Production ML Engineer – GCP, LLMs & Pipelines

A2G Consulting BV (A2G Technologies); Amsterdam; Hybrid; EUR 90,000 - 130,000; Full time

Benefits offered by this job

Visa sponsorship

Bonus potential

Certification reimbursement

20 days holiday per year

Income Tax Return Filing

Job summary

A2G Consulting BV is seeking a Medior/Senior Machine Learning Engineer to join our team in Amsterdam. You will build and productionize ML models, design end-to-end ML pipelines, and scale ML infrastructure on GCP.

You will collaborate with Data Scientists and Data Engineers to deliver reliable, production-ready ML products and ensure clean code, testing, and CI/CD practices across deployments.

Qualifications

• Bachelor's or Master's degree or equivalent.
• 4+ years of relevant professional experience in ML Engineering, Software Development, MLOps or a related field.
• Strong Python and software engineering skills.
• Proven experience building, deploying and maintaining ML models in production.
• Experience with ML pipelines and MLOps.
• Experience with cloud-based ML solutions, preferably GCP.
• Hands-on experience with LLMs and RAG, preferably in production environments.
• Experience with Docker, SQL, REST APIs and Terraform.
• Experience with data pipelines and large-scale data processing.
• Strong collaboration skills and experience working with Data Scientists and Data Engineers.
• A proactive, analytical mindset and the ability to translate business requirements into practical engineering solutions.

Responsibilities

• Build, deploy and maintain production-grade ML solutions.
• Design and maintain end-to-end ML pipelines, from data preparation and training to deployment, monitoring and retraining.
• Productionize ML models developed by Data Scientists and integrate them into operational systems.
• Build and improve scalable ML infrastructure on Google Cloud Platform (GCP).
• Develop and maintain reliable data pipelines in collaboration with Data Engineers.
• Develop and deploy LLM and RAG solutions for production use.
• Apply strong software engineering practices, including clean code, testing, Git, CI/CD and code reviews.
• Monitor and improve the performance, reliability, scalability and maintainability of ML solutions.
• Collaborate closely with Data Scientists, Data Engineers and Product Owners to translate business needs into practical technical solutions.

Skills

Python

ML Engineering

MLOps

LLMs

RAG

CI/CD

Git

Docker

SQL

REST APIs

Terraform

Data pipelines

Education

Bachelor's/Master's degree

Tools

Docker

SQL

REST APIs

Terraform

Job description

A2G Consulting BV is seeking a Medior/Senior Machine Learning Engineer to join our team in Amsterdam. You will build and productionize ML models, design end-to-end ML pipelines, and scale ML infrastructure on GCP.

You will collaborate with Data Scientists and Data Engineers to deliver reliable, production-ready ML products and ensure clean code, testing, and CI/CD practices across deployments.