高级软件工程师，评估基础设施
Senior Software Engineer, Evaluation Infrastructure
Waabi 由人工智能愿景家 Raquel Urtasun 创立，是物理 AI 领域的领导者。我们拥有一支世界级的团队，正在通过技术解锁自动驾驶运输的新时代，这些技术正在为商用自动驾驶卡车和机器人出租车提供支持。Waabi 得到了人工智能、汽车、物流和深度科技领域世界领先企业的重要投资与合作。
我们在多伦多、旧金山、达拉斯和匹兹堡设有办公室，公司发展迅速，正在寻找具有多样性、创新性和协作精神的候选人，希望他们能以积极的方式影响世界。如需了解更多信息，请访问：www.waabi.ai
评估算法团队负责构建全面评估我们的自主系统性能所需的算法和工具，覆盖所有开发阶段。在此职位中，您将与系统和安全团队紧密合作，负责定义需求和评估标准，并与仿真团队合作，利用 Waabi World——我们基于最新生成式 AI 技术构建的高度逼真的闭环仿真引擎，以提供支持下一代自动驾驶车辆安全开发的评估能力！
您将…
- 开发用于支持大规模驾驶性能统计分析的工具、基础设施和流程。
- 实现指标和标签，以全面理解模型性能，并发现用于训练和评估的有趣场景。
- 开发并维护高可用性的查询服务，以实现对大量指标和标签数据的低延迟分析和整理。
- 与来自各种来源的大数据集合作，包括真实道路驾驶数据以及我们的高保真模拟器 Waabi World。
- 推动工程卓越，确保高质量、结构良好且经过充分测试的代码。
- 协助项目路线图规划、优先级排序和交付。
资格要求：
- 计算机科学、机器学习或相关技术领域的硕士/学士学位，2年以上相关行业经验。
- 精通 Python 编程，具备扎实的软件工程基础，有编写高质量、结构良好且经过充分测试代码的实际经验。
- 思维开放、善于协作的团队成员，愿意帮助他人。
- 对自动驾驶技术充满热情，热衷于解决难题并创造创新解决方案。
加分项：
- 具有数据处理流程、ETL 流程、分布式系统等方面的经验。
查看英文原文
Waabi, founded by AI visionary Raquel Urtasun, is the leader in Physical AI. With a world-class team, we're unlocking the next era of autonomous transportation with technology that's powering commercial autonomous trucks and robotaxis. Waabi is backed by and partners with world leaders in AI, automotive, logistics, and deep tech.
With offices in Toronto, San Francisco, Dallas, and Pittsburgh, Waabi is growing quickly and looking for diverse, innovative and collaborative candidates who want to impact the world in a positive way. To learn more visit: www.waabi.ai
The Evaluation Algorithms team is responsible for building the algorithms & tooling required to comprehensively evaluate our autonomy system’s performance across all development stages. In this role, you will work closely with the systems & safety teams, responsible for defining the requirements & evaluation criteria, and simulation teams to leverage Waabi World, our highly realistic closed-loop simulation engine built with the latest in generative AI technologies to deliver the evaluation capabilities needed to support the safe development of the next generation of autonomous vehicles!
You will…
- Develop the tooling, infrastructure, and pipelines to support complex statistical analyses of driving performance scale.
- Implement metrics and tags to provide a holistic understanding of model performance and enable the discovery of interesting scenarios for training and evaluation.
- Develop and maintain a high availability query service to enable low-latency analysis and curation over large volumes of metric and tag data
- Work with large datasets from various sources including real world driving as well as Waabi World, our high-fidelity simulator.
- Champion engineering excellence, ensuring high-quality, well structured and tested code.
- Assist in project roadmap planning, prioritisation, and delivery.
Qualifications:
- MS/Bachelors degree with 2+ years of industry experience in Computer Science, Machine Learning and/or similar technical field(s) of study.
- Proficient in Python programming and strong software engineering fundamentals with real-world experience writing high quality, well-structured, and well-tested code.
- Open-minded and collaborative team player with the willingness to help others.
- Passionate about self-driving technologies, solving hard problems, and creating innovative solutions.
Bonus Points:
- Experience in data processing pipelines, ETL pipelines, distributed computing.
- Experience in building highly reliable and scalable web services
- Understanding of cloud job orchestration, monitoring, and instrumentation best-practices.
- Experience in evaluating complex ML models or self-driving software stacks.
The US yearly salary range for this role is: $127,000 - $223,000 USD in addition to competitive perks & benefits. Waabi (US) Inc.’s yearly salary ranges are determined based on several factors in accordance with the Company’s compensation practices. The salary base range is reflective of the minimum and maximum target for new hire salaries for the position across all US locations. Note: The Company provides additional compensation for employees in this role, including equity incentive awards and an annual performance bonus.
Perks/Benefits:
Competitive compensation and equity awards.
Health and Wellness benefits encompassing Medical, Dental and Vision coverage (for full-time employees only).
Unlimited Vacation.
Flexible hours and Work from Home support.
Daily drinks, snacks and catered meals (when in office).
Regularly scheduled team building activities and social events both on-site, off-site & virtually.
As we grow, this list continues to evolve!
Waabi is a technology start-up building technologies to transform the way the world moves. Join our talented team to be a part of the future and to make an impact!
Waabi is an equal opportunity employer. We celebrate diversity and are committed to creating a supportive, inclusive, and accessible workplace for all our employees. We seek applicants of all backgrounds and identities, across race, color, ethnicity, national origin or ancestry, age, citizenship, religion, sex, sexual orientation, gender identity or expression, military or veteran status, marital status, pregnancy or parental status, caregiver status, disability, or any other characteristic protected by law. We make workplace accommodations for qualified individuals with disabilities as required by applicable law. If reasonable accommodation is needed to participate in the job application or interview process please let our recruiting team know.