软件工程师,机器学习工程
Software Engineer, ML Engineering
Nex 正致力于帮助家庭重新发现运动的乐趣。由父母为父母打造,Nex 将科技与游戏结合,提供由自然身体运动驱动的有趣、社交和互动体验,鼓励孩子和成人更多地运动、玩耍并一起享受乐趣。Nex Playground 是公司的获奖主动游戏系统,专为全年让家庭保持运动而设计,在其有意设计中将安全和隐私作为核心考量。它获得了 kidSAFE+ COPPA 合规认证,并支持所有年龄和能力的人进行健康、积极的玩耍。
Nex Playground 拥有不断增长的 50+ 个体验库,包括动作和舞蹈游戏、健身和教育体验以及 Nex Originals。内容包括与 Hasbro、Sesame Workshop 和 NBCUniversal 等合作伙伴的合作。Nex 被 Fast Company 评为最具创新力公司之一,被 TIME 评为最佳发明,被 Parents 评为家庭最佳娱乐系统,并赢得了 Red Dot、IDEA 和 Core77 国际设计奖项。我们建议您浏览 Have Fun 和 Is Motion Gaming Back?,它们更深入地展示了我们的文化、价值观,并解释了我们对运动游戏的方法与前几代人的不同之处。
为了保护自己免受招聘诈骗,请注意 Nex 通过以 @nex.inc 结尾的官方公司邮件进行沟通。如果您收到可疑的邮件或消息,请不要回复并立即向我们报告。
地点:香港或远程
类型:全职
职位描述
在 Nex 担任软件工程师,您将参与构建支撑我们平台最复杂功能的技术基础。在机器学习工程(ML Engineering)方向,您将构建加速机器学习研究的基础设施:训练管道、数据工作流、模型集成系统以及支持快速实验的工具。您的工作确保研究人员可以可靠地迭代并推动实验走向生产就绪。
该职位提供了在机器学习系统、数据基础设施、传感技术和实时推理领域解决深层次技术问题的机会。您将加入一个小型、高度技术化的团队,重视专业技能和协作,对核心技术领域有明确的职责。
思维方式
您热衷于解决研究与生产工程交汇处的复杂技术挑战。您非常重视构建系统,这些系统能够...
查看英文原文
Nex is on a mission to help families rediscover the joy of movement. Created by parents for parents, Nex combines technology and play to deliver fun, social, and interactive experiences powered by natural body motion, encouraging kids and adults to move more, play more, and have fun together. Nex Playground, the company’s award-winning active play system, is purpose-built to get families moving year-round, with safety and privacy as core considerations in its intentional design. It is certified kidSAFE+ COPPA compliant and built to support healthy, active play for all ages and abilities.
Nex Playground features a growing library of 50+ experiences, including motion and dance games, fitness and educational experiences, and Nex Originals. Content includes collaborations with partners like Hasbro, Sesame Workshop, and NBCUniversal. Nex has been recognized by Fast Company’s Most Innovative Companies, TIME’s Best Inventions, and Parents’ Best Entertainment System for Families, and has earned Red Dot, IDEA, and Core77 international design awards. We encourage you to explore Have Fun and Is Motion Gaming Back?, as they offer a deeper look into our culture, values, and explain how our approach to motion gaming differs from previous generations.
To protect yourself from recruitment scams, please note that Nex communicates through official company emails ending in @nex.inc. If you receive a suspicious email or message, please do not respond and report it immediately to us.
Location: Hong Kong or Remote
Type: Full Time
The Role
As a Software Engineer at Nex, you will contribute to building the technical foundations that power our platform's most demanding capabilities. In the ML Engineering track, you will build the infrastructure that accelerates machine learning research: training pipelines, data workflows, model integration systems, and the tools that enable rapid experimentation. Your work ensures researchers can iterate reliably and move experiments toward production readiness.
The role offers the opportunity to work on deeply technical problems in machine learning systems, data infrastructure, sensing technologies, and real-time inference. You will be part of a small, highly technical team that values both specialization and collaboration, with clear ownership of core technology areas.
The Mindset
You are drawn to solving complex technical challenges at the intersection of research and production engineering. You care deeply about building systems that are reliable, performant, and maintainable. You thrive in environments where technical depth matters, where your expertise in ML systems, distributed computing, or real-time software directly shapes what the platform can do.
What You’ll Do
- Design and build training pipelines, data workflows, and model integration systems
- Develop infrastructure that accelerates research iteration and reduces turnaround time
- Build systems for data collection, curation, and preprocessing at scale
- Create tools and automation that move experiments toward production readiness
- Optimize data pipelines for reliability, performance, and observability
- Collaborate with ML researchers to understand their needs and remove technical blockers
- Work on model serving infrastructure and integration with the production framework
- Write clean, well-tested code that maintains high engineering standards
- Participate in code reviews and help raise the engineering bar across the team
- Contribute to shared tools, infrastructure, and cross-role projects (20% Time)
- Work with the dual-leadership model (Engineering Manager and Tech Lead) to understand priorities and technical direction
- Document systems and decisions to support team knowledge sharing
Must Have
- 3+ years of professional software engineering experience in building production ML systems, training infrastructure, or research platforms
- Proficiency in Python, additional experience with at least one other systems language (C++, C#, Java, Rust, or Go)
- Hands-on experience with PyTorch or TensorFlow in production or research environments
- Experience building or maintaining ML training pipelines or data workflows
- Familiarity with model deployment, inference optimization, or MLOps practices
Nice To Have
- Experience with distributed training systems or GPU-accelerated computing
- Knowledge of data versioning, experiment tracking, or ML metadata management
- Familiarity with containerization (Docker) and orchestration tools
- Contributions to open-source ML projects or research publications
- Experience working in small, high-performance technical teams
- Background in startups, high-growth environments, or consumer product companies
- Passion for pushing technical boundaries and deep problem-solving
We Offer
- Competitive compensation package.
- Flexible working hours and vacation policy.
- Product-driven culture that treasures talents and individual growth.
- Front-row seat and hands-on experience with cutting edge technologies in the evolving gaming field
Nex is located in San Jose, California, USA and Hong Kong. Learn more about us at https://www.nexplayground.com/about.
We encourage applications even if you don’t meet more than 50% of the requirements — we believe that experience comes in many forms!
Nex is an equal opportunity employer and does not discriminate on the basis of race, color, religion, sex (including pregnancy, childbirth, gender identity, and sexual orientation), national origin, ancestry, age, physical or mental disability, medical condition, genetic information, marital status, military or veteran status, or any other characteristic protected by applicable law. This policy applies to all individuals at every stage of the employment relationship, including all current and prospective employees, and covers all employment decisions including recruitment, hiring, job assignment, promotion, compensation, benefits, training, discipline and termination.
We are committed to providing a workplace free from discrimination and harassment and to fostering an inclusive environment for all employees.