Job Description
Duties & Responsibilities
- To improve the accuracy/yield of the optics and opto-mechanical assembly products, design AI model application solutions, including requirement decomposition and technology selection, and promote the solutions from prototype verification to deployment in production.
- Be responsible for the development of AI models for optical industry (such as optical defect recognition models, optical process parameter optimization models, and optical component performance prediction models).
- Conduct data preprocessing and feature engineering based on the characteristics of optical data, optimize model accuracy, and inference efficiency.
- Integration of data throughout the entire manufacturing process of optics and opto-mechanical assemblies; utilize data mining methods to unearth data value.
- Track the development of cutting-edge AI technologies and data mining tools and investigate the feasibility of implementing new technologies in optical and opto-mechanical manufacturing scenarios.
- Draft technical documents to provide technical support for the engineering and production team.
Qualification & Requirements
- A master's degree or higher, majoring in Computer Science and Technology, Artificial Intelligence, Data Science, Electronic Information Engineering, Optical Engineering, Optoelectronic Information Science and Engineering, or other related fields. Doctoral degree holders are preferred.
- At least 3 years of experience in AI application development, with a minimum of 1 year of experience in technical positions related to the optical manufacturing industry (such as optical communication, lasers, lens development, or optical inspection equipment).
- Proficiency in using AI development tools and data mining tools; have knowledge of AI services on industrial cloud platforms or edge AI deployment tools.
- Proficiency in at least one programming language such as Python, Java, or C++.
- Proficiency in data mining methods (such as association analysis, cluster analysis, regression analysis, and anomaly detection).
- Be familiar with machine learning algorithms, and have knowledge of model fine-tuning, model compression, and image preprocessing technologies.
- Be familiar with big data processing tools and relevant data analysis libraries, and be able to efficiently complete batch data cleaning, transformation, and analysis for optical data.
- Basic optical knowledge (such as geometric optics, fiber optics, principles of optical imaging), understand optical manufacturing processes; be able to quickly understand the workflow of optical manufacturing.
- Proficient in English writing and speaking.
- Be willing to learn new things, knowledge, and ideas.
Culture Commitment
Ensure adherence to company's values (ICARE) in all aspects of your position at Coherent Corp.:
I
ntegrity – Create an Environment of Trust
C
ollaboration – Innovate Through the Sharing of Ideas
A
ccountability – Own the Process and the Outcome
R
espect – Recognize the Value in Everyone
E
nthusiasm – Find a Sense of Purpose in Work
About Us
Coherent is a global leader in lasers, engineered materials and networking components. We are a vertically integrated manufacturing company that develops innovative products for diversified applications in the industrial, optical communications, military, life sciences, semiconductor equipment, and consumer markets. Coherent provides a comprehensive career development platform within an environment that challenges employees to perform at their best, while rewarding excellence and hard-work through a competitive compensation program. It's an exciting opportunity to work for a company that offers stability, longevity and growth. Come Join Us
Note to recruiters and employment agencies:
We will not pay for unsolicited resumes from recruiters and employment agencies unless we have a signed agreement and have required assistance, in writing, for a specific opening.
About The Team
Coherent Gaoyi Asia Pacific headquarters is located in Fuzhou city. It is a leading manufacturer of engineering materials and optical appliances, providing innovative products and solutions for communication, industrial and semiconductor equipment. In Fuzhou, there are 23 factories, more than 100,000 square meters of advanced factories and ultra-clean production facilities. There are more than 5,000 skilled employees. It covers material development, optical component platform R&D, optical device and module R&D, 5G components and SiC products R&D and production. It is a leading enterprise of industry and informatization in Fujian Province. The company has won many honors such as "National High-tech Enterprise", "National Intellectual Property Advantage Enterprise" et al.
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