Design and build backend systems in Python with a focus on system architecture and reliability. You’ll shape solutions end-to-end, from data flows to integration with distributed components (e.g. messaging). Expect ownership, mentoring juniors, and space to influence technical direction. Great role for someone who enjoys system design and growing into a lead architect.
In collaboration with client bioinformatics and data science teams, we are building a platform to manage data flows from hundreds of connected laboratory instruments. The main objective is to industrialise the current MVP into a production-grade system. The solution provides a single source of truth for scientific data, supports data lineage and versioning (“time travel”), ensures reliable cold storage, and enables near real-time streaming and processing for analysis.
Tech stack:
Python (3.10+) with FastAPI and async stack
Kafka / AWS Kinesis for eventing
Postgres for metadata and operational state
AWS (MSK, S3, Lambda, IAM) as cloud backbone
Next.js + Tauri frontend for instrument interaction
GitHub, CI/CD pipelines, Infrastructure as Code (Terraform, AWS CDK)
Challenges:
The current MVP, built rapidly to prove feasibility, requires transformation into a reliable and extensible production platform. The main challenge is dealing with the heterogeneity of hundreds of lab instruments, mostly Windows-based, and ensuring consistent data capture and lineage. Another challenge is balancing scientific requirements with sound software engineering practices, while ensuring the architecture remains future-proof.
Team:
The team consists of 10 engineers distributed across Poland and Brazil, supported by domain experts in bioinformatics. The client’s team is primarily bioinformatics specialists with strong domain expertise but limited experience in system design. Our role is to provide architectural leadership, backend expertise, and hands-on mentoring to enable them to build a sustainable platform.
VirtusLab is a leading European software consulting and engineering company, home to over 350 EU-based professionals. Our mission is to craft clean code and practical solutions with precision and purpose. We foster a dynamic culture rooted in strong engineering, a sense of ownership, and transparency, empowering our team. As part of the expanding VirtusLab Group, we offer a compelling environment for those seeking to make a substantial impact in the software industry within a forward-thinking organization.