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Data Scientist II

Location: Pleasanton, California, United States
Job ID: 45976
Date Posted: Oct 13, 2020
Segment: Smart Life
Business Unit: Hitachi High-Technologies
Company Name: Hitachi High-Tech America, Inc.
Profession (Job Category): Engineering
Job Type (Experience Level): Experienced
Job Schedule: Full-time
Remote: No

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Description

GENERAL DESCRIPTION
 

Data Scientists are responsible for the development and maintenance of Artificial Intelligence (AI) software and systems for Hitachi High-Tech America, Inc. (HTA) products.

 
 
PRIMARY RESPONSIBILITIES
 
  • Hands-on development and write algorithms in machine learning, statistical modelling, neural nets, and pattern recognition from data exploration
  • Hands on experience in Python and other related programming technologies including major data science packages
  • Analyze data collection results, perform model based designing and building
  • Interacts with different groups of service engineers on the ground to understand the pain points, data collection and to develop products related to Machine Learning
  • Perform testing with TB to PB data set size
  • Researching and resolving complex software and system problems
  • Designing and simplifying user interfaces and documenting them
  • Creating architectures and complex designs independently and documenting them
  • Integrate and test software to confirm compliance with specifications
  • Developing functional specifications
  • Finding and fixing complex errors in the software
  • Participate in design reviews, code reviews of peers and test reviews
  • Performing functional tests
 

Qualifications

EDUCATION REQUIREMENTS
 
  • Master of Science degree in Data Science, Statistics, Computer Science, or similar quantitative field
  • Certified in Python or other related programming languages
 
 

EXPERIENCE AND TRAVEL REQUIREMENTS

 
  • Must have at least 5+ years of practical experience in writing algorithms in Machine Learning, Statistical Modelling, Neural Nets, and Pattern Recognition from data exploration
  • Must have 5+ years of hands on programming experience in Python including major data science packages such as Pandas, Numpy, SKlearn, Tensorflow, Keras, Matplotlib, R and related technologies
  • Experience with system performance evaluation
  • Experience working and using MATLAB
  • Experience using a central software repository system where source can be stored for effectively working with distributed team in different geographical locations
  • Effective oral and written communication skills, including ability to effectively communicate challenging or technical concepts
  • Full software development lifecycle experience, must be comfortable working using Agile as well as iterative methodologies
  • Experience with Test-driven development using tools to spot performance issues and memory leaks
  • This position requires international travel for business purposes – up to 5%
 
 

KNOWLEDGE, SKILLS, AND/OR ABILITIES REQUIREMENTS

 
  • Ability to investigate and apply new technologies
  • Ability to improve the software development process
  • Excellent demonstrated verbal and written communication skills
  • Excellent relationship building skills
  • General technical knowledge of semiconductor metrology equipment
  • Strong engineering analytical and problem solving skills
  • Proactively undertake R&D activities and deliver tangible results under deadlines
  • Ability to manage multiple tasks and prioritize work accordingly
  • Work longer than normal hours as needed during releases and customer escalations
  • Self-sufficient, self-reliant, and self-disciplined, but also able to operate effectively as part of a team
 
 

Equal Opportunity Employer (EOE) – Females/Minorities/Protected Veterans/Individuals with Disabilities

 

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