Applied Materials Data Scientist - Smart Factory 

Singapore, Singapore 

99513094

DataAnalyst/Scientist/Visualization

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