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 InfoSec and Compliance teams.

• Drive Productionization: Ensure a smooth transition of successful PoCs 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 (PyTorch, TensorFlow, CUDA) and deep familiarity with containerization (Docker) and modern repository management (GitHub/GitLab).

• AI/ML Expertise: Proven experience with LLM Workflow Orchestration (Dify, LangChain, LangGraph) and LLM development (HuggingFace, 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, DeepSeek, 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.

If this outstanding opportunity sounds like your next career move, please submit through "Apply Now" or send your resume in Word format to Emmy Yiu at resume@pinpointasia.com and put Senior AI Innovation Engineer (LLM/CV) - J12594 in the subject header.

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