AI Vision Algorithm Engineer

At Jabil (NYSE: JBL), we are proud to be a trusted partner for the world's top brands, offering comprehensive engineering, supply chain, and manufacturing solutions. With 60 years of experience across industries and a vast network of over 100 sites worldwide, Jabil combines global reach with local expertise to deliver both scalable and customized solutions. Our commitment extends beyond business success as we strive to build sustainable processes that minimize environmental impact and foster vibrant and diverse communities around the globe.

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
·      Leads design and development of complex plastic molded sub-assemblies, components, and packaging.
·      Leads development and implementation of changes to product design and/or the manufacturing process to achieve efficiency, quality, and/or cost improvements.
·      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.
·      Leads customer product design engineering for economic production and serves as technical interface with customers as designated.
·      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.
·      May lead product development meetings and makes 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.
·      Thorough understanding of Lean Six Sigma tools, projects and processes and ability to incorporate these into assigned engineering projects.
·      Lead role in small or 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 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.

AI视觉算法工程师
岗位职责：
1.    负责PCBA领域的算法研究及工程实现，包括但不限于缺陷检测、装配检测、异常报警等；
2.    结合实际业务背景，实现并优化深度学习算法、框架及模块，以达成业务目标；
3.    探索并跟踪机器视觉领域的前沿深度学习技术，持续进行优化与升级。
任职资格：
1.    8 年以上的工作经验，其中有 5年以上 AI工业视觉的项目经验；
2.    熟练缺陷检测常用算法的编写， CNN、R-CNN 和 YOLO必须熟练；
3.    熟练掌握编程语言C/C++、Python、C#；
4.    熟练掌握tensflow/pytorch 深度学习框架至少一种，熟练使用OpenCV/Halcon等图像处理和视觉库，熟练深度学习模型部署：Tensorrt，Onnxruntime，Openvino Caffe等；
5.    有多模态大模型视觉领域应用落地成功经验；
6.    熟悉计算机视觉算法（各种形态学处理方法，颜色检测，模板匹配，OCR字符检测等）和深度学习算法（图像处理、图像提取、目标检测、图像检索、图像分类、语意分割）；
7.    有视觉设备CCD，光源，镜头选型、现场视觉设备维修维护经验优先；
8.    大学本科及以上学历，人工智能、计算机、电子类、自动化相关专业；
9.    有制造行业，尤其电子制造行业视觉设备工作经验者、在互联网公司领导过大型团队或者具有视觉算法者优先考虑。

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