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Birds on Mars Tech Stack

AI strategy and implementation for enterprise data transformation

IT Services and IT Consulting Berlin, Deutschland 11–50 employees Public Company

Birds on Mars is a Berlin-based AI consulting and engineering firm focused on translating data strategy into production systems. The stack—Python, FastAPI, Pydantic, Docker across AWS, Azure, GCP—reflects a cloud-agnostic, engineering-forward approach. All five active hires are senior-level roles distributed across engineering, data, and consulting, suggesting the firm scales delivery capacity rather than entry-level hiring; pain points cluster around enterprise AI readiness and integration, indicating clients struggle with the gap between strategy and operational deployment.

Tech Stack 10 technologies

Core StackPython FastAPI Docker AWS Pydantic Azure GCP SQL

What Birds on Mars Is Building

◆Challenges

Achieving ai readiness
Integrating ai into enterprise applications
Making ai solutions enterprise-ready
Enabling ai-readiness for companies
Data strategy gaps
Rail data strategy

▲Active Projects

Data & ai strategy project
Ai integration into enterprise applications
Responsible ai initiatives
Rail infrastructure strategy project
Ai product management

Hiring Activity

Accelerating5 roles · 2 in 30d

Department

Engineering

2

Consulting

1

Data

1

Product

1

Seniority

Senior

5

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About Birds on Mars

Birds on Mars advises mid-market and enterprise clients on data and AI strategy, then implements custom solutions end-to-end. The firm operates across four service lines: strategy development (identifying AI applications and data architecture), solution engineering (model training, MLOps, production deployment), capability building (training teams to operate AI responsibly), and ongoing system maintenance. Based in Berlin and hiring exclusively in Germany, the company employs 11–50 people and has been active since at least 2017.

HeadquartersBerlin, Deutschland

Company Size11–50 employees

Hiring MarketsGermany

Frequently Asked Questions

What tech stack does Birds on Mars use?

Python, FastAPI, Pydantic, Docker, and multi-cloud infrastructure (AWS, Azure, GCP). Stack emphasizes language-agnostic, containerized deployment and cloud flexibility.

Is Birds on Mars hiring engineers?

Yes. Two engineering roles are actively open, with five total senior-level positions posted across engineering, data, consulting, and product. All hiring is in Germany.

What are Birds on Mars' main service areas?

AI strategy and roadmapping, enterprise AI solution implementation, team training on responsible AI, and ML engineering (data architecture, model training, MLOps, production support).