Futurail Tech Stack

Autonomy stack for self-driving trains

Software Development Munich, Bavaria 11–50 employees Founded 2023 Privately Held

Futurail builds a full autonomy platform for autonomous rail vehicles, using C++, Rust, Python, and ROS 2 alongside a data infrastructure layer (Kubernetes, AWS, MinIO, GCS). The project portfolio reveals a company working on foundational autonomous-vehicle problems—localization, mapping, obstacle detection, collision avoidance—while simultaneously building the safety and certification infrastructure required for rail-certified systems. Early-stage hiring skews senior (3 leads, 3 seniors across 6 roles) and engineering-heavy, typical of autonomy startups scaling safety-critical software.

Tech Stack 18 technologies

Core StackC++ Python Rust Docker Kubernetes AWS Ansible Puppet Linux Bazel Salt Unix SQL MinIO GCS ROS 2 LiDAR deep learning

What Futurail Is Building

◆Challenges

Scalable secure resilient infrastructure
High-performance infrastructure
Safety-critical software platform
Handling large sensor data
Scalable data pipelines
Searchable metadata models
Lack of rail-certified goa4 systems
Developing safety case for autonomous train technology
Improving build performance
Optimizing ci/cd pipelines

▲Active Projects

Developing safety case for autonomous train technology
Core build system optimization
Ci/cd pipeline architecture
Cloud infrastructure evolution
Data backbone for autonomous train development
Scalable data pipelines for sensor data
Searchable metadata models
Implementing sil software processes
Design and implement software components for autonomous train control, including localization, mapping, obstacle detection, and collision avoidance
Build robust data processing pipelines for handling sensor data from autonomous trains, including algorithms and workflows for data ingestion, preprocessing, feature extraction, and storage to support downstream analytics and machine learning tasks

Hiring Activity

Accelerating6 roles · 3 in 30d

Department

Engineering

Data

Ops

Seniority

Lead

Senior

Company intelligence

Find more companies like Futurail by tech stack, pain points and active projects

Get started free

About Futurail

Futurail develops an autonomy software stack purpose-built for self-driving trains. The company operates from Munich and Strasbourg, founded in 2023 by engineers with backgrounds in autonomous driving and rail systems. The product integrates perception (LiDAR, deep learning), planning, localization and mapping, and collision-avoidance logic into a unified platform. Core technical work spans autonomous train control systems, safety certification (SIL processes, safety cases), cloud infrastructure for training data pipelines, and CI/CD optimization. The company is actively hiring across engineering, data, and operations roles in Germany.

HeadquartersMunich, Bavaria

Company Size11–50 employees

Founded2023

Hiring MarketsGermany

Frequently Asked Questions

What tech stack does Futurail use?

Futurail uses C++, Rust, Python, and ROS 2 for core autonomy logic; Kubernetes and AWS for cloud infrastructure; Docker, Bazel, and Ansible for deployment and configuration; and MinIO and GCS for data storage.

What is Futurail working on?

Futurail is developing safety-certified autonomous train control systems, including localization, mapping, obstacle detection, and collision avoidance. Key projects include developing safety cases for certification, building scalable sensor data pipelines, and optimizing CI/CD and build system performance.