ML Ops / Data Engineer - Robotics

At sensmore, we are revolutionizing the automation of the world's largest machines, infusing them with unparalleled intelligence. Our proprietary Physical AI technology empowers heavy machinery, such as wheel loaders, to seamlessly adapt to dynamic environments and perform new tasks without prior training.We are integrating state-of-the-art robotics into a c…

Join sensmore as a Robotics Engineer specializing in Artificial Intelligence. In this role, you will work at the forefront of robotic technology, developing innovative solutions that integrate AI algorithms with robotic systems. You will collaborate with a talented team to design, test, and implement sophisticated robotics solutions that enhance automation and efficiency across various applications.

At sensmore, we are revolutionizing the automation of large-scale machinery with our groundbreaking Physical AI technology. Our innovative solutions empower heavy machinery, such as wheel loaders, to swiftly adapt to ever-changing environments and tackle new tasks without the need for prior training.We are integrating state-of-the-art robotics into a comprehensive platform that drives intelligence and automation across various industries, including mining and construction, enhancing both productivity and safety for our customers.Join our team and contribute significantly to the transformation of automation in heavy industries.Role OverviewWe are on the lookout for a talented Robotics Simulation CI/CD Engineer to join our innovative team. In this role, you will design and develop the infrastructure necessary for efficient, scalable testing and deployment of robotic simulation environments. The ideal candidate will blend robust software engineering expertise with hands-on experience in robotics simulation pipelines and DevOps methodologies.Your contributions will ensure that all robotic software, simulation environments, and datasets are seamlessly built, tested, validated, and deployed across development workflows. By creating reliable CI/CD pipelines tailored for simulation and robotics software, you will be instrumental in accelerating development cycles, enhancing reliability, and enabling extensive testing of autonomous systems.Key ResponsibilitiesDesign and maintain robust CI/CD pipelines for robotics simulation environments to guarantee reliable automated builds, testing, and deployment.Develop infrastructure enabling large-scale simulation-based testing to validate robotic software.Integrate simulation frameworks with robotics development workflows to facilitate continuous testing of autonomy, perception, and control systems.Automate the testing and validation processes for robotic software using simulated environments, datasets, and regression benchmarks.Optimize simulation infrastructure for scalability, facilitating distributed testing across both cloud and on-premise computing environments.Work collaboratively with robotics, AI, and platform engineers to ensure simulation environments accurately mirror real-world robotic systems.Maintain infrastructure-as-code and containerized environments to guarantee reproducible simulation pipelines.Document CI/CD processes, testing strategies, and simulation infrastructure to promote team-wide adoption and reliability.Required QualificationsBachelor's degree in Computer Science, Robotics, or a related field.Proven experience in software engineering, with a strong focus on robotics simulation and CI/CD practices.Familiarity with automation tools and frameworks.Excellent problem-solving abilities and strong communication skills.Experience with cloud services and distributed systems is a plus.

sensmore builds automation systems for heavy machinery, applying intelligent robotics to help equipment such as wheel loaders adapt to changing tasks and environments. Their Physical AI platform connects robotics with real-world industrial needs, aiming to boost productivity and safety across sectors like mining and construction. This PhD Research Internship centers on advancing industrial automation, blending research and engineering in a practical setting. The position is based in Berlin or Potsdam and focuses on Vision-Language Models (VLM) and Vision-Language-Action (VLA) systems for robotics. Role overview The internship targets general purpose AI, with an emphasis on developing scalable VLA systems that enable robots to perceive, reason, and act in complex industrial environments. The work combines multi-modal perception, including video, radar, and lidar, with practical robotics. Interns will contribute to embodied AI research for heavy industry, working at the intersection of method development and hands-on engineering. There are opportunities to publish research and influence the direction of industrial autonomy at sensmore. Key responsibilities Research and method development: Design and implement new approaches for Vision-Language-Action systems in industrial contexts. Investigate scalable architectures for multi-modal reasoning and action generation. Advance methods in embodied AI and robotic autonomy. Multi-modal learning and data systems: Lead the design and evaluation of large-scale multi-modal datasets, including video, radar, lidar, and sensor fusion. Develop self-supervised or weakly supervised pipelines for generating VLA datasets. Explore data-centric strategies to improve robustness and generalization. Model development and optimization: Build, adapt, and extend advanced models to achieve project objectives.

