Senior Deep Learning Engineer at Univrses

Do you want to create technology for the next generation of industry and society? Univrses is now looking for an experienced Senior Deep Learning Engineer to join the team in Stockholm!

Your role

As our new Senior Deep Learning Engineer, you will be part of a research team that designs, implements, optimizes and deploys Deep Learning models that will improve Univrses’ perception technologies for autonomous driving. This role includes a variety of tasks, including:

• Reading Deep Learning code/papers and implementing Deep Learning models and algorithms
• Adapting the models to Univrses’ setting and driving up internal metrics
• Collaborating with other scientists and expert engineers to improve feature performance
• Training Machine Learning and Deep Learning models to perform visual recognition tasks (i.e. segmentation and detection)
• Developing high-end algorithms in one or several of Univrses’ projects
• Optimizing deep neural networks and the associated code to run efficiently on embedded devices

Who you are

• You have published in top tier conferences and journals in computer vision (e.g. CVPR, ECCV, ICCV..)
• You have a PhD in Computer Vision or Machine Learning
• You have strong software engineering skills and you are comfortable with Python, debugging/profiling and version control
• You are comfortable with training and evaluating neural networks in a cluster-based environments and you understand concepts such as CPU/GPU interactions, multi-GPU training, throughput bottlenecks and multithreading
• You have a strong understanding of the underlying fundamentals of Deep Learning (layer details, backpropagation, pros/cons of different network architectures, etc.)
• You have a good ability to read and implement related academic literature and you have experience in applying state of the art Deep Learning models to Computer Vision problems
• You have experience in working with TensorFlow or another major Deep Learning framework
• You have experience with data science tools such as Python scripting, numpy, pandas, matplotlib, jupyter notebooks and docker

Bonus Points

• You are comfortable writing C++ code
• You have a good understanding of GPU architecture
• You have experience with annotation pipelines, data mining or active learning

Who we are

Univrses is a 3D Computer Vision and Machine Learning company, creating high-end technologies for autonomous systems. We work in several different areas, but our main focus is on self-driving vehicles, mobile robotics and smart city development. The Company is based in Stockholm, Sweden, but we work with clients all over the world. Our multicultural team now consists of more than 30 hard-working and friendly people from many different countries, all working in our bright and spacious facilities by Medborgarplatsen in the heart of Södermalm, Stockholm. We are expanding due to the increasing demand for high quality technologies in 3D perception and mapping.

What we offer

• Competitive salary
• Generous employee benefits, such as:
• Flexible work hours
• Share option program
• Pension plan
• Open and friendly work environment
• The best co-workers in the world
• Yearly visit to a global conference
• Lunch & Learn on Thursdays
• Ping-pong table (!)

Next step

Interested in joining Univrses as our new Senior Deep Learning Engineer? Send an email with your application to [email protected]!

Required application material

• CV
• Cover letter

All application materials must be in English.