Senior Production AI Field Engineer

IFS; Województwo małopolskie; Hybrid; PLN 220,000 - 360,000; Full time

Benefits offered by this job

Hybrid work model

Global team

Job summary

IFS is hiring a Forward Deployed Engineer, R&D AI Services in Poland. You will embed with product teams to solve real business problems using AI, shaping AI-first applications and building the data pipelines, model training, and serving infrastructure behind them.

The role demands hands-on experience across the AI/ML stack, strong Python and cloud-native skills, and the ability to operate in a hybrid Warsaw-based setup.

Qualifications

• 5+ years of software engineering with hands-on production systems.
• Hands-on experience building AI-powered products or systems.
• Experience designing and deploying cloud-native services.

Responsibilities

• Embed directly with product teams to understand business flows and where AI helps.
• Lead technical discovery and identify bottlenecks in processes.
• Spot where AI services apply or extend to solve problems and design AI-first apps.
• Gather requirements and partner with AI services to scope and build new services.
• Work with data pipelines, model training, serving, and MLOps tooling.
• Ship first version quickly and then harden with monitoring and reliability.
• Translate pain points into actionable input for the AI services roadmap.
• Collaborate with product owners, stakeholders, and engineering leads; communicate trade-offs clearly.

Skills

Python

Azure / AKS

LLM integration

Agentic systems

Retrieval & RAG

REST APIs

Docker & Kubernetes

Terraform / IaC

Data pipelines

GitOps / ArgoCD

Tools

Azure AKS

Blob Storage

Key Vault

GitOps / ArgoCD

Terraform

Job description

IFS is hiring a Forward Deployed Engineer, R&D AI Services in Poland. You will embed with product teams to solve real business problems using AI, shaping AI-first applications and building the data pipelines, model training, and serving infrastructure behind them.

The role demands hands-on experience across the AI/ML stack, strong Python and cloud-native skills, and the ability to operate in a hybrid Warsaw-based setup.