12 ago
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Capgemini Engineering
|
Bogotá
12 ago
Capgemini Engineering
Bogotá
At Capgemini Engineering, the world leader in engineering services, we bring together a general team of engineers, scientists, and architects to help the world’s most innovative companies unleash their potential. From autonomous cars to life‑saving robots, our digital and software technology experts think outside the box as they provide unique R&D; and engineering services across all industries. Join us for a career full of opportunities. Where you can make a difference. Where no two days are the same.
Job Description
We are looking for a highly capable Senior ML Engineer with a strong Software Engineering and DevOps background. As a Senior ML Engineer, you will be embedded and supporting a revenue generation or cost optimization project, ensuring its success in production by improving the code, creating automated CI/CD testing, and developing frameworks that can be reused for other similar projects.
- Build, maintain, and document machine learning frameworks (python packages) used across multiple projects.
- Support a project team with Data Scientists, Business Stakeholders, Analysts,
and Data Engineers.
- Develop reusable feature stores for rules‑based and AI/ML models.
- Implement monitoring capabilities for model performance and effectiveness in production.
- Automate CI/CD testing and deployments incorporating MLOps best practices.
Required
- Bachelor's degree in software engineering, computer science, data science, mathematics, or a related field.
- 5+ years of overall experience in Data Analytics.
- Sharp critical thinking skills and ability to learn and question complex processes and solutions.
- Experience building scalable machine learning systems and data‑driven products working with cross‑functional teams.
- Experience creating python packages.
- Well‑developed software engineering skills, including use of proper development, QA, and production environments, object‑oriented programming, version control, and knowledge of multiple programming languages.
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📌 Machine Learning Engineer (Bogotá)
🏢 Capgemini Engineering
📍 Bogotá