高级平台工程师,机器学习基础设施
Sr Platform Engineer, ML Infrastructure
我们是Blue River,一支致力于创造智能机械以解决客户重大问题的创新者团队。我们赋能客户——农民、建筑团队和林业工作者——实现更安全、更可持续的解决方案,减少对稀缺劳动力的依赖,提升盈利能力。我们相信,关注细节——逐像素、逐任务地优化——能带来巨大的收益。
Blue River Technology 通过快速识别并解决人工智能、机器学习、计算机视觉和机器人技术中的高价值、高不确定性挑战,与John Deere的愿景“为人类创新”保持一致。BRT 作为研发飞轮,不仅开发新产品,还构建可靠创造价值的新平台,为Deere及其客户带来价值。从完全自主的机器到高精度的农业设备,BRT 和 Deere 正在农业和建筑等行业中合作实现技术突破。
我们的员工是我们一切工作的核心。通过跨学科协作,这支以使命驱动的团队渴望定义机器人技术的新前沿。我们不断提出难题,快速迭代,并深入实地解决问题。我们不会放弃,直到对地球产生切实而积极的影响!
Blue River Technology 总部位于美国加州圣克拉拉。
职位概述
我们正在寻找一位具有强大机器学习基础设施和平台工程背景的高级软件工程师,该职位专注于构建支持机器学习团队快速发展的基础系统。与开发机器学习模型不同,该职位侧重于设计可扩展的平台、开发者工具和基础设施,以支持云和本地环境中的完整机器学习生命周期。
- 职位类型:全职
- 工作地点:美国远程办公。
- 此职位可能提供签证赞助。
岗位职责
以下职责的组合,不一定是全部:
- 设计、构建和运营支持云和本地环境中完整机器学习生命周期的可扩展机器学习基础设施和平台功能。
- 开发开发者工具、服务和基础设施,使机器学习和工程团队能够更高效地构建、部署和运行生产系统。
- 独立领导复杂的工程技术项目,从问题定义和架构设计到实施和上线。
查看英文原文
We’re Blue River, a team of innovators driven to create intelligent machinery that solves monumental problems for our customers. We empower our customers – farmers, construction crews, and foresters - to implement safer and more sustainable solutions, driving increased profitability with less reliance on scarce labor. We believe that focusing on the small stuff – pixel-by-pixel and task-by-task - leads to big gains.
Blue River Technology aligns with John Deere’s vision to “innovate on behalf of humanity” by quickly identifying and solving high-value, high-uncertainty challenges in AI, machine learning, computer vision, and robotics. BRT acts as a research and development flywheel, building not only new products but also new platforms that reliably create value for both Deere and its customers. From fully autonomous machines to highly precise farming equipment, BRT and Deere are partnering to create technical breakthroughs in industries like agriculture and construction.
Our people are at the heart of what we do. Through cross-disciplinary collaboration, this mission-driven team is eager to define the new frontier of robotics. We are always asking hard questions, rapidly iterating, and getting our boots in the field to figure it out. We won’t give up until we’ve made a tangible and positive impact on the planet!
Blue River Technology is based in Santa Clara, CA.
Summary
We are looking for a senior software engineer with a strong background in ML infrastructure and platform engineering who is passionate about building the foundational systems that enable machine learning teams to move faster. Rather than developing ML models, this role focuses on designing scalable platforms, developer tooling, and infrastructure that support the full ML lifecycle across cloud and on-premises environments.
- Employment Type: Full-Time
- Work Location: Remote in the United States.
- Visa sponsorship is possible for this position.
Job Responsibilities
A combination, not necessarily all-inclusive, of the following:
- Design, build, and operate scalable ML infrastructure and platform capabilities that support the full machine learning lifecycle across cloud and on-premises environments.
- Develop developer tooling, services, and infrastructure that enable ML and engineering teams to build, deploy, and operate production systems more efficiently.
- Independently lead complex technical initiatives from problem definition and architecture through implementation, production rollout, and ongoing operational ownership.
- Make sound architectural and engineering decisions that balance near-term delivery with the platform's long-term scalability, reliability, and maintainability.
- Build reliable, scalable, easy-to-use platform capabilities that improve developer productivity, simplify operations, and help engineering teams move faster.
- Partner closely with ML engineers, infrastructure engineers, and other stakeholders to understand customer needs and translate them into effective platform solutions.
- Identify and solve challenging infrastructure and platform problems, including opportunities to improve performance, reliability, scalability, and developer experience.
- Drive adoption and continuous improvement of platform capabilities by incorporating feedback from the engineering teams that use them.
- Establish a high bar for software quality, operational excellence, and production readiness across the systems and capabilities you own.
- Deliver platform solutions with measurable engineering and business impact across multiple teams and use cases.
Required Experience and Skills
- 5+ years of professional software engineering experience, with a focus on platform, infrastructure, or distributed systems.
- Strong Python engineering skills, including building production services, SDKs, automation, or platform tooling.
- Experience designing, building, and operating production platform capabilities used by multiple engineering teams.
- Understanding of ML platform architecture and the end-to-end ML lifecycle, including experimentation, distributed training, model deployment, and production operations.
- Experience building and operating applications on Kubernetes and cloud platforms (AWS preferred), with an understanding of production reliability, observability, and operational best practices.
- Strong technical judgment with the ability to independently lead complex technical initiatives from discovery through production, collaborating effectively with ML engineers, infrastructure teams, and product stakeholders.
Preferred Experience and Skills
- Experiencebuilding developer platforms, tooling, or internal services that improve engineering productivity and reduce operational complexity.
- Experience with workflow orchestration or distributed compute technologies such as Airflow, Kubeflow, Ray, Spark, or similar systems.
- Experience designing and optimizing distributed, GPU-intensive compute platforms for ML training, inference, or large-scale image processing.
- Experience supporting production machine learning platforms in computer vision, robotics, or similar domains.
- Demonstrated technical leadership through architecture, mentorship, or influencing technical direction across teams.
At Blue River, your base pay is one part of your total compensation package. For this position, the reasonably expected pay range is between $160,000 - $287,000/year for the level at which this job has been scoped. Your base pay will depend on several factors, including your experience, qualifications, education, location, and skills. This position is also eligible for an annual performance bonus and a competitive benefit package. During the recruitment process, we may identify an alternative role or level to which you are more suited. If your ideal role at Blue River differs from the advertised position, we will provide an updated pay range as soon as possible during the hiring process.
We’re passionate about creating an inclusive workplace that promotes and values diversity. While we have more work to do to advance diversity and inclusion, we’re investing in our programs, including recruiting, mentorship, career development, and learning & development, to ensure they support our Diversity, Equity, and Inclusion goals. We support each employee in living a full life, enabling a thriving career, and accomplishing a meaningful, challenging mission while collaborating with incredible people. We are dedicated to building a diverse and inclusive workplace, so if you’re excited about this role but your experience doesn’t align completely with the job description, we encourage you to apply anyway.
We are an equal-opportunity employer and do not discriminate based on race, religion, color, national origin, sex, gender, gender expression, sexual orientation, age, marital status, veteran status, or disability status. We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, perform essential job functions, and receive other benefits and privileges of employment. Please contact us to request an accommodation.
Originally posted on Himalayas