Algorithm Developer Primev jobs at Applied Materials in Taiwan, Hsinchu

What We Offer

Key Responsibilities

1. Understand and address the latest challenges in semiconductor manufacturing.

2. Develop advanced algorithms in computer vision, machine learning, and deep learning to improve semiconductor manufacturing processes.

3. Collaborate closely with system, physics, and software groups to integrate algorithms into equipment.

4. Create automation flows and utilities to enhance development and throughput.
Requirements
Skills:Proficiency in Python coding and problem-solving.

Knowledge: - Strong understanding of machine learning and deep learning. - Familiarity with semiconductor manufacturing is a plus, but not required.

- Hands-on experience applying machine learning or deep learning to real-world applications.

- Experience in computer vision is a plus.

Education: master or Ph.D. degree in electrical engineering, computer science, or physics.

What We Offer

Key Responsibilities

1. Understand and address the latest challenges in semiconductor manufacturing.

2. Develop advanced algorithms in computer vision, machine learning, and deep learning to improve semiconductor manufacturing processes.

3. Collaborate closely with system, physics, and software groups to integrate algorithms into equipment.

4. Create automation flows and utilities to enhance development and throughput.
Requirements
Skills:Proficiency in Python coding and problem-solving.

Knowledge: - Strong understanding of machine learning and deep learning. - Familiarity with semiconductor manufacturing is a plus, but not required.

- Hands-on experience applying machine learning or deep learning to real-world applications.

- Experience in computer vision is a plus.

Education: master or Ph.D. degree in electrical engineering, computer science, or physics.

Key Responsibilities

Perform algorithmic C&F for an algorithmic module, including problem analysis, data gathering, literature review, concept selection and evaluation and implementation constrains

Construct a algorithmic work plan for modules owned by him

Understand and act according to system and applicative environment regarding module development. Take part in system definitions

Act as a technical tutor and instructor regarding own algorithmic modules. Guide algorithm developers working with him on same module

Functional Knowledge

• Demonstrates conceptual and practical expertise in own discipline and basic knowledge of related disciplines

Business Expertise

• Has knowledge of best practices and how own area integrates with others; is aware of the competition and the factors that differentiate them in the market

Leadership

• Acts as a resource for colleagues with less experience; may lead small projects with manageable risks and resource requirements

Problem Solving

• Solves complex problems; takes a new perspective on existing solutions; exercises judgment based on the analysis of multiple sources of information

Impact

• Impacts a range of customer, operational, project or service activities within own team and other related teams; works within broad guidelines and policies

Interpersonal Skills

• Explains difficult or sensitive information; works to build consensus

- Experience of developing defect inspection related algorithm

- Understand semiconductor fab defect review process is a plus

• Engage in customer facing activities (SoW / H2H) to understand algorithmic limitations and deliver corresponding solutions with HQ timely

• Work closely with HQ to develop new featuresin the fields of Computer Vision, Machine Learning and Deep Learning

• Improve existing features for better sensitivity and stability

• Evaluate new algorithms with regularity at customer sites to ensure seamless transfer of key features from Lab to Fab

• Provide technical support for urgent escalations and collaborate withapplications, system, physics, software teams to deliver solutions

• Algorithm integration in large systems considering HW and SW aspects

Qualifications

• MSc or Ph.D. in Electronic Engineering / Computer Science or 3+ years ofindustrialexperience as Algorithm developer

• Strong theoretical foundation and hands-on experience in Computer Vision and Machine Learning – must

• Development experience in Python– must

• Comfortable working on Linux servers, command line, Git–must

• Experience of working in Semiconductor industry–plus

• Theoretical and hands-on experience inDeep Learning – plus

• Availability to travel abroad 10% of the year

• Good communicator with moderate English skills

Great Place to work as Algorithm Developer at Applied Taiwan

• You can experiment with data, technology, science and new methodologies like never before.

• An environment where new ideas are welcome and encouraged; there is great variety in the work and no two days are the same.

• The chance to seize a great opportunity to work for an innovator and market leader and use your skills to help keepApplied Materialsat the forefront of the semiconductor and display market.

• Develop state of the art algorithms in the fields of Computer Vision, Machine Learning and Deep Learning.

• Engage in customer facing activities to aid andsupportalgorithms' proliferation at customer sites

• Provide software specifications and production code on time to meet project milestonesalgo development group in HQ, applications, system, physics, software, and qualification groups in order to understand the customers’ requirements and system constraints

• Work closely with algo development group in HQ, applicants, system, physics, software, and qualification in order to understand the customers' requirements, and system constraints

• Algorithm integration in large systems considering HW and SW aspects

• MSc or Ph.D. in Physics/ Electronicseng./ Computer Science and 3+ years ofindustrialexperience as Algo. developer

• Strong theoretical foundation and hands-on experience in Computer Vision andMachine Learningalgorithms - must

• Thorough understanding of probability and statistics - must

• Development experience in Python and Matlab - must

• Ability to work independently as well as part of a team – must

• Availability to travel abroad 20% of the year

• Theoretical and hands-on experience inImage Processing and Deep Learning -advantage

• Understanding of imaging systems and physics - advantage

• Good communicator with moderate English skills

Great Place to work as Algorithm Developer at Applied Taiwan

• You can experiment with data, technology, science and new methodologies like never before.

• An environment where new ideas are welcome and encouraged; there is great variety in the work and no two days are the same.

• The chance to seize a great opportunity to work for an innovator and market leader and use your skills to help keepApplied Materialsat the forefront of the semiconductor and display market.

What We Offer

Key Responsibilities

1. Understand and address the latest challenges in semiconductor manufacturing.

2. Develop advanced algorithms in computer vision, machine learning, and deep learning to improve semiconductor manufacturing processes.

3. Collaborate closely with system, physics, and software groups to integrate algorithms into equipment.

4. Create automation flows and utilities to enhance development and throughput.
Requirements
Skills:Proficiency in Python coding and problem-solving.

Knowledge: - Strong understanding of machine learning and deep learning. - Familiarity with semiconductor manufacturing is a plus, but not required.

- Hands-on experience applying machine learning or deep learning to real-world applications.

- Experience in computer vision is a plus.

Education: master or Ph.D. degree in electrical engineering, computer science, or physics.