Staff Engineer
2 weeks ago
Job Summary:
Salary
S$7,000 - S$8,800 / Monthly
Job Type
Seniority
Junior
Years of Experience
At least 3 years
Tech Stacks
KNIME TensorFlow Analytics R Keras Python
Job description:
In your new role you will:
Lead and implement new and a
dvanced end-to-end solutions on product/process productivity & quality improvement with optimal use of data analytics / data science techniques
Explore & deploy relevant advanced methods in data analysis & tooling including development/proto-typing - closed interaction with engineering/business users, experts & IT
-
Driver in developing Yield / Test / Quality enhancement methodology and business processes for harmonization/optimization for cross site-deployment & implementation
- Able to
leverage on advanced data analytics skills, work closely with
engineering team towards problemsolving relating to product,
process & test technology topics across the manufacturing domain. - Establish &
provide competent training on data analysis/science & statistical methods to engineering peers/community - Develop optimum & efficient data analysis methodologies including
rulebased / logical decisions for engineering work processes optimization & effectiveness: - Continuously explore and evaluate state-of-the-art techniques to improve Artificial Intelligence
solutions efficiency and effectiveness:
Drive & collaborate with technical experts on data development & deployment that support productivity /quality initiatives/projects
Your Profile:
You are best equipped for this task if you have:
Master / PhD in Data Science / Engineering / Computer Science/Info-comm Technology or equivalent with more than
5 years of relevant experience in Semiconductor or related industry
Applied knowledge in statistical data analysis, data mining/scripting(eg. Python, R) with good understanding in manufacturing engineering processes, methods & analytical tool
- Knowledge of machine / deep learning frameworks such as Keras,Tensorflow, Pytorc
- Relevant knowledge in
Front-End / Assembly / Final-Test manufacturing process are essential - Strong communication skill, selfdriven individual with ability to engage and collaborate well in a crossfunctional team
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