Data & Evaluation Engineer - Video Analytics, Lund
Axis Communications AB / Datajobb / Lund
2025-08-05
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hela Sverige At Axis Communications, we don't just create cameras - we create world-leading intelligent systems that understand what they see to keep people safe. Our advanced analytics analyses video streams in real time, powering surveillance and safety applications worldwide. We are now looking for a hands-on, senior computer vision Data & Evaluation Engineer to join our Analytics team in Lund, Sweden. Is that you?
Your future team
One of Axis 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 in this.
What You'll Do
This opportunity is all about understanding the functionality and accuracy of our analytics use case solutions. To ensure our solutions perform at their best you will be responsible for evaluating AI model and use case accuracy performance on real-world scenario data set coverage and key metrics. You will craft, curate and maintain the 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.
This isn't a role where you hand down specs and walk away. This is about being in the engine room - building the data sets from the ground up, ensuring they are relevant, structured, accurate, and reflective of the real world in all its complexity. Think edge cases, shifting light, moving shadows... Advocate for dataset completeness and scenario coverage, ensuring AI models, algorithms and use cases are tested against real-world edge cases and safety-critical events. 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. You won't be training AI models from scratch but will work closely with machine learning engineers and algorithm developers to translate evaluation insights into validated and improved use case performance. As such you will contribute to data-driven AI model, algorithm and use case debugging, identifying whether errors stem from data gaps or algorithm limitations.
Who are you?
You believe that great analytics solutions depend on appropriate data validation and evaluation - and that the details matter. You bring deep experience as data scientist or similar, designing and working with video analytics datasets, preferably in safety-critical or surveillance contexts. You are skilled in accuracy performance evaluation of analytics use cases and have practical knowledge of evaluation metrics and best practices for AI model, algorithm and use case testing and validation.
You are detail-oriented and hands-on, driven to translate evaluation data into actionable insights. You are comfortable diving into annotations both in terms of crafting guidelines and working with tools e.g. CVAT or developing internally crafted tools if that better suits the needs at hand. You are software savvy and can pick up a language like Python or dashboard tool without issue. You thrive in collaborative environments and know the power of bridging data, evaluation, and algorithm development.
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 data and evaluation engineer but also a mentor and coach who can inspire and grow our team.
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?
If you're ready to apply your skills in video data and evaluation of analytics solutions systems and work with a diverse, innovative team, we want to hear from you.
Apply today or get in touch with me, , for an informal conversation. Let's build a safer, smarter world - together.
Ersättning Not Specified
Så ansöker du Sista dag att ansöka är 2025-09-02
Klicka på denna länk för att göra din ansökan Arbetsgivarens referens Arbetsgivarens referens för detta jobb är "R-122286".
Omfattning Detta är ett heltidsjobb.
Arbetsgivare Axis Communications AB (org.nr 556253-6143)
Arbetsplats Axis Communications
Jobbnummer 9445858