R&D Engineer
1 week ago
As a member of our R&D team, the person will work on applications of AI & machine learning to solve large-scale business problems in retail and supply chain management (SCM), collaborating with both colleagues and partner organizations in Singapore and abroad.
Responsibilities:
● Communicate with our clients to understand their current pain points and how AI / machine learning can be applied to improve their bottom line. This can include discussions with clients' management, information technology team, or specialists from other fields (such as logistics).
● Work with other R&D team members both in Singapore and abroad to develop proofs-of-concept of solutions and present it to our clients.
● Together with other R&D team members and partner organizations, develop said proofs-of-concept into systems capable of handling large volumes of data in production environments.
● Keep up with technology developments related to AI, machine learning, and engineering of large-scale software systems.
● Some amount of travel within Southeast Asia (less than 5% annually) may be required, depending on specific project assigned.
Requirements:
● At least a bachelor's degree in computing/analytics, or a bachelor's degree in another field combined with a master's in computing/analytics-related field.
● Good knowledge of AI and machine learning, particularly time-series analysis and forecasting. This includes trade-offs related to selection of data pre-processing steps, algorithms, and evaluation metrics.
● Good knowledge of software engineering concepts and practices, such as algorithmic complexity, architectural patterns, and version control.
● Proficiency in Python and libraries related to data processing such as pandas or polars.
● Working knowledge of cloud services (preferably Google Cloud Platform), particularly services related to AI/ML and data engineering.
● Working knowledge of SQL.
● Excellent verbal and written communication skills, particularly in explaining technical matters to non-technical audience.
● Some experience with Tableau is a plus.
● Some experience with Unity engine is a plus.
● Experience working in projects that involve stakeholders with mixed backgrounds (technical/non-technical) and geographical locations is a plus.
Tell employers what skills you haveTableau
Machine Learning
Version Control
Forecasting
Pandas
Architectural Patterns
Google Cloud Platform
Software Engineering
Wireless
Research and Development
Unity
Data Engineering
Python
Supply Chain Management
Cloud Services
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