Zaposlitveni oglasi » Senior Backend Developer (Computer Vision)
Senior Backend Developer (Computer Vision) -- brisan oglas
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Opis delovnega mesta
At Sportradar, we are building a world class, cloud-native, low latency computer vision inference pipeline to bring computer vision workloads to production as one of the core technologies powering Sportradar's sports data collection.
We are looking for an experienced back-end engineer with dev-ops experience to join our computer vision and AI team, which is developing innovative computer vision systems as well as Sportradar's data lake and data analytics platform.
Sportradar is a global leader in understanding and leveraging the power of sports data for hundreds of business customers around the world, in turn entertaining millions of sports enthusiasts.
THE CHALLENGE:
- Research, design, implementation, deployment and management of systems for real-time, low latency computer vision processing hosted in AWS.
- Optimisation of computer vision models to reduce latency and inference costs in production applications.
- Actively participate and contribute to computer vision model development projects.
- Present technical architectures, ideas and solutions to fellow engineers in a clear and understandable way, contribute to the evolution of our technology stack.
- Support Sportradar’s future computer vision and machine learning initiatives working with a growing team of talented data scientists and data engineers already dedicated to this mission.
Od kandidatov zahtevamo
- Advanced knowledge of programming in Python with a minimum of 3 years hands-on experience.
- Experience with Java programming.
- DevOps experience (hands-on experience with the design, set-up and administration of build and deployment pipelines and infrastructure)
- Hands-on experience with containers and container orchestration frameworks (Docker, Kubernetes).
- Understanding of machine learning / deep learning concepts and some hands on experience with machine learning or computer vision using deep learning frameworks (e.g., Keras, PyTorch, Tensorflow, MXNet).
- Must be comfortable with modern software development methodologies such as agile development, git, CI/CD, code review, etc..
- Experience with cloud services such as AWS/Azure.
- Bonus: Demonstrated experience with productization of CV/ML models.
- Bonus: C++ and GPU programming experience.
- Bonus: Experience with Apache NiFi or Kafka.
- Bonus: Experience with development in Golang.
- Bachelor of Science in Computer Science / Engineering, Mathematics / Statistics, or related field; equivalent experience acceptable.
- Fluent in English (written and spoken).
- Autonomous, rigorous, creative and a team player
Kandidatom ponujamo
We are passionate about what we do, and we care passionately about our people. As a company we are committed to supporting our people in their professional and personal life, therefore we strive to continuously improve ourselves and what we offer.
We offer our employees autonomy and the opportunity to co-create our company by supporting them with:
- Full-time employment for an indefinite period of time with an attractive salary package.
- International environment: work with world-class engineers a founder-led company that invites employees to pave their own path and make a personal impact in driving the company forward.
- Flexible worktime and work-life balance. We focus on results rather than schedules.
- Hybrid working mode: you can choose when I'll work from home and when you'll come to the office.
- Top-notch equipment of your choice.
- Global Life Insurance plan.
- Pension plan.
- A chance for an international career - Global Mobility Program for Talents.
- Availability to attend conferences/training home or abroad.
- Possibility of rapid promotion and learning.
- Free parking for all employees and students.
- Company restaurant that will satisfy every gourmet.
- Modern, breathing, cozy, and fun office with good transport links.
- Sponsored sports activities and training.
- Team building events, parties, and other fun activities several times per year.
- Family-friendly company with events for children.
- Summer programming school for employee's children.
- Game room and music room for bands to practice.
- Pet-friendly company.
Klasifikacija delovnega mesta
- Lokacija:
- Slovenija
- Plačilo:
- 2.500 - 6.000 gross with bonus 5% - 10% (depends on experience) EUR / mesec
- Delovni čas:
- redna zaposlitev
Zahtevana znanja
- Python
- predhodno znanje ni potrebno
- AWS or similar
- predhodno znanje ni potrebno
- Docker
- predhodno znanje ni potrebno
- Kubernetes
- predhodno znanje ni potrebno
- Deep Learning Frameworks
- predhodno znanje ni potrebno