#R2514335
ining
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
Qualifications
Education:
Bachelor's Degree
Skills
Certifications:
Languages:
Years of Experience:
4 - 7 Years
Work Experience:
Additional Information
Shift:
Day (Singapore)
Travel:
Relocation Eligible:
No
Referral Payment Plan:
Employee Referral (Standard)
Applied Materials is an Equal Opportunity Employer committed to diversity in the workplace. All 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.