Contract - AI/ML Data Scientist for Business Analytics
Infineon Technologies
Kallang
Job Description
Part of your life. Part of tomorrow.
We make life easier, safer and greener - with technology that achieves more, consumes less and is accessible to everyone. Microelectronics from Infineon is the key to a better future. Efficient use of energy, environmentally-friendly mobility and security in a connected world - we solve some of the most critical challenges that our society faces while taking a conscientious approach to the use of natural resources.In your new role you will:
• Work as a technical expert on Artificial Intelligence/ Machine Learning (AI/ML) and present research findings to stakeholders internally and externally
• Demonstrate thought leadership in the area of data science and machine learning
• Execute Problem/Opportunity definition and analysis
• Responsible for analysis requests from start to finish, including requirements gathering, conceptualization, analyzing and solving
• Prove concepts, prototypes and implementations , mainly pertaining to the solutions and services in Business Analytics encompassing:
• Computer Vision;
• Natural Language Processing
• Reinforcement Learning
• Machine learning & Deep Neural Networks
• Predictive & Prescriptive modelling;
• Collect, analyze and interpret qualitative & quantitative data with statistical theories and methods
• Apply standard process CRISP-DM (business understanding, data understanding, data preparation, modeling, evaluation, deployment), Machine Learning frameworks such as TenserFlow, PyTorch etc. & Agile Methodologies for Business Analytics projects
• Create and review technical design documentations and researches including proposals, white papers, presentations, formal recommendations and reports
• Provides guidance to junior data scientists
• Contributes to the company by creating patents and other intellectual property
You are best equipped for this task if you have:
• 3 - 5 years of work experience in relevant disciplines
• Strong understanding, conceptualizing and hands-on working knowledge using Data Science and Statistical methods for AI/ML including Deep learning methods (Convolutional Neural Networks, Recurrent Neural Networks and Generative Adversarial Networks)
• Extensive experience in software development cycles and excellent programming skill with scripting languages & frameworks eg. Python, R, Scala, Java, TensorFlow, PyTorch, Sklearn.
• Familiar with micro service and/or big data technologies, eg. Openshift, Cloudera (CDH), Elasticsearch, CEPH.
• Good understanding of cloud based AI/ML products from Google, Azure, and AWS.
• Good knowledge of Agile Methodologies
• Experience in best practice adaption and external benchmarking
• This is a 1 year contract
Additional Information
Career Level
Non-Executive
Qualification
Bachelor's Degree, Post Graduate Diploma, Professional Degree
Years of Experience
3 years
Job Type
Contract
Job Specializations
Computer/Information Technology, IT-Software
Company Overview
Society currently faces a number of daunting challenges. The world’s population is growing rapidly, more and more megacities are forming and demand for energy continues to spiral across the globe. In addition, the rising need for climate protection calls for new approaches to energy consumption in many areas of everyday life.
Infineon Technologies AG offers semiconductor and system solutions addressing three central challenges to modern society: energy efficiency, mobility, and security. In the 2014 fiscal year (ending September 30), the company reported revenues of 4.32 billion euros with approximately 29,800 employees worldwide. In January 2015, Infineon acquired US-based International Rectifier Corporation, a leading provider of power management technology, with revenues of USD 1.1 billion (fiscal year 2014 ending June 29) and approximately 4,200 employees.
Additional Company Information
Registration No.
197000667M
Company Size
2001 - 5000 Employees
Industry
Semiconductor/Wafer Fabrication
Benefits & Others
Medical, Regular hours, Mondays - Fridays, Business (e.g. Shirts)
Specific Location
Kallang
#J-18808-Ljbffr
