Univrses AB

About Univrses Univrses is a Stockholm-based 3D Computer Vision and AI company. We provide the perception and spatial awareness necessary for an increasingly autonomous world. While our roots are in the automotive sector, we have pioneered a new category: Infrastructure Intelligence. Our 3DAI™ system transforms ordinary vehicles into sophisticated mobile sensors, providing road authorities across Europe (Sweden, UK, Italy, and beyond) with real-time, actionable insights. We are shifting city management from reactive repairs to proactive, data-driven maintenance—saving costs, reducing CO2 emissions, and improving public safety. The Mission The Backbone of Operations: Every 3DAI™ deployment starts with a phone and a holder in a box. You make sure the right devices are set up, tested and shipped to customers across Europe, on time and fully traceable. Quality at the Source: Our AI is only as good as the data it learns from. You help keep our annotation work accurate, consistent and on schedule. The Heart of the Office: You shape the everyday experience of a team of 40 scientists, engineers and business builders in our bright office by the water in Hammarby Sjöstad. Established yet Agile: Founded in 2015, we have the stability of an established firm with the soul and speed of a startup. The Role This is a hands-on, varied role that sits at the intersection of data, hardware, logistics and workplace. No two days look the same, and you'll be the go-to person who makes things happen. Your role: Data Annotation & Quality: Annotate, re-annotate and validate data, monitor quality standards across annotation tasks, and troubleshoot issues with annotation tools and platforms. Annotation Team Support: Work closely with annotators to meet productivity, quality and deadline targets. Train and onboard new annotators and act as the point of contact for questions about processes and tools. Device Setup: Prepare phones and car phone holders by charging, configuring and installing required applications, create user accounts according to internal guidelines, and test every device before it ships. Packaging & Shipping: Pack collection kits according to checklists (devices, holders, instructions and return materials), label and document contents, ship via our selected providers, and log tracking information so all hardware is traceable. Inventory Management: Register and update inventory for devices and accessories, run weekly or monthly stock checks, keep accurate records, and flag and initiate replenishment when stock hits minimum levels. Office Coordination: Organise our weekly team breakfast and Lunch & Learn sessions (polls, food orders and all), manage office hardware inventory, and receive and handle deliveries, including picking up packages from local collection points. Workplace Environment: Keep the office tidy, organised and welcoming, from desks and shared spaces to the fridges and the fresh flowers, and proactively spot ways to improve how we work. Who You Are Organised by Nature: You love structure, checklists and accurate records, and you notice when something is out of place. Hands-on and Practical: You're comfortable unboxing deliveries, setting up a phone, packing a shipment and troubleshooting a basic technical issue, all in the same afternoon. Detail-oriented: Whether you're validating annotations or labelling a package, you take pride in getting it right the first time. Service-minded: You enjoy helping colleagues and take ownership of making the workplace better for everyone. What You Bring Required: Experience: Background in office coordination, administration, operations, logistics or a similar hands-on support role. Tech Comfort: Confident setting up smartphones and apps and learning new software tools quickly. Accuracy: A track record of maintaining precise records, inventories or quality-controlled work. Communication: Fluency in English, with the ability to explain processes clearly and train others. Preferred: Experience with data annotation, labelling or quality assurance work. Experience with inventory management, shipping or e-commerce logistics. Swedish language skills. AI-tool literacy — using AI to speed up your own workflows and problem-solving. Driving licence. What's in It for You? We provide the environment and the tools for you to do the best work of your career. Responsibility: Become a true stakeholder in a small team where your work directly keeps our operations and deployments running. Variety and Growth: Get exposure to AI data workflows, hardware deployment and international logistics, with real room to shape how we work. The "Work-Life" Blend: A culture that values output over "desk time". Working overtime is a rare occurrence, something you don't find in many tech startups. Upsides: A secure Pension Plan and Wellness activities for up to 5 000 SEK per year paid by the company. The Univrses Culture (which you'll help bring to life): Monday Momentum : Kick off the week with team breakfast. Thursday Knowledge : Weekly Lunch & Learns where internal or external speakers present interesting topics, with lunch paid for and catered by the company. Friday Wind-down : Celebrate the week's wins with our Friday After Work sessions (free beer from our well-curated beer fridge!). The Workspace : A bright, collaborative office in Stockholm equipped with the essentials (yes, including the mandatory startup ping-pong table). Are You Our Next Office Manager and Data Annotator? If you're an organised, hands-on problem solver who loves keeping things running smoothly, we want to hear from you. To apply, please include the following: 1. Your CV 2. A cover letter Note: All application materials must be in English.

