Jobs
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负责行车/泊车场景下多任务学习算法的研发与优化，包括动态/静态感知等模型的联合训练；
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设计高效的多任务训练框架，提高任务间的协同效率和模型性能；
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研究多任务学习中的损失平衡、任务冲突解决等关键问题，提升模型的稳定性和泛化能力；
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基于真实驾驶数据和仿真数据进行模型训练、调优及部署；
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跟踪最新的多任务学习、深度学习和自动驾驶领域的研究进展，应用于实际业务场景；
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支持相关团队解决训练中的技术问题，并推动算法在自动驾驶系统中的落地应用。
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熟悉多任务学习的基本原理和相关技术（如共享参数、软/硬任务分配、权重动态调整等）
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熟悉常见的感知算法（Transformer/bev/occ 等）
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善于解决复杂问题，具有较强的分析能力和创新能力
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3年以上计算机视觉算法开发经验，具有自动驾驶领域多任务训练量产经验者优先
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学历要求：计算机科学、电子工程、自动化或相关领域硕士及以上学历，博士优先
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About Bosch
Bosch
PublicRobert Bosch GmbH is a multinational engineering and technology company that develops automotive components, industrial technology, consumer goods, and energy solutions. The company operates across multiple sectors including mobility solutions, industrial technology, consumer goods, and building technologies.
10,001+
Employees
Gerlingen
Headquarters
Reviews
3.7
10 reviews
Work Life Balance
3.2
Compensation
3.8
Culture
4.1
Career
4.3
Management
2.9
72%
Recommend to a Friend
Pros
Great people and team environment
Career development and learning opportunities
Good compensation and benefits
Cons
Poor work-life balance expectations
Management issues and favoritism
Lack of clear policies
Salary Ranges
711 data points
Senior/L5
Senior/L5 · Business Development Manager - Press
1 reports
$175,455
total / year
Base
$152,570
Stock
-
Bonus
-
$175,455
$175,455
Interview Experience
7 interviews
Difficulty
2.4
/ 5
Duration
14-28 weeks
Offer Rate
71%
Experience
Positive 14%
Neutral 86%
Negative 0%
Interview Process
1
Application Review
2
Recruiter Screen
3
Technical Interview Round 1
4
Technical Interview Round 2
5
HR Round/Salary Negotiation
6
Offer Extended
Common Questions
Technical Knowledge
Coding/Algorithm
Behavioral/STAR
Past Experience
Project-based Assessment
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