Senior Data Scientist
3 weeks ago
Join our team at Infineon Technologies and take on a challenging role as a Senior Staff/Principal Data Scientist. In this position, you will be responsible for leading and implementing innovative advanced end-to-end solutions on manufacturing product/process that enhance productivity & quality leveraging on data analytics / data science techniques.
Key Responsibilities:- Lead and implement innovative advanced end-to-end solutions on manufacturing product/process that enhance productivity & quality leveraging on data analytics / data science techniques.
- Evaluate, develop and deploy advanced data analytical methods and tools, including prototyping and rule-based decision-making, to optimize engineering work processes and drive effectiveness in close collaboration with stakeholders.
- Drive the development of Yield, Test, and Quality enhancement methodologies and associated business processes, applying advanced data analytics skills to collaborate with engineering teams on problem-solving across products, processes, and test technology topics in the manufacturing domain.
- Establish & provide competency training on data analysis/science & statistical methods to engineering peers/community
- Continuously explore and evaluate state-of-the-art techniques to improve Advanced Analytics/Artificial Intelligence solutions efficiency and effectiveness
- Drive & collaborate with technical experts on data pipeline development & deployment that support productivity /qualityinitiatives/projects
- Master / PhD in Data Science / Engineering / Computer Science/Info-comm Technology or equivalent with more than 3-5 years of relevant experience in Semiconductor or related industry
- Applied knowledge in statistical data analysis, datamining/scripting (eg. Python, R) with good understanding in manufacturing engineering processes, methods & analytical tool
- Applied experience in Artificial Intelligence & Machine / DeepLearning projects & applications (eg. manufacturing) is required
- Experience in application of data analysis & data visualization software tools eg. KNIME, Tableau and relevant techniques
- Knowledge of machine / deep learning frameworks such as Keras,Tensorflow, Pytorc
- Relevant knowledge in Front-End / Assembly / Final-Test manufacturing process are essential
- Candidate with experience in product/process engineering improvementie. device testing/advanced product/process control / problem solving methodologies (8D, Lean 6 Sigma) is advantageous
- Strong communication skill, self-driven individual with ability to engage and collaborate well in a cross-functional team
- Wide range of training offers & planning of career development
- International assignments
- Different career paths: Project Management, Technical Ladder, Management & Individual Contributor
- Exempt working hours are flexible within core hours (9am-12pm & 2pm-
- Home office options for certain tasks or due to personal circumstances. Applicable to exempt employees working on office hours only
- Part-time work possible for exempt employees only
- Exempt staff could apply up to 3-month sabbatical leave, subject to business situation
- Medical coverage
- In-house clinic operates 24 hours, doctor consultation possible from 9am to 5pm
- Health promotion programs
- Social Recreation Center with facilities, such as gym room, squash, badminton and netball court, zumba and yoga classes, etc.
- On-site Cafeteria
- Paid sick leave according to law
- Additional 3% to Employee Provident Fund after 10 years service with Infineon Malacca
- Re-employment opportunities
- Productivity incentive bonus
- Bus service for shift employees
- Allocated carpark for disabled and pregnant employees
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