Career Opportunities

Success Starts Here

As a leading global supplier of wafer fabrication equipment and services to the semiconductor industry, Lam Research develops innovative solutions that help our customers build smaller, faster, and more power-efficient devices.

This success is the result of our employees' diverse technical and business expertise, which fuels close collaboration and ongoing innovation.

Join the Lam Research team, where you can write your own success story. Come help us solve our customers' toughest problems and be part of a company that plays a vital role in the future of electronics.

Lam Research - a company where successful people want to work.

Data Scientist 4

Date: Aug 12, 2019

Location: Singapore, SG, 554911

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Job Responsibilities :

You will be working with multi-dimensional datasets from various time-series sensors to develop generative and discriminative models. Your portfolio includes deploying deep learning methods with traditional computer vision to build robust image detection and feature recognition models, designing advanced deep learning (LSTM, RNN) for advanced process control, writing robust and maintainable code that is well documentation with version control in Python/R, identifying core requirements for image segmentation and creating and deploying apps while providing UX feedback.

 

 

Job Requirements

  • Masters or PhD in Data Science, Computer Science, Electrical Engineering, Physics, Materials Science or related field.
  • At least one year of experience with applied computer vision and machine learning algorithms for a Masters Candidate or extensive thesis work in these areas.
  • Solid mathematics background (linear algebra, probability, optimization).
  • Knowledge in deep learning architectures for computer vision, and associated libraries and frameworks (Spark, Keras, Tensorflow, OpenCV, Skimage, etc.).
  • Experience with and implementing CNN’s, feature detection, and classification.
  • Experience with solr, and SQL or HDFS/HBase is a plus.
  • At least three years of experience within the semiconductor or related field is preferred.
  • Previous work analyzing multi-dimensional data, including segmentation, reconstruction, classification, or manipulation is a big plus
  • Strong communication skills.
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