Senior AI Innovation Engineer (LLM/CV) - J12594

About the Client: We are partnering with a highly respected, forward-thinking enterprise heavily investing in next-generation technology to transform its industry. Operating with a well-funded, fast-paced R&D mindset within a stable corporate environment, they are building an elite internal innovation hub. This organization champions a hands-on, engineering-first culture where technologists are given the autonomy to experiment, build, and deploy cutting-edge AI solutions that solve complex, real-world business challenges at scale.

The Role & Landscape: As the driving force behind AI innovation, you will lead the conceptualization and development of advanced Proof-of-Concept (PoC) solutions. This is a highly visible, deeply technical role where you will:

• Build & Innovate: Design and code AI-powered prototypes from scratch, validating emerging technologies (LLMs, Computer Vision, OCR) based on accuracy, performance, and cost.

• Iterative Engineering: Partner directly with business stakeholders to gather requirements, translating them into technical specifications through rapid, agile enhancement cycles.

• Architecture & Selection: Autonomously evaluate and select optimal technology stacks, workflows, and frameworks for specific enterprise use cases.

• Risk & Compliance Alignment: Architect secure AI solutions, defining robust risk containment measures (e.g., "human-in-the-loop" and "human-outside-the-loop" guardrails) and presenting these designs to Info

Sec and Compliance teams.

• Drive Productionization: Ensure a smooth transition of successful Po

Cs to BAU operations teams through comprehensive documentation, knowledge sharing, and enterprise-standard repository management.

What We Are Looking For:

• Experience: 5+ years of hands-on application development and software engineering experience within a commercial, in-house organization (Consultancy backgrounds will not be considered for this specific role).

• Mathematical Foundation: Strong grasp of advanced mathematics essential for AI (Linear Algebra, Calculus, Probability, and Statistics).

• Core Engineering: Exceptional hands-on coding skills in Python (Py

Torch, Tensor

Flow, CUDA) and deep familiarity with containerization (Docker) and modern repository management (Git

Hub/Git

Lab).

• AI/ML Expertise: Proven experience with LLM Workflow Orchestration (Dify, Lang

Chain, Lang

Graph) and LLM development (Hugging

Face, vLLM, LoRA, embeddings).

• Vision & OCR: Solid understanding of Computer Vision (CNNs, YOLO, OpenCV, RTSP streaming) and OCR models (Azure, Google Vision, Paddle).

• Communication: Fluent spoken and written English and Chinese. Must possess the down-to-earth ability to explain complex AI architectures to non-technical business units.

Why Apply To This Role: This is a rare opportunity to operate at the absolute cutting edge of AI while enjoying the stability and resources of a top-tier enterprise. You will not be maintaining legacy systems; you will be evaluating the latest open-source models (Llama, Deep

Seek, Qwen), building greenfield prototypes, and directly influencing the company's technology roadmap. If you are a passionate technologist who wants to see your AI solutions adopted at an enterprise scale, this is your platform.