Data Scientist - Smart Factory

Singapore - Singapore

Monthly Salary: Not Disclosed

Posted on: 30+ days ago

Vacancies: 1 Vacancy

Job Summary

Who We Are

Applied Materials is the global leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world. We design build and service cutting-edge equipment that helps our customers manufacture display and semiconductor chips the brains of devices we use every day. As the foundation of the global electronics industry Applied enables the exciting technologies that literally connect our world like AI and IoT. If you want to work beyond the cutting-edge continuously pushing the boundaries ofscience and engineering to make possiblethe next generations of technology join us to Make Possible a Better Future.

What We Offer

Location:

SingaporeSGP

At Applied we prioritize the well-being of you and your family and encourage you to bring your best self to work. Your happiness health and resiliency are at the core of our benefits and wellness programs. Our robust total rewards package makes it easier to take care of your whole self and your whole family. Were committed to providing programs and support that encourage personal and professional growth and care for you at work at home or wherever you may go. Learn more about our benefits.

Youll also benefit from a supportive work culture that encourages you to learn develop and grow your career as you take on challenges and drive innovative solutions for our empower our team to push the boundaries of what is possiblewhile learning every day in a supportive leading global company. Visit our Careers website to learn more about careers at Applied.

Data Analyst/Scientist/Visualization

In the framework of our Smart Factory initiative we are looking for a data scientist that will help us better utilize the information hidden in vast amounts of data help us make faster and smarter decisions to deliver even better value to our business operations. Primary focus will be in applying data mining techniques doing statistical analysis and building high quality prediction systems integrated with our systems (AI and ML).The role will be about understanding the business constraints applying those to the raw data coming from our SAP and other systems (Production Control tools MES) creating alerts and predictive analysis and finally creating the right visualization and dashboards for the various user communities.

Responsibilities

Understanding data sources data bases tables fields
Performing data mining
Querying data bases and extracting source data
Connecting various and distinct data sources as needed
Enhancing data collection procedures to include information that is relevant for building analytic systems
Processing cleansing and verifying the integrity and accuracy of data used for analysis
Doing ad-hoc analysis and presenting results in a clear manner
Creating automated anomaly detection systems and constant tracking of its performance
Creating front end visualization
Creating dashboards
Selecting features building and optimizing prediction models using machine learning techniques
Creating automated anomaly detection systems and constant tracking of its performance

Skills and Qualifications

Good communication skills
Minimum 3 years experience in similar roles
Proven analytics experience within a Manufacturing environment
Proficiency in using query languages such as SQL
Practical experience with data lake like Hadoop
Experience with data visualization tools and dashboards such as Tableau etc.
Good applied statistics skills such as distributions statistical testing regression etc.
Practical experience in deploying AI and/or ML models and excellent understanding of machine learning techniques and algorithm
Data-oriented personality

Functional Knowledge

Demonstrates conceptual and practical expertise in own discipline and basic knowledge of related disciplines

Business Expertise

Has knowledge of best practices and how own area integrates with others; is aware of the competition and the factors that differentiate them in the market

Leadership

Acts as a resource for colleagues with less experience; may lead small projects with manageable risks and resource requirements

Problem Solving

Solves complex problems; takes a new perspective on existing solutions; exercises judgment based on the analysis of multiple sources of information

Impact

Impacts a range of customer operational project or service activities within own team and other related teams; works within broad guidelines and policies

Interpersonal Skills

Explains difficult or sensitive information; works to build consensus

Additional Information

Time Type:

Full time

Employee Type:

Assignee / Regular

Travel:

Relocation Eligible:

Applied Materials is an Equal Opportunity Employer. Qualified applicants will receive consideration for employment without regard to race color national origin citizenship ancestry religion creed sex sexual orientation gender identity age disability veteran or military status or any other basis prohibited by law.

Who We AreApplied Materials is the global leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world. We design build and service cutting-edge equipment that helps our customers manufacture display and semiconductor chips the brains of devic...