Tasks Summary
Here, you'll spearhead AI model operational excellence within BBA IT division, joining a visionary team driving digital transformation. You'll architect and optimize the full AI model lifecycle— including selection, tuning, configuration, deployment, and optimization. Ensuring robust, scalable, and high-performance AI model operations to support business objectives and digital transformation

Key Responsibilities
Model Selection, Benchmarking and Optimization:

● Lead the selection, evaluation, and benchmarking of AI/ML models for platforms and business applications;
● Architect, configure and streamline AI model pipelines for reliability, scalability, and efficiency.
● Oversee model tuning, hyperparameter optimization, and continuous retraining processes
CI/CD: Implement CI/CD and automation (MLflow, Kubeflow) for seamless model deployment and monitoring.
Performance Troubleshooting: Troubleshoot and resolve performance bottlenecks in AI model serving and infrastructure
Cross-team Collaboration: Partner with data scientists engineers, and product teams to translate requirements into robust model solutions
Innovation: Stay ahead of AI/ML advancements to enhance operational frameworks.
Security and Compliance: Ensure security, compliance, and governance of AI models in products and platforms

Qualifications
Education: Bachelor’s/Master’s in Computer Science, AI, or related fields.
Technical Expertise:

● Expert knowledge and experience in model selection, tuning, and optimization for business systems
● Advanced experience with MLOps and DevOps tools (e.g., MLflow, Kubeflow, Airflow, Docker, Kubernetes, Jenkins)
● Proficiency in Python, TensorFlow/PyTorch, and MLOps tools (Docker/Kubernetes).
Cloud Experience: Hands-on experience with large-scale model deployment on AWS/Azure.
Process Skills: Deep knowledge and hands-on experience with MLOps pipelines, model versioning, and automated retraining
Soft Skills: Exceptional problem-solving, communication, and adaptability under pressure.
Language: Fluent English (German preferred).

Join Us, and You Will Enjoy:
【Workplace】4A Scenic Office Environment | Ergonomic Office Furniture | Premium Dining Services | Barrier-Free Facilities
【Recharge】Fully-Paid Annual Leave (15+ Days) | Vibrant Union Activities & Lifestyle Benefits
【Career Growth】Extensive Training Resources | Diverse Career Development Paths | International Platform & Global Vision
【Commute & Living】Citywide Shuttle Coverage | Talent Apartments | Manager Car Allocation | Car Purchase Discounts
【Health】Family-Covered Medical Plans | 7×24 Free Clinic | Physiotherapy Services | Psychological Counseling | Gym
As the best employer brand model in the industry, BMW Brilliance has won multiple employer brand awards for many consecutive years. We are committed to the long-term cultivation of talents, build a forward-looking training system based on core values and corporate culture, empower employees to master the core ability to control industry changes, create excellent workplace experience, and achieve a sustainable future for each other and the enterprise.

任务概要
在这里，您将作为宝马IT事业部的一员，引领AI模型的卓越运营。加入该前瞻性团队，推动数字化转型，负责从模型选型到生产部署的全生命周期优化，确保可扩展、高性能的解决方案符合宝马全球创新标准。

核心职责
模型选型、基准测试与优化：

● 主导 AI/ML 模型在平台及业务应用场景中的选型、评估与基准测试；
● 设计、配置并优化 AI 模型流水线，确保其具备高可靠性、可扩展性与高效性；
● 负责模型调优、超参数优化及持续重训练流程的管理。
自动部署与监控：运用MLflow/Kubeflow等工具实现自动化部署与监控。
性能调优：排查并解决模型服务与云架构（AWS/Azure）中的性能瓶颈。
跨团队协作：与数据科学家、工程师及产品团队合作，将业务需求转化为稳定可靠的模型解决方案。
技术前瞻：保持对 AI/ML 技术发展的前沿洞察，并推动其在运维框架中的应用与落地。
安全与合规：确保 AI 模型满足安全性、合规性等要求。

任职要求
教育背景：计算机科学、人工智能等相关领域本科/硕士学历。
技术能力：

● 在业务系统的模型选择、调优和优化方面具备专家级知识和经验
● 具备高级 MLOps 和 DevOps 工具使用经验（如 MLflow、Kubeflow、Airflow、Docker、Kubernetes、Jenkins）
● 精通 Python、TensorFlow/PyTorch 以及 MLOps 工具（如 Docker/Kubernetes）
云平台经验：具备AWS/Azure大规模模型部署实战经验。
流程知识：深入理解并具备 MLOps 流水线、模型版本管理以及自动化再训练的实战经验。
软性技能：出色的抗压能力、沟通能力及问题解决思维。
语言要求：英语流利（德语优先）。

加入我们，你将享有：
【办公美学】4A级景区办公环境 | 人体工学办公桌椅 | 品质餐饮保障 | 无障碍设施
【焕能充电】全薪年假15天起 | 丰富多彩的工会活动和生活场景福利（文娱/美食/教育等）
【成长跃迁】多渠道海量培训资源 | 多样的职业成长路径 | 国际化平台和视野
【住行无忧】全市覆盖班车线路 | 人才公寓 | 经理配车 | 购车优惠
【健康守护】覆盖家庭的医疗计划 | 7×24h免费诊所 | 康体理疗 | 心理咨询 | 健身房
华晨宝马作为全行业最佳雇主品牌典范，连续多年蝉联多项雇主品牌大奖。我们致力于深耕人才的长期培养，以核心价值观与企业文化为基石，构建前瞻性培训体系，赋能员工掌握驾驭行业变革的核心能力，打造卓越职场体验，成就彼此与企业的可持续未来。