Machine Learning Engineer

INKOR; Fatih; On-site; TRY 350,000 - 700,000; Full time

Job summary

INKOR’s AI Lab builds the models behind INKOR products—from document understanding to forecasting. You will own the full lifecycle: data, training, evaluation, deployment and monitoring, taking models from notebooks to reliable production services used across the group.

Join a hands-on ML engineering role focused on building robust pipelines, evaluating models, and collaborating with product teams on model behaviour and guardrails.

Qualifications

• 3+ years of hands-on ML engineering experience.
• Must demonstrate strong Python, PyTorch or TensorFlow.
• Experience with MLOps tooling and containerised deployments.
• Solid understanding of evaluation methodology.

Responsibilities

• Prepare data pipelines and training workflows.
• Evaluate models with clear, reproducible benchmarks.
• Deploy and monitor models in production.
• Work closely with product teams on model behaviour and guardrails.

Skills

ML engineering

Python

Model evaluation

Research-to-prod

Tools

Python

PyTorch

TensorFlow

MLOps tooling

Containerised deployments

Job description

Take models from research notebooks to reliable production services used across the group.

Our AI Lab builds the models behind INKOR products — from document understanding to forecasting. You will own the full lifecycle: data, training, evaluation, deployment and monitoring.

Responsibilities

• Prepare data pipelines and training workflows
• Evaluate models with clear, reproducible benchmarks
• Deploy and monitor models in production
• Work closely with product teams on model behaviour and guardrails

What we are looking for

• 3+ years of hands-on ML engineering experience
• Strong Python, PyTorch or TensorFlow
• Experience with MLOps tooling and containerised deployments
• Solid understanding of evaluation methodology

Nice to have

• LLM fine-tuning or retrieval-augmented generation experience