ML Engineer: Data Pipelines & MLOps (Hybrid Lisbon)

iTRTech Group; Lisboa; Híbrido; EUR 17 856 - 21 204; Tempo integral

Resumo da oferta

iTRTech Group in Lisbon is seeking a mid-level Machine Learning Engineer to design and operate robust data pipelines and ML workflows in a hybrid setting. You will collaborate with data scientists and product teams to deliver scalable data products and ensure high-quality data delivery.

The role emphasizes MLOps, data quality, observability, and CI/CD practices, with a focus on production pipelines and distributed data processing. English proficiency is required.

Qualificações

• Degree in Computer Science, Engineering, Mathematics, Statistics, or related quantitative field.
• At least 3 years of experience building and operating production data pipelines.
• Strong programming skills in Python and/or PySpark.
• Strong SQL knowledge for data transformation, analysis, and validation.
• Hands-on experience with Airflow or a similar workflow orchestration tool.
• Experience with Data Engineering and scalable data pipelines.
• Understanding of distributed computing and large-scale data processing.
• Experience with data modelling, testing, and validation.
• Knowledge of data quality and observability practices.
• Experience implementing CI/CD processes.
• Familiarity with Machine Learning workflows.
• English proficiency at B2 level or higher.
• Availability to work under a hybrid model with 40% on-site presence.

Responsabilidades

• Design, build, and maintain scalable data pipelines using Python, PySpark, and SQL.
• Orchestrate and monitor workflows using Airflow and Astronomer.
• Implement automated testing, deployment, and CI/CD processes with GitHub.
• Ensure data quality, reliability, observability, and timely delivery according to SLAs.
• Monitor production pipelines and troubleshoot incidents.
• Automate recurring operational tasks and build reusable data products.
• Work with distributed systems and large-scale datasets.
• Collaborate with Data Scientists, Product Owners, and business stakeholders.
• Support integration of ML/AI models into production.
• Take on data science responsibilities as products evolve.

Conhecimentos

Python / PySpark

SQL

Airflow

Data Engineering

Data Quality & Observability

Formação académica

Bachelor's degree in a quantitative field

Ferramentas

Astronomer

GitHub

GitHub Actions

Descrição da oferta de emprego

iTRTech Group in Lisbon is seeking a mid-level Machine Learning Engineer to design and operate robust data pipelines and ML workflows in a hybrid setting. You will collaborate with data scientists and product teams to deliver scalable data products and ensure high-quality data delivery.

The role emphasizes MLOps, data quality, observability, and CI/CD practices, with a focus on production pipelines and distributed data processing. English proficiency is required.