28 may
|
Capgemini Engineering
|
Medellín
28 may
Capgemini Engineering
Medellín
Postúlate en Kit Empleo: kitempleo.com.co/empleo/1asru9
Your role:
We are looking for a highly capable Senior MLOps Engineer with a strong Software Engineering and DevOps background. As a Senior MLOps 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.
- Proficiency in Python and experience with common data analytics packages (e.g. Numpy, Pandas, Sklearn, PySpark).
- Proficiency in SQL.
Preferred Requirements:
- Master's or PhD degree in computer science, data science, mathematics, or a related field.
- Experience with sensor data or other noisy data types.
- Experience with Agile Software Development.
- Experience in a large corporation or consulting firm with focus in marketing strategies, modeling, CRM and management sciences/statistics highly des
Postúlate en Kit Empleo: kitempleo.com.co/empleo/1asru9
📌 Machine Learning Engineer (Medellín)
🏢 Capgemini Engineering
📍 Medellín