发布于 2026-11-05
英文原文
人工智能工程师
Sr. AI Engineer, Backend (Altium)
ルネサス エレクトロニクス
| 职种 | 数据与人工智能 | 雇用形态 | — |
|---|---|---|---|
| 工作地点 | Bangalore, in | 薪资 | 面议 |
职位概要
Renesas(瑞萨电子)旗下Altium公司的Part Analytics团队招聘人工智能工程师,使命是将采购转化为竞争优势。该职位需深入理解大语言模型的能力与局限,构建多步骤智能体系统,搭建检索增强生成(RAG)流程与AI驱动工作流,并建立评估基础设施以验证效果。需编写具备可观测性、错误处理和可靠性的生产级代码,设计、构建并部署符合产品目标的AI/ML解决方案,识别现有产品与工作流中的AI应用场景,处理结构化与非结构化数据以提炼洞察,将AI模型集成到生产系统(API、服务),监控模型性能并持续提升准确性与效率,同时制定组织级AI最佳实践、文档与标准,指导开发人员采用和实施AI。应聘要求:计算机科学、数据科学、人工智能、软件工程、数学或统计学专业学士或硕士学位;5年以上机器学习经验,并在AI与智能体系统方面有可证明的实践;精通Python;具备TensorFlow/PyTorch/Scikit-learn等ML框架实操经验;熟悉NLP、推荐系统或预测分析;深入理解算法、统计学与数据结构;具备MLOps、模型监控与版本管理经验;有使用CI/CD流水线和监控工具大规模部署AI模型的经验;负责为AI模型定义KPI(准确性、延迟、成本优化);能够将技术方案转化为商业价值并与利益相关方沟通;领导AI项目、指导团队成员并制定可扩展且合乎伦理的AI解决方案最佳实践;具备跨职能团队协作和向管理层展示AI洞察的沟通能力;能独立工作并承担责任。Altium是瑞萨集团旗下总部位于加州圣迭戈的全球软件公司,提供有竞争力的薪酬与福利。
职位描述
Company Description Renesas is one of the top global semiconductor companies in the world. We strive to develop a safer, healthier, greener, and smarter world, and our goal is to make every endpoint intelligent by offering product solutions in the automotive, industrial, infrastructure and IoT markets. Our robust product portfolio includes world leading MCUs, SoCs, Analog and power products, plus Winning Combination solutions that curate these complementary products. We are a key supplier to the world’s leading manufacturers of electronics you rely on every day; you may not see our products, but they are all around you. Renesas employs roughly 21,000 people in more than 30 countries worldwide. As a global team, our employees actively embody the Renesas Culture, our guiding principles based on five key elements: Transparent, Agile, Global, Innovative, and Entrepreneurial. Renesas believes in, and has a commitment to, diversity and inclusion, with initiatives and a leadership team dedicated to its resources and values. At Renesas, we want to build a sustainable future where technology helps make our lives easier. Join us and build your future by being part of what’s next in electronics and the world. Job Description Transforming Sourcing into a Competitive Advantage is the mission of Part Analytics, an Altium Company. Our AI-powered supply management software empowers manufacturing companies to accelerate product development, improve profit margin and uncover hidden risks in the supply chain. We are looking for an AI Engineer who will play a foundational role in building AI-driven capabilities within our product ecosystem. This role requires someone who can work independently, take end-to-end ownership, and translate business problems into scalable AI solutions. You will collaborate closely with product, engineering, and leadership teams to introduce AI features that create real business value. Responsibilities : Deeply understands LLM Capabilities and limitations Architect multi-step Agentic systems that reason and not just generate Build retrieval-augmented generation (RAG) pipelines and AI-powered workflows. Build evaluation infrastructure to know when things work Ship production code with proper observability, error handling, and reliability Design, build, and deploy AI/ ML solutions aligned with product goals Identify use cases for AI within existing products and workflows Work with structured and unstructured data to derive insights Integrate AI models into production systems (APIs, services) Monitor model performance and continuously improve accuracy and efficiency Define AI best practices, documentation, and standards for the organization Guide developers on AI adoption and implementation Qualifications Required experience: Bachelor’s or master’s degree in computer science, Data Science, Artificial Intelligence, Software Engineering, Mathematics or Statistics 5+ years of experience in Machine Learning and demonstrable experience in AI and Agentic systems Strong proficiency in Python Hands-on experience with ML frameworks such as TensorFlow / PyTorch / Scikit-learn Experience with NLP, recommendation systems, or predictive analytics Strong understanding of Algorithms, statistics, data structures Experience of MLOps, model monitoring, and versioning Experience in deploying AI models at scale using CI/CD pipelines and monitoring tools Responsible for defining KPIs for AI models (accuracy, latency, cost optimization). Ability to translate technical solutions into business value and communicate with stakeholders Lead AI initiatives, mentor team members, and define best practices for scalable and ethical AI solutions. Strong communication skills to collaborate with cross-functional teams and present AI-driven insights to leadership Ability to work independently and take ownership Additional Information Altium Limited, a part of the Renesas Group and headquartered in San Diego, California, is a global software company accelerating the pace of electronics innovation. We are redefining electronic product creation in a software-defined world with our industry-first cloud-based platform that unites every stakeholder and phase of electronics development. From startups to world’s technology giants, our digital platforms give more power to PCB designers, supply chain, and manufacturing, letting them collaborate as never before. At Altium, our teams are empowered to innovate, collaborate globally, and help create the future of electronics development. We believe in rewarding our employees with a competitive benefits package alongside their salary. More information will be provided during the hiring process.