Senior Computer Vision Engineer Berlin (fmx)
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Job Location:
Monthly Salary:
Posted on:
30+ days ago
Vacancies:
1 Vacancy
Job Summary
What Youll Do
Maintain optimize and ensure the reliability of our complex multi-stage computer vision pipeline which includes models for semantic segmentation object detection image classification and optical flow estimation.
Set the technical vision and roadmap for specific parts of the CV pipeline making key architectural and algorithmic decisions to drive performance and accuracy.
Lead the adaptation of existing models and the development of new components for upcoming projects translating business needs into technical solutions.
Oversee the entire data lifecycle for your models from defining clear annotation guidelines to managing data quality and iterating on the feedback loop with our in-house annotation team.
Write clean maintainable and robust production-level Python code adhering to strong software engineering best practices.
Manage model training experimentation and evaluation on our on-premise Linux server infrastructure.
Qualifications :
Masters degree or PhD in Computer Science or a related field.
5 years of professional experience building and deploying computer vision models in a production environment.
Deep hands-on expertise with PyTorch.
Proven experience across a range of computer vision tasks (e.g. object detection semantic segmentation image classification).
Exceptional software engineering fundamentals with a focus on writing clean testable and efficient Python code.
High proficiency in a Linux environment is mandatory. You should be comfortable and efficient using shell scripting SSH and command-line interfaces for daily work.
Demonstrated experience working with data annotation pipelines defining guidelines and ensuring data quality.
Excellent problem-solving skills and the ability to work independently and take ownership of projects.
Willingness to embrace new ideas and feedback work collaboratively with others and continuously seek improvement.
Nice-to-Haves
Experience working with large-scale datasets (TBs) and building efficient data processing pipelines.
Experience with model optimization techniques (e.g. quantization pruning TensorRT/ONNX conversion).
Experience mentoring junior engineers or providing technical leadership.
Our Tech Stack
Primary Framework: PyTorch
Infrastructure: In-house Linux servers CLI SSH
Annotation: In-house custom tooling
Additional Information :
Contact
Igor Popov
At AUTO1 Group we live an open culture believe in direct communication and value diversity. We welcome every applicant; regardless of gender ethnic origin religion age sexual identity disability or any other non-merit factor.
Remote Work :
No
Employment Type :
Full-time
Key Skills
- Computer Science
- AS400
- Transportation Management Systems
- Computer Operation
- Windows
- Host/Hostess Experience
- OS Kernels
- Software Troubleshooting
- Database Administration
- Supplier Management
- Operating Systems
- Remedy
About Company
AUTO1.com is Europes largest wholesale platform for used cars. More than 60,000 partner dealers in over 30 countries actively digitize their used car business with AUTO1.com technologies and services. Buyers have access to a cross-brand inventory of over 30,000 inspected used cars. S ... View more
