Machine learning engineer

InnoTech; Lisboa; On-site; EUR 45,000 - 75,000; Full time

Benefits offered by this job

Mental health support

25 days vacation

Birthday vacation day

Petsitting partnerships

Company events

InnoSports initiatives

Sustainability initiatives

Job summary

InnoTech в Лиссабоне ищет опытного ML-инженера для развёртывания моделей в продакшн, разработки CI/CD пайплайнов и сотрудничества с Data Scientists и Data Engineers. Требуется более 3 лет опыта, сильные навыки Python/SQL и знание TensorFlow/PyTorch/Scikit-learn.

Нужен опыт Docker/Kubernetes, API-сервисов (FastAPI/Flask) и облаков (AWS/GCP/Azure), CI/CD (GitHub Actions, Jenkins). Гражданство CPLP или действующий ЕС-вид на работу приветствуется; ожидается владение английским на уровне не ниже B2.

Qualifications

• Опыт работы в ML более 3 лет; владение Python и SQL; опыт работы с TensorFlow, PyTorch и Scikit-learn.
• Опыт развёртывания ML-решений с Docker/Kubernetes; разработка API сервисов с FastAPI или Flask.
• Опыт работы в облаках AWS/GCP/Azure; настройка CI/CD через GitHub Actions или Jenkins.
• Хорошее владение MLOps, контроль версий, тестирование и жизненного цикла моделей; владение английским не ниже B2.
• Гражданство CPLP или вид на работу в ЕС.

Responsibilities

• Bring Machine Learning models into production, ensuring reliable deployments and scalable, production-ready solutions.
• Build and maintain ML deployment workflows and CI/CD pipelines, contributing to the development of MLOps practices from the ground up.
• Monitor models in production, implementing metrics and alerting while troubleshooting failures and optimizing model performance.
• Develop clean, structured, reusable, and testable Python code while contributing to model retraining and deployment automation initiatives.
• Collaborate closely with Data Scientists and Data Engineers on model deployment, data transformation, and continuous improvement of ML solutions.

Skills

Python

SQL

TensorFlow

PyTorch

Scikit-learn

Docker

Kubernetes

FastAPI

Flask

AWS/GCP/Azure

CI/CD

GitHub Actions

Jenkins

MLOps

English B2

EU work permit

Java/Scala

Education

BSc or MSc in CS/Engineering

Tools

Docker

Kubernetes

FastAPI

Flask

AWS

GCP

Azure

GitHub Actions

Jenkins

Job description

Описание

A Company you will be happy to grow with! At InnoTech, it´s all about connecting people with business through technology. We truly care about you, your happiness, and your well-being. We look for passionate people who are eager to learn, evolve, and grow with us - because growth is in our DNA.

Задачи

• Bring Machine Learning models into production, ensuring reliable deployments and scalable, production-ready solutions;


• Build and maintain ML deployment workflows and CI/CD pipelines, contributing to the development of MLOps practices from the ground up;


• Monitor models in production, implementing metrics and alerting while troubleshooting failures and optimizing model performance;


• Develop clean, structured, reusable, and testable Python code while contributing to model retraining and deployment automation initiatives;


• Collaborate closely with Data Scientists and Data Engineers on model deployment, data transformation, and continuous improvement of ML solutions.

Требования

• More than 3 years of professional experience in Machine Learning, with strong Python and SQL skills and hands-on experience with TensorFlow, PyTorch, and Scikit-learn;


• Experience deploying ML solutions using Docker and/or Kubernetes and developing model-serving APIs with FastAPI or Flask;


• Knowledge of cloud environments such as AWS, GCP, or Azure, combined with experience building and maintaining CI/CD pipelines using tools such as GitHub Actions or Jenkins;


• Good understanding of MLOps practices, software versioning, testing, code reviews, model lifecycle management, and at least B2-level English proficiency;


• CPLP nationality or an EU work permit is required to facilitate employment. Будет плюсом: Experience optimizing production ML models, including response times, operational efficiency, model optimization, and compression techniques;


• Knowledge of automated model retraining processes, production monitoring, alerting, and ML-specific versioning practices;


• Familiarity with Java or Scala for integration with existing systems;


• A proactive and ownership-driven mindset, with strong communication, collaboration, and problem-solving skills;


• BSc or MSc in Computer Science/Engineering, Information Technology, or related fields

Условия

• Health-focused partnerships, including free mental health support;


• 25 days of vacation, including your birthday, Carnival, and a bridging day between Christmas and New Year;


• Half a vacation day on your children's birthday and a school supplies voucher;


• Petsitting partnerships and a pet bereavement day;


• Regular team buildings, four annual company parties, game nights, and social events;


• InnoSports initiatives (football, marathons, and more);


• Events focused on sustainability and social responsibility actions.