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A2G Consulting BV (A2G Technologies) · Amsterdam, North Holland, Netherlands

Machine Learning Engineer / MLOps Engineer

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Stack mentioned

mlopsgcpbigqueryci/cdterraformdockergithubmachine-learningtest-automationgithub-actions

Contract: 12 months (subject to extension).

Location: Amsterdam, Netherlands.

Salary: Not a constraint for the right candidate!

Experience: 8-10 years.

Hybrid: 2 days Work from Home 3 days Work from Office

Your Profile & DNA:

We are looking for an experienced Machine Learning Engineer with strong MLOps expertise to build and operate production-grade ML solutions for ancillary product pricing, including seats, bags, extra legroom, and paid fare upgrades.

This is a hands-on role covering the full ML lifecycle — from research and model development to deployment, monitoring, retraining, and optimization.

Roles & Responsibilities

- Develop and maintain machine learning models for pricing and revenue optimization

- Design and implement end-to-end ML pipelines, including training, retraining, validation, deployment, and monitoring

- Productionize ML models with a strong focus on reliability, scalability, and low latency

- Continuously monitor and optimize production ML models

- Work with GCP, including BigQuery and Vertex AI

- Lead the MLOps practices within the team

- Design and optimize scalable ML architectures

- Build and maintain CI/CD pipelines and automated testing

- Manage infrastructure using Terraform

- Containerize applications and ML workloads using Docker

- Develop CI/CD automation using GitHub Actions

- Ensure solutions follow internal engineering, quality, security, and operational standards

Qualification & Experience

- A Bachelor's or Master's Degree or equivalent.

- Strong experience in Machine Learning Engineering

- Solid hands-on MLOps experience

- Experience taking ML models from development to production

- Strong understanding of ML lifecycle, model deployment, retraining, and monitoring

- Experience with GCP

- Hands-on experience with BigQuery

- Experience with Vertex AI

- Strong Terraform experience

- Experience with Docker

- Strong knowledge of CI/CD and GitHub Actions

- Experience with automated testing

- Strong understanding of ML architecture and optimization

- Experience building low-latency, scalable production solutions

What do we offer?

If your profile matches the job requirement and you are interested to be presented to our clients, then please apply and don’t forget to attach your updated CV in line with the JD!

This position is for 1 year with possibility of extension. We offer competitive Gross Salary in line with the market standard.

Besides that, we offer following benefits, such as:

- 20 days of holiday per year

- Encourage Personal Development - Certification (Certification Charges reimbursed)

- Income Tax Return Filing

- We provide Visa Sponsorship for Candidate & Dependants

- Possibility of bonus

Who we are:

A2G Consulting also known as "A2G Technologies" is one of the fastest growing staffing companies in North Brabant region, Netherlands. We cater to Asia and Europe market focusing on high tech & non-high-tech clientele; headquartered in Eindhoven, Netherlands with a branch office in India (Bangalore & Pune) & Dubai. We successfully find a candidate and ensure that they get opportunities in line with their aspirations. We offer visa sponsorship for local & international candidates for career-enhancing opportunities. We strongly believe in equal opportunities and hence have a pool of resources with diversified ethnicity.

You will be deployed and work at one of our client sites.

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