AI Engineer
JOB SUMMARY
Designs, fabricates, modifies, evaluates and documents molded assemblies, components, and systems to produce or improve company products and facilitate manufacturing operations. Develops data and makes preliminary sketches, lay-outs and notes required to present design proposals. Researches basic design factors such as ease of manufacture and availability of materials and equipment. Works with other organizations impacted by design development.
May perform work in a specific sub-specialty such as Automation, Mechanical Engineering, Mold Design, or Tooling. Please see addendum for specific sub-specialty requirements. This description is designed to capture the general elements of Engineering work.
ESSENTIAL DUTIES AND RESPONSIBILITIES
· Design and develops complex plastic molded sub-assemblies, components, and packaging as assigned.
· Develops and implements changes to product design and/or the manufacturing process to achieve efficiency, quality, and/or cost improvements by participating in new product development programs.
· Develops requirement specifications, system concepts, CAD generated machine layouts, detail drawings, BOM’s and budgets. Makes layouts of complex assemblies and details of parts of devices, mechanisms and structures.
· Provides customer product design engineering for economic production; may participate in meetings with customers.
· Assesses proper material, tooling, automation and equipment selection.
· Works with manufacturing to trouble-shoot problems, upgrades, retrofits, set-ups, methods development, and the development of process parameters.
· Participates in product development meetings and may make recommendations to product design changes to enhance manufacturing and assembly.
· Conduct proof of concept experiments and design other testing requirements as needed.
· Develop SOP’s operations and maintenance manuals.
· Research new technology or development tools to remain informed of current technology.
· Understanding of Lean Six Sigma tools, projects and processes and ability to incorporate these into assigned engineering projects.
· May assume lead role in small or sub-section of large project, as assigned.
· Reviews completed projects for accuracy, clarity and completeness.
· Ensures projects are compliant with all local, regional, and national regulatory requirements, codes and controls.
· Supports all company safety and quality programs and initiatives.
· May perform other duties and responsibilities as assigned.
Engineering Addendum
Automation
Technical responsibility for design and development of automation requirement specification and systems concepts and installs automation and transfer automation programs to production in a smooth and timely manner.
CAD/CAE
Technical responsibility for design and production of 2D and 3D representations of plastic injection molded assemblies, components, packaging and products.
Mechanical
Technical responsibility for a variety of engineering work in planning and design of products, tools, engines, machines and other mechanically functioning equipment and mechanical industrial processes; oversees production, installation, operation, maintenance and repair of such equipment.
Materials
Technical responsibility for the manipulation of the molecular structure of substances used to create new material for use in products, specifically working with plastics or composites that meet certain mechanical, chemical and electrical requirements. Responsible for determining test and performance requirements. Develops test methodologies and procedures and tests materials as required.
Mold Design
Technical responsibility for the design and development of molds used to produce plastic assemblies, components and packaging involving environmental, mechanical and thermal limitations. May design and build prototypes. May conduct mold qualifications and validations on new molds using various experiments. Involves robust knowledge of scientific molding methodologies.
Packaging
Technical responsibility for the design and development of packing materials, shipping containers, etc., for attractive and safe shipping of products under varying conditions of climate and environment, and differing modes of transportation, using lubricants, protective material, and other methods as required
Tooling
Technical responsibility for designing a broad range of tools, including cutting and forming tools; designs jigs, dies, and fixtures for production or experimental use; resolves design problems related to material characteristics, dimensional tolerances, service requirements, manufacturing procedures and processes and costs. Applies standard mathematical formulas and standard tool engineering data to develop tool configuration and selects standard items for incorporation into tool design. Draws preliminary sketches and prepares layout and detail drawings. Modifies tool designs according to test or production service data to improve tool life or performance.
JOB QUALIFICATIONS
KNOWLEDGE REQUIREMENTS
· Understands processes and has a basic understanding of various manufacturing techniques
· Strong knowledge of engineering theories, design principles and practices, and design evaluation techniques.
· Proficiency in use of personal computers, Microsoft Office products (Excel, Word and PowerPoint) and e-mail skills required.
一、职位概述 (Job Summary)
作为Jabil的AI工程师，您将负责设计、开发和部署创新的人工智能解决方案，以优化我们的制造流程、提高产品质量并推动业务增长。
二、岗位职责 (Job Responsibilities)
* 研究、设计、开发和实施基于机器学习、深度学习和计算机视觉的AI模型和算法。
* 与跨职能团队合作，识别业务需求并将其转化为可行的AI解决方案。
* 收集、清理、预处理和分析大规模数据集，以支持AI模型的训练和评估。
* 部署和维护生产环境中的AI系统，并进行持续监控和优化。
* 评估和选择合适的AI工具、平台和技术。
* 撰写清晰的技术文档，包括设计规范、测试计划和用户指南。
* 跟踪最新的AI技术趋势和研究进展，并将其应用到实际项目中。
三、任职资格 (Job Qualifications)
* 计算机科学、人工智能、电子工程或相关领域的学士或硕士学位。
* 具备AI/机器学习领域2年以上的工作经验。
* 精通至少一种主流编程语言，如Python、Java、C++。
* 熟悉至少一种主流机器学习框架，如TensorFlow、PyTorch、Keras。
* 深入了解机器学习算法（如监督学习、无监督学习、强化学习）和统计建模。
* 具备数据预处理、特征工程和模型评估的经验。
* 良好的沟通能力和团队协作精神，能够与不同背景的同事有效合作。
* （加分项）有计算机视觉、自然语言处理或推荐系统相关项目经验者优先。
* （加分项）有云计算平台（如AWS, Azure, GCP）上AI解决方案部署经验者优先。
四、编程语言：Python是绝对核心，还需掌握SQL处理数据，以及C++/Rust/Java应对高性能和生产环境需求。
· 开发框架与工具：必须熟练使用LangChain、LlamaIndex等大模型应用开发框架; 精通Docker、Kubernetes等容器化技术; 以及Git等版本控制与CI/CD持续集成工具。
· 大模型与经典算法：深入理解Transformer架构，掌握Prompt Engineering，并了解CNN、RNN等经典算法。
BE AWARE OF FRAUD: When applying for a job at Jabil you will be contacted via correspondence through our official job portal with a jabil.com e-mail address; direct phone call from a member of the Jabil team; or direct e-mail with a jabil.com e-mail address. Jabil does not request payments for interviews or at any other point during the hiring process. Jabil will not ask for your personal identifying information such as a social security number, birth certificate, financial institution, driver’s license number or passport information over the phone or via e-mail. If you believe you are a victim of identity theft, contact your local police department. Any scam job listings should be reported to whatever website it was posted in.Jabil, including its subsidiaries, is an equal opportunity employer and considers qualified applicants for employment without regard to race, color, religion, national origin, sex, sexual orientation, gender identity, age, disability, genetic information, veteran status, or any other characteristic protected by law.