Title:  Artificial intelligence 3D Engineer

About ST Engineering

ST Engineering is a global technology, defence, and engineering group with offices across Asia, Europe, the Middle East, and the U.S., serving customers in more than 100 countries. The Group uses technology and innovation to solve real-world problems and improve lives through its diverse portfolio of businesses across the aerospace, smart city, defence, and public security segments. Headquartered in Singapore, ST Engineering ranks among the largest companies listed on the Singapore Exchange.

Our history spans more than 50 years, and our strategy is underpinned by our core values – Integrity, Value Creation, Courage, Commitment and Compassion. These 5 core values guide every aspect of our business and are embedded in our ST Engineering culture – from the people we hire, to working with each other, to our partners and customers.

About our Line of Business - Training & Simulation Systems
Our Training & Simulation Systems business has close to 40 years of experience in delivering innovative learning, training, and simulation solutions to customers in the defence, public safety and security, and enterprise domains. We envision to create a better future together through learning, training, and simulation.

Together, We Can Make A Significant Impact 
You will be part of a team involved in the product development of automated process pipelines for Digital Twin 3D content, in cooperation with digital content creators, technical artists and application developers. You will be creating key components of the pipelines and integrating with external services/platforms to process data, producing outputs to address needs for Digital Twin 3D content in enterprises, predominantly in the Defence and Public Safety & Security domain.

Specifically, you will be applying A.I. on real-time data about dynamic changes/activities of movable objects and humans from the real-world environment, to solve prevailing needs in digitalisation of such information for meaningful visualisation within applications. You will create automatic processes that produce outputs on an accelerated or even real time basis to fulfil demands for data streams in solutions e.g. simulation systems, to meet specific customer demands.

Be Part of Our Success

• Product R&D in the following areas, involving A.I. and 3D geometry:
  • Tracking of discernible movable objects and human activity, to generate corresponding simulated entities in the virtual 3D space of Digital Twins
  • Processes on satellite/aerial imagery for 3D shape analysis, object type identification and direction/movement estimation
  • Time-efficient processes for analysis of video streams, particularly of urban scenery, for data on specific objects, as well as aggregate objects e.g. traffic and crowds
    • 6-DoF positioning and pose estimation for entities
    • 3D mapping & transformation including the processing of equirectangular images 
  • Automated process pipelines for producing outputs usable by downstream processes according protocol specifications
    • Generating data streams for interfacing with external simulation systems
  • Data fusion from multiple viewpoints and/or external data sources to reconstruct 3D objects in virtual space

 
Qualities We Value 

• Experience with Machine Learning, able to create and run A.I. workloads
• Experience in producing robust A.I. inference runtimes, with knowledge of distributed computing
• Knowledge of real-time messaging & streaming protocols
• Strong knowledge of 3D Geometry and understanding of mapping & transformation techniques
• Proficiency in technical writing and communication
• Able to learn and adopt new industry tools and techniques, quickly and independently

Plus Point:

• Academic or professional background in Data Science
• Experience with usage of GPUs, CUDA programming and parallel computing
• Familiarity with imagery and video data including noise management
• Knowledge of virtual simulation architectures and entity component systems
• Participation in related technical forums
• Experience in usage of Cloud platforms e.g. AWS and Azure
• Familiarity with industry tools for Video Analysis, YOLO, torchvision etc.

 
Our Commitment That Goes Beyond the Norm

• An environment where you will be working on cutting-edge technologies and architectures.
• Safe space where diverse perspectives are valued, and everyone’s unique contributions are celebrated. 
• Meaningful work and projects that make a difference in people’s lives.
• A fun, passionate and collaborative workplace.
• Competitive remuneration and comprehensive benefits.