About Univrses Univrses is a Stockholm-based 3D Computer Vision and AI company. We provide the perception and spatial awareness necessary for an increasingly autonomous world. While our roots are in the automotive sector, we have pioneered a new category: Infrastructure Intelligence. Our 3DAI™ system transforms ordinary vehicles into sophisticated mobile sensors, providing road authorities across Europe (Sweden, UK, Italy, and beyond) with real-time, actionable insights. We are shifting city management from reactive repairs to proactive, data-driven maintenance—saving costs, reducing CO2 emissions, and improving public safety. The Role As a Senior Sysadmin at Univrses, you will be the backbone of our technical operations, ensuring that our entire engineering organization has the stable, secure, and scalable infrastructure it needs to thrive. In this role, you will work closely with the CTO to design and maintain a company-wide infrastructure that is both resilient and secure. You will oversee the cross-functional systems that support all our research, development, and production environments. We are looking for a proactive professional to manage our cloud footprint and on-premise resources, ensuring our team of world-class engineers can work without friction. This is a on-site position since you will be responsible of our on premise infrastructure. Responsibilities Strategic Infrastructure Support: implement long-term infrastructure roadmaps that prioritize company-wide stability and data security. Core Systems Oversight: Design, deploy, and maintain robust server environments (both AWS and on-premise) that support multiple project teams. System Reliability & Uptime: Proactively monitor system health and performance across the organization to ensure high availability for all internal and external services. Resource Governance: Manage global resource allocation (databases, storage, compute). Security & Access Control: Implement and enforce company-wide security. Disaster Recovery: Develop and maintain rigorous backup strategies and recovery procedures to protect company data and intellectual property. Who you are Education: Bachelor's or Master's degree in Computer Science, Information Technology, or a related field. Experience: 5+ years of experience in Systems Administration, Infrastructure Engineering, or SRE. Maintenance Pro: Proven track record in patch management, software distribution, and maintaining system integrity across a fleet of machines. Linux Expertise: Deep proficiency in Linux/Unix administration and shell scripting (Bash, Python). Networking Specialist: Strong understanding of networking architecture. Cloud & Containers: Proven experience managing AWS environments and containerized applications using Docker. Reliability Mindset: A "security-first" and "stability-first" approach to managing infrastructure, with the communication skills to report directly to technical leadership. Infrastructure as Code (IaC): Familiarity with Terraform, Ansible, or CloudFormation. Monitoring Stacks: Experience setting up company-wide monitoring using Prometheus, Grafana, or ELK. Storage Solutions: Experience managing large-scale data storage (S3, NAS, Artifactory). What’s in it for You? We provide the environment and the tools for you to do the best work of your career. Responsibility: Become a true stakeholder in a small team where your work actually matters. Professional Evolution: You will be working on exciting projects involving game-changing technology with an opportunity to improve the world through autonomy and intelligence The "Work-Life" Blend: Enjoy flexible work hours and a culture that values output over "desk time". Upsides: A secure Pension Plan and Wellness activities for up to 5 000 SEK per year paid by the company. The Univrses Culture: Monday Momentum: Kick off the week with team breakfast. Thursday Knowledge: Weekly Lunch & Learns where internal or external speakers present interesting topics, while the company pays for and caters the lunch to keep your technical and commercial skills sharp. Friday Wind-down: Celebrate the week’s wins with our Friday After Work sessions (free beer from our well-curated beer fridge!) The Workspace: A bright, collaborative office in Stockholm equipped with the essentials (yes, including the mandatory startup ping-pong table). Next Steps If you are a systems-oriented thinker who enjoys building stable environments and working at a strategic level to support a high-performing engineering culture, please submit your resume and a cover letter in English!

At Univrses we develop computer vision and machine learning technology for self-driving vehicles, mobile robotics, and smart cities. Our product 3DAI™ revolutionizes urban and highway road management by providing timely, actionable insights about road conditions through AI powered live maps. As a result it empowers road transport authorities and related stakeholders to make data-driven decisions, streamline operations, and enhance safety across road networks with up-to-date information of all assets. Our team consists of hard-working and friendly people from all over the world with diverse backgrounds and expert knowledge in computer vision, robotics, machine learning, physics, math, software development and more. We develop cutting edge technology, in part by pursuing and developing research related to various topics such as supervised and unsupervised image segmentation, depth estimation, and multi modal position localization. We are now looking for Masters students with an interest in deep learning and computer vision to join Univrses in Stockholm! The topics of interest for Spring semester 2027 are: * Cross-dataset image matching and visual localization * Radar data processing for road surface condition estimation YOUR ROLE As a masters thesis intern you would meet regularly with your mentor to formulate and discuss your research project ideas, goals and experiments. You would do a literature review, design and code experiments, and develop novel technology. You would be expected to provide regular updates on your progress and thesis writing in order to get timely feedback and advice from your mentor. WHO YOU ARE You are interested in developing novel technology for smart cites and automotive industry. You are curious about research methods, enjoy prototyping proofs of concept, and have a good sense of how to design and implement experiments. You have knowledge and are curious to learn more of computer vision, machine learning, projective geometry, and linear algebra. You are self-driven, and can communicate well in English. WHAT WE OFFER * Bright and spacious facilities south of Södermalm, Stockholm * Open and friendly work environment * The best co-workers in the world – from all over the world! * Weekly Lunch and Learns * Possibility to work from home NEXT STEP Interested in joining Univrses as our new Masters Thesis Intern? Submit your CV and a cover letter indicating the thesis topic you are interested in, and how it fits your background. All application material must be in English. Looking forward to hearing from you!