Job Overview
We are looking for an experienced Research Associate to join us at NUS Business Analytics Labs to develop data intensive high-performance applications. You should be comfortable with cloud services such as AWS, Google Cloud. Container orchestration will be plus.
Job Description
- Responsible for the research and development and iteration of scenario recommendation algorithm, including retrieval, coarse ranking, precise ranking, and re-ranking, etc., to improve user experience and revenue
- Implement federated recommender systems to preserve privacy with differential privacy and other data privacy preserving methods
- Analyze business data and formulate corresponding recommendation strategies
- Communicate with relevant business teams and participate in the assessment and implementation of business needs.
- Create MLFlow pipelines to deploy, monitor and conduct user experiments using larger deep learning models
- Engage with industry partners to explore collaboration opportunity
Job Requirements
- Master's Degree in Business/ Computing
- Solid algorithmic skills and excellent coding ability in Python, PyTorch/tensorflow framework and SQL
- Familiar with various retrieval algorithms, Click-through Rate/Conversion Rate estimation, re-ranking models, etc.
- Able to understand the business in depth, grasps concepts easily and is sensitive to data.
- At least 3 years of algorithm development experience in recommendation, search, and advertising, working experience in e-commerce is preferred
- Strong organizational and management skills.
- Goal-oriented, proactive, and able to execute projects effectively good communication skills and teamwork spirit
- Familiarity with NLP is preferred. Should be comfortable using machine learning and deep learning approaches to recommender systems and NLP.
More Information
Location: Kent Ridge Campus
Organization: School of Business
Department : Analytics And Operations
Employee Referral Eligible: No
Job requisition ID : 24204
Similar Positions
-
Research Engineer I (Computer Science/Engineering), Nanyang Technological University, Singapore, about 9 hours ago
The School of Computer Science and Engineering (SCSE) invites applications for the position of Research Engineer I. The Research Engineer I will be responsible for the development of software plat...
-
Senior Data Analyst, Nanyang Technological University, Singapore, about 9 hours ago
The Senior Data Analyst role is important to: Lead and implement Student Data Analytic Projects that aid data-informed decision-making and reporting, as well as to enhance student experience. Mana...
-
Research Engineer Ii (Computer Science), Nanyang Technological University, Singapore, about 9 hours ago
A Corp Lab in NTU is seeking to hire a Research Engineer II who will contribute to the design and execution of robust research initiatives aimed at cultivating green premium strategies and green r...
-
Project Officer (Condensed Matter Physics), Nanyang Technological University, Singapore, about 16 hours ago
A Project Officer position is currently available in the School of Physical and Mathematical Sciences (SPMS). The College of Science seeks a diverse and inclusive workforce and is committed to equ...
-
Project Officer (Engineer, Algorithm And Operation Researcher), Nanyang Technological University, Singapore, about 9 hours ago
The School of Mechanical & Aerospace Engineering (MAE) invites applications for the position of Project Officer. Key Responsibilities: Design control/navigation algorithms and operation strategies...
-
Project Officer (Condensed Matter Physics), Nanyang Technological University, Singapore, about 8 hours ago
A Project Officer position is currently available in the School of Physical and Mathematical Sciences (SPMS). The College of Science seeks a diverse and inclusive workforce and is committed to equ...