Job
- Level
- Senior
- Job Field
- Software, Data
- Employment Type
- Full Time
- Contract Type
- Permanent employment
- Location
- Munich
- Working Model
- Onsite
Job Summary
In this role, you design large-scale data pipelines for multimodal sensors, automate dataset curation and scenario mining, enhance data processing infrastructure, and maintain tools for quality assurance.
Job Technologies
Your role in the team
- As an Expert Perception Data Engineer, you scale the data workflows that power the next generation of off-road autonomy systems. You own the full data lifecycle from ingestion and curation to automated scenario mining, dataset generation, embeddings-based retrieval, and validation workflows.
- In this hands-on engineering role, your designs and implementations have a critical impact on enabling the robust and safe performance of our software in challenging off-road conditions.
- Your main tasks are:
- Designing and scaling large-scale perception data pipelines for terabytes of incoming multimodal sensor data.
- Developing automated dataset curation and scenario mining systems for edge cases and safety-critical situations.
- Building embeddings-based retrieval and semantic search pipelines for perception data selection and analysis.
- Maintain tooling for dataset versioning, metadata management, annotation orchestration, and quality assurance to meet certification requirements.
- Improving infrastructure for high-throughput data processing, cloud-native workflows, and distributed compute pipelines.
- Driving automation around data operations, labeling processes, and deployment feedback loops from field operations.
This text has been machine translated. Show original
Our expectations of you
Education
- Degree in computer science, robotics, engineering or a related field (Bachelor, Master, or PhD).
Qualifications
- Strong software engineering skills in Python and/or C++.
- Vertrautheit mit Dataset-Management-Tools, Embeddings, Vektor-Datenbanken, semantischer Abfrage und Ähnlichkeitssuchsystemen.
- Strong ownership mindset and the ability to work independently in a fast-moving engineering environment.
- Strong communication skills and the ability to explain complex technical topics clearly across engineering and customer-facing teams.
Experience
- 6+ years of professional experience building large-scale data processing systems for machine learning or robotics applications.
- Experience working with multimodal sensor data such as camera, lidar, and radar.
This text has been machine translated. Show original
What we offer
- Ownership of your work - Take responsibility for the full value chain.
- Competitive Compensation & Benefits.
- Participate in driveblocks' success via a Virtual Stock Option Plan.
- Flexible working hours.
This text has been machine translated. Show original
Topics that you deal with on the job
Job Locations
This is your employer
driveblocks
driveblocks GmbH, an innovative software company based in Munich, specializes in the development of autonomous driving solutions for heavy commercial vehicles. The company offers a modular platform that provides robust environmental sensing and AI-based perception systems for use in challenging environments. Its focus is on automation in agriculture, construction, and the defense sector.
Description
- Company Type
- Startup
- Working Model
- Onsite
- Industry
- Vehicle Manufacturing, Supplier
Expert Perception Data Engineer
- Location
- Munich
- Working Model
- Onsite
- Diversity
- Open for all genders
- English Only
- English only required
