Technical and Research Manager

1 week ago

Singapore COMBUILDER PTE LTD Full time
Roles & Responsibilities

Responsibilities:

  • Conduct R&D in Vehicle-to-Everything (V2X) related areas, define requirements, specifications, and innovative design to contribute to V2X software system. Get feedback from, and build solutions for, users and customers.
  • Perform R&D on next generation V2X systems with in-vehicle interaction system, virtualised, cloud-based vehicle device and data management platform
  • Perform R&D on latest Vehicle-to-Everything (V2X) software system, with objective to deploy commercial trials and rollouts in the market in partnership with industry leaders in this area
  • Research and build up know-how and hands-on experience on the AI, Frontend, Backend and Simulation. Optimize applications for maximum speed and scalability.
  • Design and develop backend components of V2X applications and services, ensuring high performance, scalability, and reliability
  • Work with spatio-temporal databases, including designing and maintaining database schemas, optimizing queries, and ensuring data integrity
  • Develop and maintain APIs for accessing and manipulating spatio-temporal data
  • Design strong APIs that support mobile and desktop clients
  • Collaborate with the front-end developers and other team members to set objectives and design robust, functional codes
  • Ensure compliance with latest V2X standards and best practices for V2X data management, processing, and analysis
  • Designing and implementing V2X simulation software that model and simulate traffic elements, traffic patterns, transportation systems, infrastructure and different V2X scenarios
  • Designing and implementing data mining algorithms and statistical models to extract insights from large datasets from V2X system
  • Analyze simulation results to identify potential traffic safety and efficiency issues and propose solutions for improvement
  • Conduct performance testing and optimization of simulation models

Requirements:

  • Master’s degree in computer science, Engineering, Information Technology, Robotics or relevant studies, with at least a total of 15 years working experience in multiples technical development and research roles using in at least one of the following programming languages: C++/C/Java/Python.
  • At least 8 years track record in technical research and development of software and applications for on Robotics, Smart Mobility & IOT, Autonomous Driving and Vehicle-to-Everything (V2X) software systems such as
  1. Behaviour modelling and cognitive AI in V2X systems,
  2. Data-driven V2X / traffic simulation
  3. V2X intelligent perception (including multi-modal sensor fusion, object tracking, event detection, etc.)
  • Candidates are expected to have sound knowledge and understanding in principles of machine learning, including neural networks, optimization methods, and statistical methods
  • Candidates are expected to have experience with modern frontend frameworks and libraries such as React and Vue.js, and knowledge of responsive design principles and cross-browser & cross platform compatibility issues
  • Candidates are expected to have solid experience in Java and its ecosystem (including frameworks like Spring Boot, OSGi, Hibernate, and Java EE), web services and APIs (such as REST, gRPC, WebSockets, MQTT)
  • Candidates are expected to be familiar with simulation tools such as SUMO, CARLA, NS-3.

Tell employers what skills you have

Excellent Communication Skills
Machine Learning
Performance Testing
Embedded C
Embedded C++
Analytical Abilities
JavaScript
Data Design
Research and Development
Traffic Simulation
Spring Boot
C Programming
GCP
Robotics
Programme Management
Java
API
Software Development
C++
Hibernate

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