About our group:
The Operations & Technology Advanced Analytics Group works on initiatives helping our internal customers turn the data they have into the information they need to develop and deliver industry-leading storage solutions.
About the role - you will:
About our group:
The Operations & Technology Advanced Analytics Group works on initiatives helping our internal customers turn the data they have into the information they need to develop and deliver industry-leading storage solutions.
About the role - you will:
- Focus on Seagate advanced analytics projects related to Image Analytics
- Develop data mining algorithms, perform data wrangling and exploration
- Design, develop and implement appropriate machine learning and deep learning algorithms to solve stakeholders' analytics challenges
- Deliver advanced analytics solutions: web crawling, natural language processing, text analytics, visualization, and dashboard creation.
- Apply CNN, GAN, RNN, Time Series Analysis, XGBoost, Keras, Tensorflow to provide predictive analytics solutions and extract actionable insights
About you:
- Industry-proven knowledge using Python and C/C++ C#, or equivalent languages
- Hands on application with Python, OpenCV, Numpy, Matplotlib, etc
- Outstanding technical problem solving and debugging ability
- Self-motivated to learn and execute with attention to detail in documentation and execution
- Ability to handle technical and design ambiguity
- Teamwork and self-motivated
- Fast learning capability
- Effective oral and written communication skills
- Self-starter, ability to drive initiatives and influence
- Ability to work alone as well as in a team environment
- A collaborative attitude and a global mindset with an ability to work well with native and non-native English speakers
- Able to participate in conference calls outside of regular local work hours
- Outstanding technical problem solving and debugging ability
- Self-motivated to learn and execute with attention to detail in documentation and execution
- Ability to handle technical and design ambiguity
Your experience includes:
- Related intern and or industry background working on computer vision/image processing projects
- Working with distributed software project management tools such as those in Azure DevOps:Planning & Execution Management (Kanban Boards, Scrum Sprints)
Version Control (Git)
Documentation (Wiki, Sphinx)
Automated Test/Continuous Integration (Pipelines, Jenkins, *CI, or similar)
- Added advantage in the following areas:Machine Learning
GPU or similar parallel programming architecture optimizations
UI frameworks
DevOps / Infrastructure
Software test methodologies or QA
Location:
The Shugart site (named after Seagate’s founder, Al Shugart) is a research and design center. Easily accessible from the One-North MRT Station, many employees choose to take mass-transportation to work. Ample free on-site parking is also available. Being a purpose built building, The Shugart has excellent employee recreational facilities. Take an active break at our badminton courts, table tennis tables, in-house gym and recreation rooms. Our yoga and zumba classes are very popular. We also offer classes and interest groups in photography, gardening and foreign languages, and have various on-site celebrations, and community volunteer opportunities.
Location: Shugart, Singapore
Travel: None
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