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Pragmatike Tech Stack

ML infrastructure and backend services for remote-first tech teams

IT Services and IT Consulting Paris 11–50 employees Founded 2022 Partnership

Pragmatike is a Paris-based services firm completing ML and backend infrastructure projects for startups and scaleups. The stack reveals deep GPU/CUDA specialization (PyTorch, vLLM, Llama-factory, Megatron-LM, NCCL, NVLink) alongside cloud infrastructure (GCP, AWS, Azure, Kubernetes). They're actively migrating backend services from Node.js and Rails to Go while adopting CUDA and GPU-optimized frameworks — a pattern indicating focus on performance-critical, computationally intensive workloads rather than traditional web services.

Tech Stack 117 technologies

Core StackPython Go Java AWS Kubernetes Docker Terraform CloudFormation Node.js TypeScript PyTorch Helm React Redux JavaScript Ruby on Rails Selenium GCP IAM Security Command Center Bash libp2p Azure Transformers vLLM Llama-factory Megatron-LM CUDA ESLint Prettier+87 more

AdoptingGo Redux CUDA NCCL NVLink Zustand React Query NetSuite Planning+6 more

ReplacingNode.js Ruby on Rails GraphQL REST

What Pragmatike Is Building

◆Challenges

Scaling ml infrastructure
Optimizing cost and performance
Gpu performance optimization
Real-time updates
Scaling to meet enterprise demand
Migrating backend services from node.js to go
Gpu performance bottlenecks
Scaling distributed backend services
Supporting thousands of agents across venues
Optimizing cost across multicloud providers

▲Active Projects

Building secure key management systems
Design production ml systems end-to-end
Model deployment infrastructure
Kubernetes clusters across multiple clouds
Peer-to-peer communication systems
Establish rigorous evaluation methodology
Deployment pipelines and observability tooling
Custom cuda kernel development
Cloud networking design
Backend services and apis

Hiring Activity

Accelerating750 roles · 470 in 30d

Department

Engineering

610

Finance

43

Design

30

Data

22

Security

7

HR

5

Seniority

Senior

293

Manager

95

Principal

83

Staff

72

Mid

68

Lead

51

Director

29

Junior

16

Notable leadership hires: Tech Lead, Machine Learning Director, Head of Machine Learning

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About Pragmatike

Pragmatike builds infrastructure and machine-learning systems for remote-first companies, focusing on deployment pipelines, GPU optimization, and multi-cloud orchestration. The business model centers on completing discrete technical projects — model serving infrastructure, Kubernetes clusters, peer-to-peer communication systems, and backend service migrations. The hiring velocity is accelerating with 468 roles posted in the last 30 days, heavily concentrated in engineering (610 open positions across seniority levels). They operate across 24+ countries including Canada, Brazil, Eastern Europe, and the US, supporting a distributed workforce model aligned with their customer base.

HeadquartersParis

Company Size11–50 employees

Founded2022

Hiring MarketsCanada, Brazil, Colombia, Montenegro, Italy, Lithuania, Estonia, Ukraine

Frequently Asked Questions

What does Pragmatike specialize in?

ML infrastructure, GPU optimization, backend services, and Kubernetes deployments. Active projects include building key management systems, designing production ML systems end-to-end, custom CUDA kernel development, and multi-cloud cluster orchestration.

Where does Pragmatike hire?

Across 24+ countries including Canada, Brazil, Colombia, US, France, and much of Eastern Europe (Poland, Ukraine, Romania, Estonia, Lithuania, Latvia, Czechia, Hungary). Remote-first hiring model.