – an advantage

Experience in the semi-conductor industry – an advantage