Senior Computer Vision Data

Job Title
Senior Computer Vision Data & Evaluation Engineer, Lund

Job Description
At Axis Communications, we don't just create cameras - we create world-leading intelligent systems that understand what they see to keep people safe. If you share our belief that great analytics solutions depend on appropriate data validation and evaluation; you now have the opportunity to join our team as a hands-on, senior computer vision Data & Evaluation Engineer to ensure the quality of our cutting-edge, AI-based, data-driven video analytics
You future team
One of Axis's greatest assets is our culture with a strong focus on collaboration. We know that good ideas can come anytime and anywhere and therefore we encourage everyone to contribute and be innovative. If you are a person who likes to make a difference, you will feel right at home with us We want you to enjoy working with us and we believe team spirit, collaboration, learning, equal opportunities for all, and having fun are central parts of this.

What You Will Do
This opportunity is all about understanding the functionality and accuracy performance of our video analytics use case solutions. You will be responsible for evaluating AI models and algorithmic updates on real-world representative scenario datasets and key metrics to ensure our applications are production ready - robust, reliable, accurate, and measurable.

Daily operations will be to design, implement, integrate and maintain automated tests for fast, reliable feedback. You will craft, curate, and maintain essential video evaluation datasets and metrics for scene and use case coverage. For this, you will also define, update, and implement annotation guidelines that are clear, consistent, and reflect diverse real-world conditions to ensure consistent, reliable ground truth for evaluation. We want you to take charge of annotation quality control, working hands-on with tools like CVAT and collaborating with annotators.

You will evaluate and analyze AI model outputs, algorithms, and use case accuracy performance using your curated datasets and key metrics - accuracy, precision, recall, confusion matrix, false positive/negative rates, product metrics, etc. - to uncover strengths and opportunities. As such, you will contribute to data-driven AI model, algorithm, and use case debugging, identifying whether issues stem from data gaps or algorithm limitations.

Who are you?
Most importantly, you want to work somewhere that values your expertise and encourages inclusivity, mentorship, and continuous learning. In our team, you will not only be an exceptional software, data, and evaluation engineer but also a mentor and coach who can inspire and grow our team. To be successful in this role we hope you bring:

• Deep experience as a senior engineer with a keen interest in test-driven software development and practical knowledge of designing, implementing, and maintaining automated tests that maximize coverage for fast, reliable feedback, preferably in analytics contexts.
• Skills in accuracy performance evaluation of video analytics use cases and practical knowledge of evaluation metrics and best practices for AI model, algorithm, and use case testing and validation to assess accuracy, robustness, and performance.
• Software savviness and knowledge of what good code craftsmanship is all about and can handle architectural codebase issues with proficiency in writing and reviewing high-quality Python code.
• Proficiency in designing, creating and working with video datasets including experience from diving into annotations both in terms of crafting guidelines and working with tools e.g., CVAT.
• Strong communication skills with a drive to translate evaluation data into actionable insights utilizing e.g. dashboards and reports that quantify performance, highlight regressions, and track trends.
• Experience with distributed systems for fast robust execution.

What Axis Has To Offer
We are a world leader in network video, where cutting-edge technology meets global impact. Here, you'll contribute to meaningful projects that shape the future of security and surveillance — developing solutions used worldwide. As a fast-growing company, we offer exciting career opportunities. You'll grow professionally through continuous learning, supported by a collaborative team that values creativity, innovation, and work-life balance.

Our Lund HQ Campus, including the impressive Grenden building, offers a dynamic environment with spaces crafted to encourage collaboration, whether through informal "
fika
" chats, formal meetings,
or after-hours activities.
Check it out:
Axis HQ
Your well-being matters to us. We offer a range of benefits, including a company bonus, Friday cake, wellness allowance, health insurance — and even your own Axis bicycle.

To learn more about Axis, our innovative products, solutions, and vibrant company culture, explore:

Life at Axis blog

Engineering at Axis blog

Innovation at Axis

Ready to act?
Axis is a company realizing the benefits of a diverse workforce. We know that diversity in groups creates a better working environment and promotes creativity, something that is fundamental for our success. We welcome all applications.

We go through applications continuously so don't wait – send in your application today

Apply today or get in touch with me, , for an informal conversation. Let's build a safer, smarter world - together.

Type of Employment

Permanent Employment

Posting End Date

Certain roles at Axis require background checks, which means applicable verifications will be done in these recruitments.
Notice will be provided before we take any action.
About Axis Communications
We enable a smarter, safer world by creating innovative solutions for improving security and business performance. As a network technology company and industry leader, we offer solutions in video surveillance, access control, intercom, and audio systems, enhanced by intelligent analytics applications.

With around 5000 committed employees in over 50 countries, we collaborate with partners worldwide. Together, we thrive in our friendly, open, and collaborative culture and inspire each other to think beyond the expected. United by our commitment to inclusion, diversity, and sustainability, we consistently seek to develop our skills and way of working.

Let´s create a smarter, safer world
For more information about Axis, please visit our website

Listen to Get To Know Axis – Podcast