Data & ML Architect at Volvo Autonomous Solutions

Transport is at the core of modern society. Imagine using your expertise to shape sustainable transport and infrastructure solutions for the future. If you seek to make a difference on a global scale, working with next-gen technologies and the sharpest collaborative teams, then we could be a perfect match. 

At Volvo Autonomous Solutions (V.A.S), we drive the future of transport by developing and operating cutting-edge autonomous solutions. As part of the Volvo Group, we are committed to creating a safer, more sustainable, and highly productive transport industry—guided by our ambitions of being 100% Safe, 100% Fossil-Free, and 100% More Productive.

Our foundation is built on safety, passion, collaboration, respect, and trust. We foster an inclusive and diverse workplace where innovation thrives, and every voice matters. Whether you're shaping technology, optimizing operations, or redefining mobility, you’ll find a place here. Join us in transforming the way the world moves.

We are now looking for a Data & ML Architect to drive innovation and lead technical excellence in our Machine Learning initiatives. You will design scalable data platforms and robust ML architecture that enable advanced analytics and AI solutions across the organization.

The role

Create and maintain flexible, secure data environments that make high-quality, consistent data easily accessible to authorized users. Work alongside multiple project/product delivery teams, providing architecture leadership and support within the end-to-end life cycle of managing data. Interface with multiple stakeholders and provide them with data architecture solutions.

Master the craft of packaging and delivering data science products using DevOps and MLOps (Machine Learning Operation) practices. Work as a binding force between data science discovery as well as modeling, and operationalization of data-driven software and statistical models. Actively take part in solving business problems using data science and software engineering subject to best practices fulfilling existing standards and requirements. Take part in monitoring and follow-up of deliveries.

In this dual role, you will be responsible for architecting scalable data systems to handle vast amount of data from autonomous vehicles and building machine learning models that drive insights and innovations in autonomous driving technology. Your expertise will enable our domain teams to optimize vehicle safety, perception, and decision-making systems. You will lead the technical delivery and orchestration of Data Arena ML flows. This role is focused on designing scalable ML infrastructure, productionizing models, and monitoring them in production.

 Key Responsibilities:

• Design and implement robust, scalable data architectures for the end-to-end data life cycle for autonomous vehicle systems.
• Design and implement robust, scalable MLOPs architectures for autonomous vehicle labeling, training, testing and monitoring.
• Integrate machine learning capabilities in the data architecture for data analytics and insights, and collaboration with Domain experts for requirements and expectations.
• Collaborate with data engineers, scientists, and software engineers to integrate data pipelines with ML workflows.
• Ensure data quality, security, and compliance across all systems.
• Stay abreast of emerging trends in data architecture, big data technologies, and AI/ML advancements.

Qualifications:

• Bachelor’s or Master’s degree in Computer Science, Data Science, Machine learning or related fields.
• Extensive experience in data architecture, data modeling, data analytics, database design and system design.
• Proven expertise in MLOPs and AI model development.
• Strong programming skills in Python, SQL, C++, or similar languages.
• Experience with on-premises data platforms and azure cloud.
• Familiarity with autonomous vehicle systems and multimodality sensor data.

Who are you?

You are a driven and creative individual with a strong passion for continuous learning and personal growth. Thriving in dynamic, fast-paced technology environments, you bring energy and curiosity to everything you do.

You excel at solving complex problems and have a proven ability to lead and drive cross-functional collaboration. Your adaptability and leadership skills enable you to deliver results even under pressure, making you an invaluable contributor to innovative projects and ambitious goals.

What’s in it for you?

By joining our team, you’ll have the opportunity to work at the cutting edge of autonomous driving technology, shaping the future of mobility. You’ll collaborate with talented experts across data science, engineering, and product domains, gaining exposure to advanced ML infrastructure and large-scale data systems. We offer a dynamic environment where your ideas and expertise will directly impact vehicle safety and innovation. You’ll benefit from ongoing professional development, access to the latest tools and technologies, and the chance to make a real difference in a rapidly evolving industry.

Ready to Take the Lead?

Join us in transforming the way the world moves. Apply today and be a part of the future.

Last application date: 2026-01-07

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Who we are and what we believe in 
We are committed to shaping the future landscape of efficient, safe, and sustainable transport solutions. Fulfilling our mission creates countless career opportunities for talents across the group’s leading brands and entities.

Applying to this job offers you the opportunity to join Volvo Group. Every day, you will be working with some of the sharpest and most creative brains in our field to be able to leave our society in better shape for the next generation. ​We are passionate about what we do, and we thrive on teamwork. ​We are almost 100,000 people united around the world by a culture of care, inclusiveness, and empowerment.

World of Volvo is a Brand Experience Centre that will open its doors to the public during springtime 2024. It is a joint venture between Volvo Group and Volvo Cars and a meeting place in the city centre of Gothenburg for inspiration and entertainment. An interactive destination with permanent and temporary exhibitions, concerts, talks and conferences, a bistro, restaurant, and shop. Now we are attracting top talent to create the most spectacular customer experience in North Europe.