Full-Stack AI Developer – Agentic Systems (m/f/d)
Autonomous Teaming Solutions ATS GmbH · BE, DE
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About the Role
Join our Berlin team to develop and operate a situational awareness platform while building secure AI agent workflows for corporate IT. This is a hands-on role for an engineer who enjoys building across the stack, solving production issues, and taking ownership of security and reliability.
Responsibilities
- Build new capabilities for a situational awareness interface.
- Improve platform reliability, access control, and deployment practices.
- Investigate production issues, fix their root causes, and improve monitoring and traceability.
- Maintain the security baseline through patching, secrets management, and least-privilege access.
- Turn business processes into functional prototypes and production-ready agent workflows.
- Design workflows that keep data from different business domains appropriately separated.
- Build in human approval before an agent takes an action that changes data or triggers a process.
- Make agent actions and transactions traceable and auditable.
- Integrate different AI providers and models, including on-premise options, and select the right model for each task.
- Experiment with models and agent coordination within clear security requirements.
Requirements
- At least three years of relevant software engineering experience.
- Strong hands-on coding skills in Rust, TypeScript, and Python, with experience building APIs, data pipelines, and integrations.
- Experience shipping and operating production software, including deployment, troubleshooting, and reliability improvements.
- The ability to understand a business process quickly and turn it into a functional prototype.
- A practical security mindset, including threat modelling, isolation boundaries, and audit trails.
- Working knowledge of identity and access management and data protection basics, including GDPR.
- Fluent English, eligibility for security clearance, and nationality of a NATO member country or close ally.
Skills
- Rust
- TypeScript
- Python
- API development
- Data pipelines
- Integrations
- Deployment
- Troubleshooting
- Reliability improvements
- Threat modelling
- Isolation boundaries
- Audit trails
- Identity and access management
- Data protection
- GDPR
- RAG pipelines
- Multi-agent orchestration
- EU-region inference
- Sovereign cloud environments
- On-premise model hosting
- AI model routing
- Zero Trust architecture
- Frontend development
- Monitoring dashboards
Location
- Berlin
Work Type
- Full-time
- Onsite
Experience Level
- Mid-level
Benefits
- Steep learning curve
- Continuous development
- Team events
- Strong, collaborative culture
About the Company
- The world is changing. Exponential technologies are enabling new types of security threats. ATS is committed to staying ahead by building nimble, scalable, and cost-effective defences. We are looking for passionate team members who are eager to create exceptional products, safeguard our freedom, and strengthen the resilience of democracies.
- Autonomous Teaming is a defence-tech start-up specializing in machine vision solutions. Driven by cutting-edge innovation, our team works on next-generation technologies designed to meet rapidly evolving security challenges.
- We develop systems that enable computers and sensors to operate as coordinated teams, collaborating in real time to counter AI-powered asymmetric threats at scale — including drone swarms and other UXVs. Our mission is to build resilient, intelligent defence capabilities that perform reliably in the most demanding environments.
- We value close, in-person collaboration as the foundation for building complex, high-impact technology, while maintaining flexibility aligned to role and team needs. Our culture is built on ownership, responsibility, and trust — with a shared commitment to growing and building together.
- Based in Munich, Berlin, and Toulouse, we are expanding rapidly across Europe with plans to open additional office hubs.