Polish software services firm scaling ML ops and mobile delivery
IT Factory is a 51–200 person services firm based in Warsaw building and staffing software projects across Java/Kotlin, Kubernetes, and modern mobile stacks. The hiring velocity is accelerating (42 roles in the last 30 days), with engineering-dominant hiring weighted toward mid-level practitioners—a pattern consistent with their active work on MLOps pipelines, mobile deployment, and microservices architectures. Their tech-adoption stack (Terraform, ArgoCD, MLflow, GitHub Actions) signals a move from self-managed CI/CD toward infrastructure-as-code and ML-focused automation; concurrent pain points around CI/CD standardization and cloud-cost optimization suggest they're consolidating tooling across a growing client base.
IT Factory provides software development, staff augmentation, and IT outsourcing services to mid-market and enterprise clients across Poland. The firm specializes in full-cycle delivery: architecture design, mobile application development, backend services built on Spring Boot and Kubernetes, and emerging MLOps and AI/ML model deployment. Current project focus spans mobile app implementation, microservices in distributed architectures, and AI model design and operationalization. The team operates on a services-and-staffing model, with capacity to assign dedicated engineers, design specialists, and data practitioners to client engagements.
Core backend: Java, Kotlin, Spring Boot, Spring Cloud. Infrastructure: Docker, Kubernetes, Helm, Terraform. Observability: Prometheus, Grafana, Kibana, Loki. Frontend: Angular, TypeScript, JavaScript. CI/CD: Jenkins, GitHub Actions. Actively adopting ArgoCD and MLflow.
Mobile app deployment and feature design, MLOps pipeline development, AI/ML model design and deployment, microservices architecture, AWS optimization, and modern claims settlement process design.
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