You are as unique as your background experience and point of view. Here youll be encouraged empowered and challenged to be your best self. Youll work with dynamic colleagues - experts in their fields - who are eager to share their knowledge with you. Your leaders will inspire and help you reach your potential and soar to new heights. Every day youll have new and exciting opportunities to make life brighter for our Clients - who are at the heart of everything we do. Discover how you can make a difference in the lives of individuals families and communities around the world.
Job Description:
The role is responsible for driving AI innovation by conceptualizing and developing ProofofConcept solutions using modern AI technologies. He/She will partners closely with business users to codefine requirements selects appropriate technology stacks and iteratively showcases prototype progress for continuous feedback. The role also ensures smooth transition to BAU teams by supporting adoption knowledge transfer and alignment with enterprise standards.
Major accountabilities:
- Design and develop AI-powered proof-of-concept prototypes that demonstrate innovative solutions and validate emerging technologies for real-world business challenges based on three major criteria namely: accuracy performance and cost
Collaborate closely with business stakeholders to gather requirements understand application needs and translate them into technical specifications and prototype features through an iterative approach with small baby step enhancement
Evaluate and recommend appropriate technology stacks by assessing scalability performance and alignment with organizational goals ensuring optimal implementation of AI solutions.
Present prototypes in iterative cycles to stakeholders incorporating feedback to refine functionality improve usability and enhance overall solution effectiveness.
Explain to Risk Compliance and Infosec about how the solution design is supposed to work and what risk containment measures have been taken to minimize possible technology risk. For example through human in the loop supervision and human outside the loop as guardrails.
Facilitate smooth technology transfer by working with operations teams to transition prototypes into production-ready systems ensuring knowledge sharing and adoption. Provide clear documentation on coding as well as functionalities through written text and/or Confluence page.
Maintain comprehensive technical documentation and version-controlled repositories to support ongoing development knowledge management and future enhancements.
Requirement:
- 5 years of app/dev experience for commercial organisation
- Education in engineering backgorund; IT related University degree is not mandatory
- Fluent in spoken English and Chinese
- Strong in advanced mathematics. (AI relies on a foundation of linear algebra for data representation (vectors/matrices) calculus for model optimization (gradients/derivatives) and probability/statistics to manage uncertainty).
- Conviction in the necessity to adhere to business requirements
- Hands-on skillsets on Repository Management (Github GitLab Bitbucket) Software Tools (Terminal Powershell Pycharm VS Code IntelliJ) Business Process Management (Confluence Jira Zoho Asana) Computer Vision (CNN IP/Industrial Cameras RTSP RTMP MJPEG streaming protocols)
- Familiar skillsets on:
LLM Workflow Orchestration: Multi-step LLM workflows using Dify and custom orchestration: user-intent understanding planning sequences of calls and coordinating tools/APIs end-to-end (workflow patterns).
LLM Development and Tools: Axolotl Training Suite Dify xInference vLLM HuggingFace Low Rank Adaption Data Set curation text embedding Re-Rankers Langchain Langgraph Gemini Qwen DeepSeek Llama ChatGPT family of LLM SLM and code builder models
Python: Pycharm Gradio OpenCV YOLO DLIB LangChain Pytorch Tensorflow CUDA
OCR Models: Azure Document Intelligent Google Vision API Qwen OCR Paddle
Containers/VM/Cloud Services:Docker VMWare Azure VM VirtualBox
QA/QC: jQuery Postman GenAI Judges Langfuse
Back-end related: MySQL JSON PostgreSQL Image AI:Stable Diffusion Stable Dreamfusion Low-rank Adaptation ControlNet Hyper networks
Job Category:
IT - Digital Development
Posting End Date:
29/09/2026
Required Experience:
Senior Manager
You are as unique as your background experience and point of view. Here youll be encouraged empowered and challenged to be your best self. Youll work with dynamic colleagues - experts in their fields - who are eager to share their knowledge with you. Your leaders will inspire and help you reach your...
You are as unique as your background experience and point of view. Here youll be encouraged empowered and challenged to be your best self. Youll work with dynamic colleagues - experts in their fields - who are eager to share their knowledge with you. Your leaders will inspire and help you reach your potential and soar to new heights. Every day youll have new and exciting opportunities to make life brighter for our Clients - who are at the heart of everything we do. Discover how you can make a difference in the lives of individuals families and communities around the world.
Job Description:
The role is responsible for driving AI innovation by conceptualizing and developing ProofofConcept solutions using modern AI technologies. He/She will partners closely with business users to codefine requirements selects appropriate technology stacks and iteratively showcases prototype progress for continuous feedback. The role also ensures smooth transition to BAU teams by supporting adoption knowledge transfer and alignment with enterprise standards.
Major accountabilities:
- Design and develop AI-powered proof-of-concept prototypes that demonstrate innovative solutions and validate emerging technologies for real-world business challenges based on three major criteria namely: accuracy performance and cost
Collaborate closely with business stakeholders to gather requirements understand application needs and translate them into technical specifications and prototype features through an iterative approach with small baby step enhancement
Evaluate and recommend appropriate technology stacks by assessing scalability performance and alignment with organizational goals ensuring optimal implementation of AI solutions.
Present prototypes in iterative cycles to stakeholders incorporating feedback to refine functionality improve usability and enhance overall solution effectiveness.
Explain to Risk Compliance and Infosec about how the solution design is supposed to work and what risk containment measures have been taken to minimize possible technology risk. For example through human in the loop supervision and human outside the loop as guardrails.
Facilitate smooth technology transfer by working with operations teams to transition prototypes into production-ready systems ensuring knowledge sharing and adoption. Provide clear documentation on coding as well as functionalities through written text and/or Confluence page.
Maintain comprehensive technical documentation and version-controlled repositories to support ongoing development knowledge management and future enhancements.
Requirement:
- 5 years of app/dev experience for commercial organisation
- Education in engineering backgorund; IT related University degree is not mandatory
- Fluent in spoken English and Chinese
- Strong in advanced mathematics. (AI relies on a foundation of linear algebra for data representation (vectors/matrices) calculus for model optimization (gradients/derivatives) and probability/statistics to manage uncertainty).
- Conviction in the necessity to adhere to business requirements
- Hands-on skillsets on Repository Management (Github GitLab Bitbucket) Software Tools (Terminal Powershell Pycharm VS Code IntelliJ) Business Process Management (Confluence Jira Zoho Asana) Computer Vision (CNN IP/Industrial Cameras RTSP RTMP MJPEG streaming protocols)
- Familiar skillsets on:
LLM Workflow Orchestration: Multi-step LLM workflows using Dify and custom orchestration: user-intent understanding planning sequences of calls and coordinating tools/APIs end-to-end (workflow patterns).
LLM Development and Tools: Axolotl Training Suite Dify xInference vLLM HuggingFace Low Rank Adaption Data Set curation text embedding Re-Rankers Langchain Langgraph Gemini Qwen DeepSeek Llama ChatGPT family of LLM SLM and code builder models
Python: Pycharm Gradio OpenCV YOLO DLIB LangChain Pytorch Tensorflow CUDA
OCR Models: Azure Document Intelligent Google Vision API Qwen OCR Paddle
Containers/VM/Cloud Services:Docker VMWare Azure VM VirtualBox
QA/QC: jQuery Postman GenAI Judges Langfuse
Back-end related: MySQL JSON PostgreSQL Image AI:Stable Diffusion Stable Dreamfusion Low-rank Adaptation ControlNet Hyper networks
Job Category:
IT - Digital Development
Posting End Date:
29/09/2026
Required Experience:
Senior Manager
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