工業AI應用專家/智能制造算法工程師 ID204718

Job Profile: Engineering ＞ General Engineering
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.
一、崗位要求
1. 本科及以上學歷，計算機、自動化、智能制造、材料、人工智能等相關專業。
2. 有5年以上AI開發經驗，且具備 AI 大模型應用開發與制造業行業相關實戰經驗，參與過工業 AI 項目開發或后端服務、API 接口、微服務架構設計經驗者優先。
3. 熟悉生成式AI/大模型應用開發，有實際項目落地經驗。
4. 了解制造業行業AI開發流程：懂生產流程、工藝參數、設備數據、質量痛點。
5. 能獨立完成數據處理、模型訓練、推理部署、效果迭代。
6. 具備良好的業務理解與溝通能力，能深入車間解決實際問題。
7. 具備扎實的代碼研發能力，精通至少一種主流編程語言（如 Python、C++、Java），掌握數據結構、算法設計、數據庫原理等基礎知識。
二、崗位職責
1. 基于生成式AI、機器學習，為生產打造良率提升、缺陷預測、工藝參數智能優化方案。
2. 對接工廠、制造現場，梳理設備、模具、材料、工藝、質檢數據，搭建AI生產優化模型，實現調機輔助、異常預警、成本降低。
3. 利用大模型構建生產知識庫、智能排產、工藝問答、質檢分析等應用，把老師傅經驗沉淀為AI能力。
4. 與生產、工藝、質量團隊協作，推動AI項目從0到1落地，真實提升OEE、良率與生產效率。
我們希望你
- 不只懂AI，更懂工廠、懂生產
- 能把技術變成看得見的良率提升、效率提升、成本下降
- 愿意扎根實業，用AI賦能傳統制造業升級 uired