At sensmore, we are pioneering the automation of the world's largest machines with groundbreaking intelligence. Our unique Physical AI technology empowers heavy machinery, such as wheel loaders, to seamlessly adapt to ever-changing environments and undertake new tasks without the need for prior training.By integrating state-of-the-art robotics into our innovative platform, we are driving the development of intelligence and automation products that enhance productivity and safety across the mining, construction, and related industries.Join our team and become a key player in reshaping the automation landscape within heavy industries.Role OverviewAs our State Estimation Engineer, you will be responsible for the design and implementation of reliable, fail-safe state estimation systems that allow autonomous heavy machinery to accurately assess velocity, angular velocities, and local positioning in challenging, unstructured environments.You will operate at the convergence of robotics, perception, and control, converting noisy multi-sensor information (including wheel odometry, LiDAR, radar, IMU, and GNSS) into precise real-time estimates of the vehicle’s three-dimensional state.

At sensmore, we are revolutionizing the automation of the world’s largest machinery with cutting-edge intelligence. Our innovative Physical AI empowers heavy machinery, such as wheel loaders, to adapt instantly to changing environments and undertake new tasks without prior training.By integrating advanced robotics into our platform, we are launching intelligence and automation products that significantly enhance productivity and safety for our clients in the mining, construction, and related sectors.Join us in redefining the automation landscape for heavy industries and making a substantial impact.

dreessommerse is seeking an Underground Construction Engineer (m/f/d) to join the team in Potsdam. This full-time role centers on designing, planning, and managing underground construction projects. The position emphasizes upholding safety and efficiency at every stage of the project lifecycle. Key responsibilities Create and refine designs for underground construction initiatives Plan project timelines and resources Oversee on-site execution from initial stages through completion Encourage safe and efficient practices on all worksites Contribute to ongoing improvements in project processes Requirements Background in underground construction methods Dedication to maintaining safety and quality standards Collaborative approach and ability to work within a team Strong skills in problem-solving

Help shape the infrastructure of tomorrow! If you have experience in water construction and wish to contribute from the initial project concept to the realization of water construction projects, Drees & Sommer offers you exciting challenges and opportunities. This is your perfect chance to leverage your strengths and grow with us. Use your expertise to collaboratively drive the energy transition for a sustainable future!Independent planning, design, and management of measures for various deep or water construction projects (e.g., quay facilities, riverbanks, ship landings, port infrastructure).Assuming responsibility for the professional and timely implementation of construction planning.Developing and leading the project engineers assigned to you.Ensuring compliance with quality standards and regulations.Close collaboration with other departments and project teams.

Join our dynamic team at dreessommerse as a (Junior) Construction Supervisor focusing on civil engineering projects in the energy sector. We are looking for a motivated individual eager to contribute to impactful projects that shape the future of energy infrastructure.Your role will involve overseeing construction activities, ensuring compliance with safety standards, and collaborating with diverse teams to drive project success.

At sensmore, we are revolutionizing the automation of the world's largest machines with unparalleled intelligence. Our unique Physical AI technology empowers heavy machinery, including wheel loaders, to seamlessly adapt to dynamic environments and undertake new challenges without prior training.We are at the forefront of integrating state-of-the-art robotics into a platform that drives innovation in intelligence and automation products, significantly enhancing productivity and safety in sectors such as mining, construction, and related industries.Join us in our mission to reshape the future of automation in heavy industries.As a Working Student – Mechatronics Assembly Technician, you will play a crucial role in the assembly of advanced sensor boxes that incorporate sensors, computing units, communication hardware, power systems, and more. Your expertise and attention to detail will establish the benchmark for durability, reliability, and performance in the field.