Senior Business Change Manager

Job Req Number:  101914
Time Type: Full Time

Job Description: AI Development Expert (Intelligent Process Automation)​​

1. ​​Document Intelligence:​​ Utilizing advanced OCR technologies (e.g., Tesseract, Azure Form Recognizer) to automatically parse and extract critical information from diverse documents (contracts, invoices), structuring the output for storage in databases.
2. ​​Intelligent Content Generation:​​ Integrating state-of-the-art Large Language Models (LLMs) such as GPT-4, Claude, or local models to automate the drafting of precise email responses. This will be based on the structured document data, business rules, and contextual understanding.
3. ​​End-to-End System Integration:​​ Architecting and developing robust, scalable automation pipelines. You will connect document management systems, databases, and communication platforms (e.g., Gmail API) using modern API frameworks like FastAPI to create a seamless workflow.

​​Required Qualifications & Experience:​​

• ​​Technical Expertise:​​ Proficiency in Python and deep learning frameworks (PyTorch or TensorFlow) is essential, with proven hands-on experience in OCR and NLP projects.
• ​​Cloud & ML Platforms:​​ Demonstrable expertise in at least one major cloud AI service (AWS SageMaker, Google Vertex AI, or Azure Machine Learning) for building, training, and deploying models.
• ​​Full-Stack AI Development:​​ Solid experience in database integration (SQL/NoSQL) and API development, with a proven ability to deliver complete, production-grade solutions, not just proof-of-concepts.
• ​​Bonus Qualifications:​​ Practical experience with IoT data processing, robotic scheduling systems, or Warehouse Management System (WMS) development is a significant advantage.

​​Essential AI Skills & Mindset:​​Beyond technical prowess, we are looking for a candidate with a strong analytical and product-oriented mindset.

• ​​Data-Centric Thinking:​​ A fundamental understanding that model performance is rooted in data quality. You must be skilled in data preprocessing, augmentation, and MLOps principles for robust model lifecycle management.
• ​​Problem-Solving & Evaluation:​​ The ability to frame business problems with an AI lens, select appropriate models (from traditional ML to modern LLMs), and rigorously evaluate their performance using relevant metrics.
• ​​Production & Scalability Focus:​​ A keen understanding of the challenges in moving from a prototype to a live production environment, including considerations for latency, monitoring, and maintenance.
• ​​Collaboration & Communication:​​ Excellent ability to explain complex AI concepts to non-technical stakeholders and collaborate effectively with cross-functional teams.
• ​​Continuous Learning:​​ A passionate, self-motivated learner who stays current with the rapidly evolving AI landscape and is eager to experiment with new technologies.

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​​招聘职位：AI开发专家（智能流程自动化方向）​​

1. ​​文档智能处理：​​ 运用先进的OCR技术（如Tesseract、Azure Form Recognizer）自动解析各类文档（如合同、发票），提取关键信息，并转化为结构化数据存入数据库。
2. ​​智能内容生成：​​ 集成前沿的大型语言模型（如GPT-4、Claude或本地模型），基于已结构化的文档数据、业务规则和上下文语境，自动生成或起草精准的邮件回复。
3. ​​端到端系统集成：​​ 设计并开发稳健、可扩展的自动化流程。通过使用FastAPI等现代API框架，连接文档管理系统、数据库和通信平台（如ouklook API），打造无缝的业务流。

​​必备资质与经验：​​

• ​​技术专长：​​ 必须精通Python及深度学习框架（PyTorch或TensorFlow），并具备扎实的OCR和NLP项目实战经验。
• ​​云平台与ML服务：​​ 熟练掌握至少一家主流云平台的AI服务，能够用于模型的构建、训练与部署。
• ​​全栈AI开发能力：​​ 具备扎实的数据库（SQL/NoSQL）集成和API开发经验，拥有交付完整、生产级解决方案（而不仅仅是概念验证）的成功案例。
• ​​加分项：​​ 具备物联网数据处理、机器人调度系统或仓储管理系统（WMS）的实际开发经验者优先。

​​关键的AI技能与思维模式：​​除了技术能力，我们更期待您具备出色的分析能力和产品思维。

• ​​数据驱动思维：​​ 深刻理解模型性能根源于数据质量，精通数据预处理、数据增强，并了解MLOps理念以确保模型生命周期的稳健管理。
• ​​问题解决与评估能力：​​ 善于从AI视角界定业务问题，能选择合适的模型（从传统机器学习到现代大语言模型），并使用相关指标严格评估其性能。
• ​​生产与规模化意识：​​ 深刻理解从原型到生产环境所面临的挑战，包括对延迟、监控和维护等方面的考量。
• ​​协作与沟通能力：​​ 出色的沟通能力，能够向非技术背景的同事清晰地解释复杂的AI概念，并能高效地与跨职能团队协作。
• ​​持续学习热情：​​ 对AI领域充满热情，具备强大的自驱力，能主动追踪快速变化的技术趋势，并乐于尝试新技术。

DSV – Global transport and logistics

Working at DSV means playing in a different league.

As a global leader in transport and logistics, we have been on an extraordinary journey of growth. Let’s grow together as we continue to innovate, digitalise and build on our achievements.

With close to 160,000 colleagues in over 90 countries, we work every day to offer solid services and meet our customers’ needs and help them achieve their goals. We know that the best way to achieve this is by bringing in new talent, fresh perspectives and ambitious individuals like you. 

At DSV, performance is in our DNA. We don’t just work – we aim to shape the future of logistics. This ambition fuels a dynamic environment built on collaboration with world-class team players, accountability and action. We value inclusivity, embrace different cultures and respect the dignity and rights of every individual. If you want to make an impact, be trusted by customers and grow your career in a forward-thinking company – this is the place to be.

Start here. Go anywhere

Visit dsv.com and follow us on LinkedIn and Facebook.

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