About the Company

At Avaron, you get the security of permanent employment combined with the variety of working at different customers. We place specialists across everything from tech, IT and industry to project management and business support – and whatever the assignment, you have a consultant manager who is there for you and your development.

About the Role

You will help turn a proven AI-based threat detection capability into a scalable, production-ready platform in a cyber defense environment. The core product already uses AI to identify threats, and the next step is to bridge the gap between research code and production engineering. This means professionalizing the codebase, strengthening performance, and building an API-first architecture that integrates smoothly with a wider Cyber Defense ecosystem.

In this role, you will work close to AI/ML workflows without needing to be a Data Scientist. The focus is on robust software engineering: clean code, reliable pipelines, efficient hardware usage, and systems that can handle high-velocity security data at scale. It is a great opportunity if you enjoy solving hard engineering problems and want your work to have direct impact on threat detection.

Job Description

• You will refactor and enhance existing Python-based AI/ML modules into production-grade software with strong focus on maintainability and performance.
• You will design and implement data ingestion strategies that connect legacy self-hosted clusters with modern cloud-native streaming services.
• You will drive an API-first design approach so the solution can integrate cleanly with surrounding security platforms and services.
• You will build and optimize big data pipelines for preprocessing and feature selection to support high-volume threat detection workflows.
• You will tune performance for hardware-specific environments, including GPUs, to support low-latency execution.
• You will establish engineering rigor through unit, integration, and regression testing as well as CI/CD practices.
• You will contribute to architecture decisions that move the platform from a functional prototype into a reliable production system.

Requirements

• Extensive experience with Python, including work with AI/ML modules such as sklearn and PyTorch.
• Strong software engineering background with focus on clean code, testing methodologies, and maintainable software architecture.
• Experience building and maintaining data ingestion and preprocessing workflows.
• Experience working with API-first design and systems integration.
• Hands-on experience with Qdrant, Kafka, Redis, and Torch.
• Basic knowledge of containerization and orchestration with Docker, Kubernetes, and Helm.
• Basic understanding of AI/ML hardware interactions, including GPUs and CUDA programming.
• Interest in supporting Data Science through strong engineering practices and willingness to learn the specific AI models used in the project.

Nice to have

• Competence in Rust, C++, or Go for performance-critical components.
• Experience with GCP or AWS.
• Familiarity with threat hunting or SOC operations.
• Deeper theoretical knowledge of AI.

What We Offer

• Permanent employment at Avaron AB
• Occupational pension
• Wellness allowance of SEK 5,000 per year

Application

Selections are made on an ongoing basis – apply as soon as you can.