资深机器学习工程师 - 边缘人工智能
Staff Machine Learning Engineer - Edge AI
我们是谁
Samsara(NYSE: IOT)是Connected Operations™ Cloud的先驱,这是一个平台,使依赖于实体运营的组织能够利用物联网(IoT)数据来生成可操作的见解并改进其运营。在Samsara,我们正在帮助提升支撑全球经济的实体运营的安全性、效率和可持续性。这些行业占全球GDP的40%以上,是地球的基础设施,包括农业、建筑、现场服务、运输和制造——我们很兴奋能帮助它们大规模实现数字化转型。
在Samsara工作意味着你将参与定义实体运营的未来,并加入一个塑造一系列激动人心的产品解决方案的团队,包括基于视频的安全性、车辆远程信息处理、应用和驾驶员工作流程、以及设备监控。作为一家最近上市的公司,你将拥有自主权和支持,以长期的眼光进行建设。
职位简介:
Samsara AI团队为我们的客户构建端到端的AI解决方案,同时也为Samsara构建核心机器学习基础设施。作为资深机器学习工程师,你将使用PB级的传感器、诊断、视频和文本数据,解决全球实体运营客户的关键问题。你将与机器学习工程师和科学家,以及全栈和固件工程师紧密合作,交付核心产品功能、服务和优化。
这是一个远程职位,面向居住在加拿大的候选人开放。该职位需要偶尔出差,最多占工作时间的5%。此职位不提供搬迁补助。
你应该申请,如果你:
- 你想影响推动世界运转的行业:你构建的软件、固件和硬件将产生现实世界的影响——帮助保持电力供应、将食品送入超市,最重要的是确保工人安全回家。
- 你是一个终身学习者:我们有雄心勃勃的目标。每个Samsarian都有成长型思维,在与各种技术、挑战和客户的互动中不断学习。
- 你认为客户不仅仅是数字:Samsara的工程师与最终用户有着罕见的亲近关系,你将有机会参与客户访谈,与客户成功和产品经理协作,并利用指标确保我们的工作真正转化为更好的客户成果。
查看英文原文
Who we are
Samsara (NYSE: IOT) is the pioneer of the Connected Operations™ Cloud, which is a platform that enables organizations that depend on physical operations to harness Internet of Things (IoT) data to develop actionable insights and improve their operations. At Samsara, we are helping improve the safety, efficiency and sustainability of the physical operations that power our global economy. Representing more than 40% of global GDP, these industries are the infrastructure of our planet, including agriculture, construction, field services, transportation, and manufacturing — and we are excited to help digitally transform their operations at scale.
Working at Samsara means you’ll help define the future of physical operations and be on a team that’s shaping an exciting array of product solutions, including Video-Based Safety, Vehicle Telematics, Apps and Driver Workflows, and Equipment Monitoring. As part of a recently public company, you’ll have the autonomy and support to make an impact as we build for the long term.
About the role:
The Samsara AI team builds end-to-end AI solutions for our customers as well as core ML infrastructure for Samsara. As a Staff Machine Learning Engineer, you will be working with petabyte-scale sensor, diagnostic, video, and text data to solve critical problems for Physical Operations customers, globally. You will work closely with ML Engineers and Scientists, as well as full-stack and firmware engineers to deliver core product features, services, and optimizations.
This is a remote position open to candidates residing in Canada. This position requires travel up to 5% of the time. Relocation assistance will not be provided for this role.
You should apply if:
- You want to impact the industries that run our world: The software, firmware, and hardware you build will result in real-world impact—helping to keep the lights on, get food into grocery stores, and most importantly, ensure workers return home safely.
- You are a life-long learner: We have ambitious goals. Every Samsarian has a growth mindset as we work with a wide range of technologies, challenges, and customers that push us to learn on the go.
- You believe customers are more than a number: Samsara engineers enjoy a rare closeness to the end user and you will have the opportunity to participate in customer interviews, collaborate with customer success and product managers, and use metrics to ensure our work is translating into better customer outcomes.
- You are a team player: Working on our Samsara Engineering teams requires a mix of independent effort and collaboration. Motivated by our mission, we’re all racing toward our connected operations vision, and we intend to win—together.
