ITRex Group

AI Inference Engineer QVAC

ITRex Group  •  Warsaw, PL (Remote)  •  5 hours ago
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Job Description

About ITRex

THE PLACE

ITRex - AI pioneers who build systems that actually work in the real world, not just in demos. We're 250+ people spread across the US and Europe, creating solutions for companies like Procter & Gamble and Shutterstock. We keep it simple, build it right, and focus on what works.

THE PEOPLE

We're the kind of people who don't ignore messages in Slack, who jump in to help when you're stuck on a problem, and who offer solutions instead of blame when things go sideways. We believe in openness, accountability, and having each other's backs. No office politics, no hidden agendas - just people who care about doing good work together and supporting each other to get there.

THE ROLE

You'll work on the C++ layer that powers local AI, porting and enhancing inference engines like llama.cpp or similar, to run efficiently on edge devices. Your focus is on the runtime: making models load faster, run leaner, and perform well across different hardware. You'll ensure that the inference layer is stable, optimized, and ready for integration with the rest of the stack.

This role is for engineers who want to work close to the metal, enabling private and fast on-device AI without relying on cloud infrastructure.

Responsibilities

  • Work on deploying machine learning models to edge devices using the frameworks: llama.cpp, ggml
  • Collaborate closely with researchers to assist in coding, training and transitioning models from research to production environments
  • Integrate AI features into existing products, enriching them with the latest advancements in machine learning

Requirements

  • Excellent programming skills in C++, experience in Javascript is a bonus
  • Strong experience with Llama.cpp and ggml inference engines, which facilitates the deployment of models to specific GPU architectures
  • Good understanding of deep learning concepts and model architectures
  • Experience with transformers, LLMs, Diffusion models
  • Demonstrated ability to rapidly assimilate new technologies and techniques
  • A degree in Computer Science, AI, Machine Learning, or a related field, complemented by a solid track record in AI R&D

Benefits

Why people stay

First, the foundation:

  • Remote flexibility Work where and how you work best - we trust you to deliver
  • Fair compensation Competitive salary + benefits that matter (medical, learning)

Then, the growth:

  • Ownership opportunities: See a problem worth solving? Own it. We back smart risks over bureaucratic safety
  • AI enhancement We leverage AI to make you faster and stronger - complementing your abilities, not replacing them
  • Learning investment English classes, professional development
  • Career progression Real paths up, not just sideways shuffling


Finally, the people:

  • Responsive teammates No ignored Slacks, no "not my problem" attitudes
  • Supportive culture When you're stuck, people help. When things break, we fix them together
  • Human connections Regular meetups, tech talks, and actual relationships beyond work


Curious? We are too. Let's talk

ITRex Group

About ITRex Group

ITRex is an AI consulting and implementation company that builds systems meant to work in the real world, at scale, and under pressure.

Generative AI is a core focus, but our expertise spans the full AI and data stack — from classical machine learning and computer vision to autonomous agents and data infrastructure. Our solutions aren’t just prototypes. They're built to integrate, scale, and deliver. Leaders come to us to explore what’s possible — and then make it real.

Gen AI Solution Development & Deployment

– LLM integration and deployment (GPT, Claude, Gemini, LLaMA, Mistral)

– Production-grade RAG with proprietary data

– AI copilots for knowledge, support, operations

– SLMs for edge, low-latency, and private environments

– Autonomous agents for multi-step workflows

– Prompt engineering for efficiency and control

AI-Ready Infrastructure & Governance

– Vector DBs and pipelines (Pinecone, FAISS, Weaviate)

– Unstructured data processing and ingestion

– LLMOps for monitoring and observability

– Built-in compliance: HIPAA, SOC2, EU AI Act

Strategic AI Enablement

– Readiness assessments and use case roadmaps

– PoCs with a path to production

– Risk control: retrieval fallback, prompt audits, trust layers

We support clients in healthcare, biotech, pharma, retail, logistics, and manufacturing — where AI must be scalable, accurate, and compliant. With 500+ solutions delivered since 2009, clients like P&G, Shutterstock, WorkFusion, Dollar Shave Club, Turvo, and Noom trust us to deliver AI that works.

Bring us your challenge. Let’s make it real

Industry
IT & Software
Company Size
201-500 employees
Headquarters
Aliso Viejo, California
Year Founded
2009
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