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Data Scientist

2 months ago

Singapore APPLIED MATERIALS SINGAPORE TECHNOLOGY PTE. LTD. Full time
Roles & Responsibilities

Applied Materials is a leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world. Our expertise in modifying materials at atomic levels and on an industrial scale enables customers to transform possibilities into reality. Our innovations make possible™ the technology shaping the future. We are looking for a Data Scientist to support our Data Analytics team in the Legal Department promoting legal, technical and commercial initiatives across the company’s business activities. The position is located at Applied Materials Singapore.

Principal Duties & Responsibilities

Primary responsibilities involve analyzing highly complex data to drive impactful business decisions for clients across Applied’s business. You will by collaborate globally across Applied’s legal, engineering, product development, business and marketing groups to understand their business challenges, convert the challenges into data analytics problems, identify appropriate metrics, design/develop models, design dashboards and other interactive data visualization to result in tangible analytics insights.

In addition, you will identify new areas of opportunity for the legal department by automating business workflow, developing forecasting models and making recommendation on emerging technologies such as new digital analytics tools and GenAI.

Qualification & Work Experience

  • Bachelor degree or higher in a relevant field such as computer science, data science, business intelligence, statistics, mathematics, physics, engineering or a related field
  • At least 2 years’ experience with converting real-life business challenges into data analytics problems, leveraging state-of-art techniques to solve the problems, and explaining complex data analytics methodologies to non-technical stakeholders
  • Preferred experience in structural querying languages (e.g. MySQL, PostgreSQL), data preprocessing languages (e.g. R, Python) and big data processing tools (e.g. Hadoop, Spark)
  • Preferred experience in extracting/integrating structured & unstructured data (e. e.g. text, documents)
  • Preferred experience in development & deployment of data visualization dashboards to track business metrics (e.g. Tableau, Power BI)
  • Experience in development & implementation of machine learning models (e.g. random forecast, gradient boosting, transformers), experience with NLP & LLM is advantageous
  • Experience in design and/or introduction of process automation solutions (e.g. Uipath, MS Power Platforms) to streamline operational workflow is advantageous
  • Familiarity with designing & conducting statistical analysis (e.g. A/B test, Hypothesis test)
  • Familiarity with data analytics techniques such as cloud computing, CI/CD, data security

Skills & Competencies

  • Strong fundamentals of applied data science in a business setting
  • Strong ability to distill complex scientific and technical concepts into actionable analysis
  • Capability to communicate data science solutions to business and/or non-technical stakeholders
  • Strong analytical capability, ability to think critically and possessing learning agility to quickly attain understanding of new technology areas
  • Proactive, thorough, working with high accuracy and attention to detail with good time management
  • Adaptability to changing priorities and project focus while remaining flexible in shifting conditions
  • Ability to work effectively with people from a variety of culturally and scientifically diverse backgrounds and collaborate effectively with other team members

Work Location

  • Science Park II (Alpha building)

Tell employers what skills you have

Tableau
Machine Learning
Business Intelligence
PostgreSQL
Big Data
Physics
Hadoop
Mathematics
MySQL
Materials Engineering
Python
Statistics
Data Science
Data Analytics
Power BI
Data Visualization