高级机器学习工程师(机器人技术与计算机视觉)
Senior Machine Learning Engineer (Robotics & Computer Vision)
位置:远程 / 波兰
阶段:早期创业公司
产品:机器人自动化解决方案
关于该职位
我们正在寻找一位高级机器学习工程师(机器人与计算机视觉方向)加入一家开发前沿自动化解决方案的创业公司的技术团队。你将与CTO和联合创始人紧密合作,负责产品的ML核心,并在公司扩展过程中塑造其技术方向。
明确地说:这是一项高度动手操作的工作,不是企业级的LLM封装或提示工程岗位。
我们寻找一位具有扎实数学背景的ML/深度学习/视觉从业者,能够编写自定义训练循环,设计架构(PyTorch/TensorFlow),并优化模型以进行边缘推理。作为从第一天起的主要构建者,你的任务是从零开始训练深度学习模型,开发稳健的计算机视觉流程,并将这些能力整合到高性能工程文化中的商业可行的实体机器人产品中。
你的职责
- 负责产品的AI/ML/视觉核心,与CTO和联合创始人紧密合作,确保其符合整体技术战略,
- 编写自定义训练循环,设计和实现神经网络架构(例如使用PyTorch),并管理从原始数据处理到边缘部署的端到端生命周期,
- 构建MVP的AI/ML/视觉组件(管理端到端AI/ML模型生命周期,从架构设计到训练和微调,以及相关硬件控制接口),
- 提出并帮助定义AI/ML堆栈和模型架构,
- 监控AI、计算机视觉和机器人技术趋势,以保持竞争优势,
- 与CTO紧密合作,并随着团队扩大,指导加入AI/ML职能的工程师,
- 将客户反馈和市场需求转化为稳健的AI/ML技术需求,
- 为注重代码质量、责任感、快速迭代和高标准执行的内部文化做出贡献。
我们寻找的人选(必须条件)
- 3年以上端到端深度学习经验:从数据处理和架构设计到从头训练模型和深度微调(不涉及API提示)。
- 在工业自动化领域有工程先进计算机视觉系统的成功记录。
- 熟练掌握高级框架:对现代DL工具(PyTorch优先)有深入理解,包括编写自定义数据加载器和
查看英文原文
Location: Remote / PL
Stage: Early-stage startup
Product: Robotics automation solutions
About the role
We are looking for a Senior Machine Learning Engineer (Robotics & Computer Vision) to join the technical team of a startup building cutting-edge automation solutions. Working closely with the CTO & Co-founder, you will own the product's ML core and shape its technical direction as the company scales.
To be clear: This is a highly hands-on role, not a corporate, LLM-wrapper, or prompt-engineering position.
We are looking for an ML/Deep Learning/Vision practitioner with a strong mathematical background who writes custom training loops, designs architectures (PyTorch/TensorFlow), and optimizes models for edge inference. As a primary builder from day one, your mission is to train deep learning models from scratch, develop robust computer vision pipelines, and integrate these capabilities into a commercially viable, physical robotics product within a high-performing engineering culture.
Your responsibilities
- Owning the AI/ML/Vision core of the product, working closely with the CTO & Co-founder to align it with the overall technical strategy,
- Writing custom training loops, designing and implementing neural network architectures (e.g., in PyTorch), and managing the end-to-end lifecycle from raw data processing to edge deployment,
- Building the AI/ML/Vision components of the MVP (managing the end-to-end AI/ML model lifecycle, from architecture design to training and fine-tuning and - where relevant - hardware control interfaces),
- Proposing and helping define the AI/ML stack and model architecture,
- Monitoring AI, computer vision, and robotics trends to maintain a competitive technological edge,
- Working closely with the CTO and, as the team grows, mentoring engineers joining the AI/ML function,
- Translating customer feedback and market needs into robust AI/ML technical requirements,
- Contributing to an internal culture focused on code quality, ownership, rapid iteration, and high execution standards.
Who we are looking for (must-have)
- 3+ years of end-to-end Deep Learning experience: From data processing and architecture design to training models from scratch and deep fine-tuning (no API prompting).
- Proven track record of engineering advanced Computer Vision systems within the industrial automation sector.
- Advanced framework proficiency: Deep understanding of modern DL tools (PyTorch preferred), including writing custom data loaders and loss functions.
- Computer Vision expertise: Hands-on background with CNNs, ViTs, object detection, and segmentation.
- Solid software engineering foundation: Proven track record of building and shipping ML components in real, production-ready products.
- Startup mindset: Pragmatic, analytical, and comfortable in fast-paced, high-uncertainty environments where rapid execution beats over-engineered code.
- Language skills: Fluent Polish and English (spoken and written).
Nice to have
- Experience with hardware control/integration of AI models with physical systems (robotics, embedded systems, IoT),
- Experience with robotics technologies (ROS/ROS2, simulation environments, control systems),
- Experience in robotics automation platforms, cloud-edge architecture, or industrial automation,
- Background in deep-tech, robotics, or engineering-driven startups,
- Prior leadership experience (Lead Engineer, Tech Lead) is a plus, though not required.
What we offer
- Key technical role of a robotics startup, with real influence over the AI/ML direction of the product,
- Opportunity to build the AI/ML core of a robotics startup from scratch,
- Remuneration: at least PLN 18 000 net B2B + VAT,
- Equity/incentive package as the company and role grow,
- Support from an experienced startup studio and capital group,
- Access to industry experts and startup-building know-how,
- Fast decision-making and a high-impact environment.
Red Sky is conducting this recruitment process. The cooperation concerns a newly established start-up.
Recruitment process
- Tech Interview (~ 60 min.)
- Technical assignment
- Discussion of the technical task
- Interview with the Investor (~45 min)
- Agreeing on the terms of cooperation (remuneration)
Originally posted on Himalayas