PDF Solutions (NASDAQ: PDFS) offers an end-to-end analytics platform that empowers engineers and data scientists across the semiconductor ecosystem to rapidly improve the yield, quality, and profitability of their products. By combining industry-leading data analytics and professional services with exclusive, differentiated product data generated during the manufacturing process, PDF Solutions is delivering on the promise of Industry 4.0 today by transforming how the ecosystem collects, analyzes, and shares data. Key Fortune 500 organizations around the world rely on PDF Solutions to remove the data barriers that encumber and constrain new product introductions and to deliver the machine learning insights that drive efficient and profitable high-volume manufacturing. Headquartered in Santa Clara, California, PDF Solutions also operates worldwide in Canada, China, France, Germany, Italy, Japan, Korea, and Taiwan.
The main objectives of this position is to develop and maintain data analysis applications using AI/ML and analyze data using data science skills to develop AI/ML models.
Responsibilities:
ESSENTIAL DUTIES AND RESPONSIBILITIES
Create, document, and maintain application software that analyzes data raised during equipment operation and provides applicable information to the users of the equipment.
Do initial data analysis on equipment data – filtering data, transforming data, and finding the right AI/ML algorithms in the given situation.
Participate in iterative development process with cross-functional teams
Participate in activities such as collaborative coding, unit testing, and compliance with coding standards to enhance quality of produced software
REQUIRED KNOWLEDGE, SKILLS, AND ABILITIES
Design and coding skills in python, C# or C++
Understanding of software development life cycle
Fundamental understanding in Data Science, AI, and ML
Ability to work in a collaborative, team-oriented environment
Ability to learn new technologies and skills quickly
Excellent written and verbal communications skills
Ability to understand customer’s requirements and client-oriented mindset
Qualifications:
PREFERRED KNOWLEDGE, SKILLS, AND ABILITIES
Practical development and/or research experience in data science using AI/ML
Understanding of cloud technology and cloud platforms
Understanding of modular and object-oriented design principles
Experience developing software using revision control software (git or TFS)
Agile/Scrum software development methodologies and experience
EDUCATION AND EXPERIENCE
Bachelor of Science in Computer Science, related engineering degree, or proven industry experience, preferred focus on AI/ML
3+ years of experience in software engineering in general, and 2+ (for Bachelor) and 1+ years (for Master or above) years (in the 3+ years) of experience for developing application software or applications using AI/ML
Pay Range:
USD $110,000.00 - USD $130,000.00 /Yr.
About the Company
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PDF Solutions
PDF Solutions, Inc. (NASDAQ: PDFS) is the leading provider of yield improvement technologies and services for the IC manufacturing process life cycle. PDF Solutions offers solutions that are designed to enable clients to lower costs of IC design and manufacture, enhance time to market, and improve profitability by addressing design and manufacturing interactions from product design to initial process ramps to mature manufacturing operations. PDF Solutions' Characterization Vehicle® (CV®) test chips provide the core modeling capabilities, and are used by more leading manufacturers than any other test chips in the industry. Exensio™, PDF Solutions' industry leading yield management and fault detection and classification enterprise software platform, enhances yield improvement and production control activities at leading fabs around the world. Headquartered in San Jose, Calif., PDF Solutions operates worldwide with additional offices in China, Europe, Japan, Korea and Taiwan. For the company's latest news and information, visit http://www.pdf.com/.