性能评估技术负责人
Tech Lead, Performance Evaluation
May Mobility 通过自主技术重塑城市,打造更安全、更环保、更具包容性的世界。公司总部位于密歇根州安娜堡,May 开发并部署由我们创新的多策略决策(MPDM)技术驱动的自动驾驶汽车(AV),真正重新定义了 AV 的思维方式。
我们的车辆不仅仅是自己驾驶——它们为社区提供价值,填补公共交通的空白,并安全、便捷且有趣地将人们送到他们需要去的地方。我们正在打造全球最优秀的自主系统,通过减少交通拥堵、扩大可及性并鼓励更好的土地利用,重新构想公共交通。自2017年成立以来,我们已为全球的真人提供了超过50万次自动驾驶行程。而我们才刚刚开始。我们正在寻找与我们一样热衷于今天构建未来、解决现实问题并看到自己工作影响的人。加入我们吧。
May Mobility 正经历快速增长,随着我们在全国范围内扩展自动驾驶接驳车和出行服务,我们正在寻找有才华的数据科学家和机器学习工程师,开发用于对自动驾驶汽车收集的数据进行情境化处理的自动化方法。这将使我们能够从数据中生成有价值的见解,使其易于搜索以进行问题分类、创建测试集,并构建用于提升自主性的数据集。加入我们,对我们的开发和商业决策产生关键影响!
职责
- 评估仿真测试结果,以推动发布和安全决策。
- 独立与跨职能团队合作,制定软件和系统需求。
- 领导团队代码质量活动,包括设计和代码审查。
- 通过清晰的可视化和演示,向技术和非技术利益相关者传达复杂的分析结果和模型性能指标。
- 为团队成员提供技术指导。
技能
成功胜任此职位通常需要以下能力:
- 精通分析高维仿真数据。
- 有构建 ML 预测模型的经验。
- 注重细节,关注验证、测试和错误检测。
- 了解该领域的最新进展,具备将创新概念转化为 May 实用解决方案的能力。
- 优秀的解决问题能力,对模型架构有严谨细致的方法。
查看英文原文
May Mobility is transforming cities through autonomous technology to create a safer, greener, more accessible world. Based in Ann Arbor, Michigan, May develops and deploys autonomous vehicles (AVs) powered by our innovative Multi-Policy Decision Making (MPDM) technology that literally reimagines the way AVs think.
Our vehicles do more than just drive themselves - they provide value to communities, bridge public transit gaps and move people where they need to go safely, easily and with a lot more fun. We’re building the world’s best autonomy system to reimagine transit by minimizing congestion, expanding access and encouraging better land use in order to foster more green, vibrant and livable spaces. Since our founding in 2017, we’ve given more than 500,000 autonomous rides to real people around the globe. And we’re just getting started. We’re hiring people who share our passion for building the future, today, solving real-world problems and seeing the impact of their work. Join us.
May Mobility is experiencing a period of significant growth as we expand our autonomous shuttle and mobility services nationwide. We are seeking talented data scientists and machine learning engineers to develop automated methods for contextualizing data collected by our autonomous vehicles. This will enable us to generate valuable insights from our data, making it easily searchable for triaging issues, creating test sets, and building datasets for autonomy improvements. Join us and make a crucial impact on our development and business decisions!
Responsibilities
- Evaluate simulation test results to drive release & safety decisions.
- Work independently with cross functional teams to develop software and system requirements.
- Lead team code quality activities including design and code reviews.
- Communicate complex analytical findings and model performance metrics to both technical and non-technical stakeholders through clear visualizations and presentations.
- Provide technical guidance to team members.
Skills
Success in this role typically requires the following competencies:
- Expertise in analyzing high-dimensional simulation data.
- Experience building ML prediction models.
- Detail-oriented with a focus on validation, testing, and error detection.
- Awareness of the latest advancements in the field, with the ability to translate innovative concepts into practical solutions for May.
- Excellent problem-solving skills with a meticulous approach to model architecture and optimization.
- Ability to provide individual and team mentorship, including technical leadership for complex projects.
Qualifications and Experience
Required
- B.S, M.S. or Ph.D. Degree in Engineering, Data Science, Computer Science, Math, or a related quantitative field.
- 10+ years of hands-on experience as a Data Scientist or ML Engineer with a strong focus on algorithmic design and deep learning.
- Strong proficiency in Python, SQL, and data analysis tools (e.g., Pandas, NumPy, Spark).
- Demonstrated expertise in databases for data extraction, transformation, and analysis.
- Proven experience building and managing large datasets and evaluations.
- Hands-on expertise in architecting and training complex predictive machine learning models.
- Prior experience in mentoring and supporting junior engineers.
Desirable
- Background in Autonomous vehicles, robotics, physics or related fields.
- Hands-on experience working with simulation data.
Benefits and Perks
- Comprehensive healthcare suite including medical, dental, vision, life, and disability plans. Domestic partners who have been residing together at least one year are also eligible to participate.
- Health Savings and Flexible Spending Healthcare and Dependent Care Accounts available.
- Rich retirement benefits, including an immediately vested employer safe harbor match.
- Generous paid parental leave as well as a phased return to work.
- Flexible vacation policy in addition to paid company holidays.
- Total Wellness Program providing numerous resources for overall wellbeing
Don’t meet every single requirement? Studies have shown that women and/or people of color are less likely to apply to a job unless they meet every qualification. At May Mobility, we’re committed to building a diverse, inclusive, and authentic workforce, so if you’re excited about this role but your previous experience doesn’t align perfectly with every qualification, we encourage you to apply anyway! You may be the perfect candidate for this or another role at May.
Want to learn more about our culture & benefits? Check out our website!
May Mobility is an equal opportunity employer. All applicants for employment will be considered without regard to race, color, religion, sex, national origin, age, disability, sexual orientation, gender identity or expression, veteran status, genetics or any other legally protected basis. Below, you have the opportunity to share your preferred gender pronouns, gender, ethnicity, and veteran status with May Mobility to help us identify areas of improvement in our hiring and recruitment processes. Completion of these questions is entirely voluntary. Any information you choose to provide will be kept confidential, and will not impact the hiring decision in any way. If you believe that you will need any type of accommodation, please let us know.
Note to Recruitment Agencies: May Mobility does not accept unsolicited agency resumes. Furthermore, May Mobility does not pay placement fees for candidates submitted by any agency other than its approved partners.
Salary Range
$200,591—$295,000 USD
May Mobility uses automated tools to support — but not replace — human judgment in our recruiting process, to find out more please click here