In this role, you will:
- Lead design and implementation of critical AI product initiatives on Edge devices.
- Develop both tactical AI solutions as well as more strategic and longer term research.
- Work with petabyte-scale data from customer operations including text, transactions, diagnostics, sensor, camera, and location data.
- Partner across business units to explore and prototype new AI experiences and optimize the ML model performance on edge devices.
- Stay connected to industry and academic research and adopt novel technology that suits Samsara’s needs.
- Champion, role model, and embed Samsara’s cultural principles (Focus on Customer Success, Build for the Long Term, Adopt a Growth Mindset, Be Inclusive, Win as a Team) as we scale globally and across new offices
Minimum requirements for the role:
- 8+ years experience as a Machine Learning Engineer.
- Profound experience in optimizing ML models and systems for Edge compute constraints.
- Coding in python or similar.
- Coding in C++ or Rust.
- Strong functional knowledge of the iterative machine learning product development process.
- Experienced in developing and shipping production code at large scale.
- Ability to distill informal or ambiguous customer and business requirements into crisp problem definitions.
- Proven ability to communicate verbally and in writing to technical peers and leadership teams with various levels of technical knowledge.
- Experience coaching and mentoring ML Engineers.
An ideal candidate also has:
- Proficiency in self-serving with data for experiments and model training at scale.
- An established record of successful high impact deliveries in AI.
- Deep knowledge in state of the art Computer Vision and multi-model models.
The range of annual base salary for full-time employees for this position is below. Please note that base pay offered may vary depending on factors including your city of residence, job-related knowledge, skills, and experience. This role is also eligible for an initial RSU grant with no vesting cliff, and ongoing refresh opportunities tied to performance, subject to plan terms and conditions. Learn more about our total rewards and benefits below.
Annual Base Salary
$170,400—$234,300 CAD
Total Rewards
At Samsara, we build for the people who keep the global economy moving. We want owners, not passengers, which is why our rewards are designed to fuel high-impact builders. Our compensation program delivers above-market total compensation through a combination of base salary, performance-based bonus/variable pay, and equity (for eligible roles) in a high-growth public company. We meaningfully differentiate pay for our top performers, who have the opportunity to earn above-market compensation that can outpace the broader market over time.
Beyond compensation, we provide the foundations that enable long-term success: a flexible, employee-led remote model, a professional development stipend, comprehensive health and parental leave plans, and more. If you’re ready to build for the long term and own the outcome, your journey starts here.
Flexible Working
At Samsara, we embrace a flexible working model that caters to the diverse needs of our teams. Our offices are open for those who prefer to work in-person and we also support remote work where it aligns with our operational requirements. For certain positions, being close to one of our offices or within a specific geographic area is important to facilitate collaboration, access to resources, or alignment with our service regions. In these cases, the job description will clearly indicate any working location requirements. Our goal is to ensure that all members of our team can contribute effectively, whether they are working on-site, in a hybrid model, or fully remotely. All offers of employment are contingent upon an individual’s ability to secure and maintain the legal right to work at the company and in the specified work location, if applicable.
Belonging at Samsara
At Samsara, we welcome everyone regardless of their background. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, gender, gender identity, sexual orientation, protected veteran status, disability, age, and other characteristics protected by law. We depend on the unique approaches of our team members to help us solve complex problems and want to ensure that Samsara is a place where people from all backgrounds can make an impact.
Accommodations
Samsara is an inclusive work environment, and we are committed to ensuring equal opportunity in employment for qualified persons with disabilities. Please email accessibleinterviewing@samsara.com or click here if you require any reasonable accommodations throughout the recruiting process.
Our Commitment to Authenticity
We use Tofu, a fraud detection tool, to validate the authenticity of applications and protect against identity fraud. This ensures we are connecting with real people and allows us to prioritize genuine candidates. Please see Samsara’s Candidate Privacy Notice for more information.
Fraudulent Employment Offers
Samsara is aware of scams involving fake job interviews and offers. Please know we do not charge fees to applicants at any stage of the hiring process. Official communication about your application will only come from emails ending in @samsara.com, @us-greenhouse-mail.io or @mail3.guide.co. For more information regarding fraudulent employment offers, please visit our blog post here.