7 hours

Principal Data Scientist

San Jose, CA
  • Job Code
Company ASML

Job Title: Principal Data Scientist

JobID: 12540-116104#12749017

Location: San Jose, CA, 95115, USA

Description: ## Introduction

ASML brings together the most creative minds in science and technology to develop lithography machines that are key to producing faster, cheaper, more energy-efficient microchips. We design, develop, integrate, market and service these advanced machines, which enable our customers - the world’s leading chipmakers – to reduce the size and increase the functionality of their microchips, which in turn leads to smaller, more powerful consumer electronics. Our headquarters are in Veldhoven, the Netherlands, and we have 18 office locations around the United States including main offices in Wilton, CT, Chandler, AZ and San Jose, CA.

We are proud of bringing together the brightest minds all over the world to tackle the most challenging problems in making faster and smaller chips. As part of our team, you will have the opportunity to go beyond yourself in developing more advanced techniques and push the technology boundaries.

## Job Mission

ASML San Jose, CA is an industry leader in computational lithography for integrated circuits. Our Tachyon platform enables capabilities that address chip design, photomask making and wafer printing for semiconductor manufacturing and the LithoTuner platform enables lithography optimization for ASML’s leading photo lithography tools, known as ‘scanners

## Job Description

Advanced Technology Development (ATD) Organization at ASML-Brion is looking for an experienced data scientist who has a passion to build data products and data systems.
The ATD technology exploration team began to make the most use of a vast data acquired from our hardware and software products from 2014. As our vision expands, the opportunity to make important contributions to the company and to our customers through data analytics is also expanding. We seek a principle data scientist with practical experience in exploring big data opportunity at ASML-Brion.
The Principal Data Scientist will be responsible for utilizing disparate data sources in novel ways, with the aim of generating actionable insights. The insights can create new offerings or improve the capabilities, performance and efficiency of existing products and services throughout the company. Key Roles and Responsibilities: You will work closely with individual team leads to formulate problem statements and work through the lifecycle of delivering these insights to production. You will design and organize large and complex data sets from varied sources, while thinking strategically about uses of data and issues such as scalability. You will deliver mathematical and statistical models with proven predictive power.
Key Responsibilities / Performance Requirements: 
Understand existing business flow and product features, dive into the underlying data, apply relevant Data Mining techniques and/or Machine Learning algorithms and propose data analytic product to improve the product intelligence.
Implement the applicable Machine Learning or statistics based algorithm for prediction and optimization and deliver the trained model to production.
Build and maintain code to populate HDFS, Hadoop with log from products or data loaded from SQL production systems. 
Design, build and support algorithms of data transformation, conversion, computation on Hadoop and other distributed Big Data Systems

## Education

Ph.D of Computer Science/Engineering/Mathematics or equivalent plus a minimum of 5 years relevant experience or equivalent experience.

## Experience

Expert of Mining large data sets, Machine Learning techniques such as regression and classification, cluster analysis, neural networks, ensembles, random forests and related algorithms. 
Experience in building Machine Learning based data products in production.
Experience with Hadoop and MapReduce.
Database experience with MySQL, MSSQL or equivalent.
Experience with HBase or comparable NoSQL. 
Proficient in one or two of the languages: Java, Python, C++ in Linux/Unix
Desired: 
Experience in Spark MLLib, Mahout.
Experience with R and/or MatLab.
Familiarity out data formats and serialization, XML or equivalent.
Experience in optimization and strong problem solving skills.

## Personal skills

Strong communication skills.
Desire and ability to work well with others in a team environment.

## Context of the position

The physical demands described here are representative of those that must be met by an employee to successfully perform the essential functions of this job. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions.
While performing the duties of this job, the employee routinely is required to sit; walk; talk; hear; use hands to keyboard, finger, handle, and feel; stoop, kneel, crouch, twist, reach, and stretch.
The employee is occasionally required to move around the campus.
The employee may occasionally lift and/or move up to 20 pounds.
May require travel dependent on company needs.
Specific vision abilities required by this job include close vision, color vision, peripheral vision, depth perception, and ability to adjust focus.
Can work under deadlines.
The environment generally is moderate in temperature and noise level.
Must be able to read and interpret data, information, and documents.
Can observe and respond to people and situations and interact with others encountered in the course of work.
Can learn and apply new information or skills.

## Other Information

EEO/AA (W/M/Vets/Disability) Employer.

*Location:* San Jose - CA, US

*Level:* PhD

*Experience:* 2-5 Professional

*Available since:* 2017-05-01

*Functional area:* Research & Development

*Background:* Software Engineering

*Reference:* US02875


  • Engineering
  • Manufacturing / Production

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San Jose, CA

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