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Staff Data Scientist

1 month ago

Singapore GLOBALFOUNDRIES SINGAPORE PTE. LTD. Full time
Roles & Responsibilities

About GlobalFoundries

GlobalFoundries is a leading full-service semiconductor foundry providing a unique combination of design, development, and fabrication services to some of the world's most inspired technology companies. With a global manufacturing footprint spanning three continents, GlobalFoundries makes possible the technologies and systems that transform industries and give customers the power to shape their markets. For more information, visit www.gf.com.

Introduction:

As a Staff Data Scientist, you will support in a pivotal role within the Data Science team and assist in the provision analytics technical requirements. You will support your manager to initiate the best-practices in analytics use case development/deployment/ scaling/maintaining the data science projects. You will assist your Lead Data Scientist in fostering partnership with Artificial Intelligence (AI) vendors/start-ups. You will support the Lead Data Scientist in developing and deploying machine learning or other statistical models to address the most complex and operational challenges. You will support in building scalable data products that will drive value and collaborate with all stakeholders across GlobalFoundries.

Your Job:

  • Work closely with Lead Data Scientists and business customers to translate their needs into predictive and prescriptive analytics solutions.
  • Collaborate closely with GFIT, Manufacturing Data Domain group to support Lead Data Scientist in building the required data pipelines for productionalized and scalable predictive and prescriptive analytics solutions.
  • Support Lead Data Scientist to conduct exploratory data analysis and create compelling visualization using complex and high-dimensional datasets.
  • Help Lead Data Scientist to identify suitable machine learning or statistical approaches on type of problem and train models for optimal performance, including hyperparameter tuning.
  • Contribute to deploy models into production with assistance from Product Engineers.
  • Help Lead Data Scientist to validate and monitor models to ensure consistent performance and avoid performance degradation.
  • Support Lead Data Scientist during technical and analytics capability building within the analytics teams to stay current on best practices and new model techniques.
  • Communicate value of analytics to Fab leadership and business partners and increase the awareness of analytics Fabs.
  • Facilitate generating and maximizing value from analytics solutions.

Other Responsibilities:

Perform all activities in a safe and responsible manner and support all Environmental, Health, Safety & Security requirements, and programs.

Required Qualifications:

  • Bachelor's degree in computer or data science, engineering or related field.
  • A minimum of 4 Years of experience in analytics space with proven track record of innovation as a forerunner.
  • Experience with the following types of data science techniques: Forecasting, Recommendation Systems, Logistics Optimization, Churn Analysis, Segmentation Analysis, Deep Learning
  • Experience in creating business models in environments such as R, Python, SAS, SPSS, or STATA (Data visualization experience is a big plus)
  • Experience in optimization and cloud environments to lead an inter-disciplinary team through scaling and productionisation of recommendation engines.
  • Experience in implementing business-focused advanced analysis that can capture industry-specific nuances.
  • Experience in generative AI.
  • Strong communication skills to interact with both technical and non-technical audience.
  • Proven leadership skills to coach and guide team members to ensure on-time excellence.
  • Product mindset with significant experience working in Agile teams.
  • Ability to build a sense of trust and rapport within the team and senior leadership.
  • Flexibility and ability to work with ambiguous problems and unstructured data.
  • Strong bias towards action and proven ability toward iteratively and quickly to show incremental impact and value.

GlobalFoundries is an equal opportunity employer, cultivating a diverse and inclusive workforce. We believe having a multicultural workplace enhances productivity, efficiency and innovation whilst our employees feel truly respected, valued and heard.

As an affirmative employer, all qualified applicants are considered for employment regardless of age, ethnicity, marital status, citizenship, race, religion, political affiliation, gender, sexual orientation and medical and/or physical abilities.

All offers of employment with GlobalFoundries are conditioned upon the successful completion of background checks, medical screenings as applicable and subject to the respective local laws and regulations.

Tell employers what skills you have

Machine Learning
Forecasting
Courts
Data Analysis
Big Data
Natural Language Processing
Artificial Intelligence
SQL
Python
Foreign Languages
Data Science
Visualization
Data Analytics
Data Visualization