Senior Machine Learning Engineer

Quantum-Systems GmbH
Berlin, Germany
2 days ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English
Experience level
Senior

Job location

Berlin, Germany

Tech stack

Geographic Information Systems
Artificial Intelligence
Amazon Web Services (AWS)
Computer Vision
Azure
Big Data
C++
Program Optimization
Data Auditing
Hardware Design
Python
Machine Learning
Azure
Sensor Fusion
Rust
High Performance Computing
Delivery Pipeline
Deep Learning
Model Validation
Containerization
Kubernetes
Information Technology
Machine Learning Operations
Lidar
Docker
Programming Languages

Job description

As an ML Engineer (m/f/d), you will be a key contributor within our development team. Your responsibilities include preparing and selecting data, training and validating models, as well as deploying them on real embedded UAVs, UGVs, and USVs to enhance their capabilities.

You will work within a world-class team to help push the boundaries of autonomous drone technology.

In this role, you collaborate closely with stakeholders from hardware development, testing, production, and customer operations, driving continuous improvements in the autonomy of our UxV platforms.

By advancing intelligent autonomy, you will actively support Quantum Systems' mission to set the benchmark for next-generation UxV solutions., * We believe in the power of combined efforts: straightforward tech expertise paired with a customer-centric focus.

  • We are industry pioneers who are ambitious, bold, and visionary.
  • We push limits, think outside-the-box and strive for technological excellence to shape the future of aerial data.
  • We promise to be your runway for individual and professional growth.

Requirements

  • Proven track record designing and training deep learning models for production use
  • Experience with model optimization for resource-constrained environments (quantization, pruning, distillation)
  • Deep expertise in computer vision architectures or VLAs Architecture

ML Platform Engineer (MLOps)

  • Experience building and maintaining ML training and inference pipelines
  • Hands-on experience with cloud platforms (AWS, GCP, or Azure) and containerization (Docker, Kubernetes)
  • Experience with GPU cluster management and high-performance computing environments

Data Engineer (Geospatial Data & Sensor Fusion)

  • Experience managing large-scale datasets, including geospatial, image, or sensor data
  • Familiarity with drone-generated data types (imagery, LiDAR, telemetry, flight logs)
  • Experience with data quality assurance, annotation workflows, and labelling platforms
  • Experience with generation of syntetic data and simulation, * You hold a degree in Computer Science, Artificial Intelligence or a related engineering discipline.
  • You bring proficiency in at least one programming language (Python, Rust, C++)
  • You are passionate about solving complex technical challenges and enjoy improving real, hands-on UxV products trough your work.
  • Due to your open, communicative, friendly and competent attitude, it is easy for you to be considered as an internal expert.
  • You are highly self-motivated and drive your area of responsibility independently.
  • Communication in English is a matter of course for you.

Benefits & conditions

  • Company pension scheme: We support you so that you can already make provisions for later.
  • Flexible working hours: With trust-based working hours, you are not only responsible for your working hours, but also for your work-life balance.
  • Mobile working: If it gets too turbulent for you in our office, you can get the necessary balance through mobile working.
  • Bike-Leasing: We support you in staying environmentally mobile and healthy.
  • Corporate Benefits: Your opportunity for attractive offers and discounts from well-known suppliers and brands, e.g. Adidas, Apple, Expedia.
  • Employee events: We not only want to grow together, but also celebrate our successes together.
  • Lunch-Card: Be powerful with delicious energy, daily lunch budget is sponsored.
  • Company Shuttle: Enjoy our convenient shuttle service that picks you up from Pasing in Munich and brings you to our location, with return trips at the end of the workday.

About the company

Quantum Systems specialises in the development, design, and production of small Unmanned Aerial Systems (sUAS). The company's range of electric vertical take-off and landing (eVTOL) sUAS are built to maximize range and versatility and to provide operators with a seamless user experience. By integrating cutting-edge software capabilities, like edge computing and real-time AI-powered data processing, Quantum Systems is building next-generation UAS for clients in defence, security, public sectors.

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