GCP Data Scientist

At Qualtop we specialize in software engineering with services focused on Cloud, AI, and Data, adopting an agile and customer-centric approach. We drive digital transformation and business growth. But beyond technology, what truly drives us is generating impact: on our clients, on society, and on every person who is part of our team. We innovate with purpose, build with vision, and work to leave a mark.

ROLE DESCRIPTION: Design, develop, and deploy advanced Machine Learning models to solve complex business problems. The ideal candidate will be responsible for transforming raw data into actionable insights and scalable predictive models, ensuring reproducibility and proper versioning of code and data.

Responsibilities:

• Model Development: Design and train Machine Learning models (classification, regression, clustering) using Python and Jupyter notebooks.
• Data Management: Build efficient SQL queries applying best practices for the extraction, cleaning, and preparation of large volumes of data.
• Production Deployment (Management & Deploy): Prepare, package, and deploy ML models for use in production environments.
• Cloud Operations: Manage and optimize Machine Learning workflows using cloud platforms (GCP with Vertex AI/BigQuery or AWS with SageMaker).
• Software Quality: Implement best practices for reproducibility, documentation, and code versioning using Git.

PROFESSIONAL PROFILE:

• Programming Languages: Advanced Python (focused on Machine Learning) and Intermediate SQL.
• Development Tools: Fluent use of Jupyter Notebooks and version control with GIT (basic/intermediate level).

Cloud Platforms (At least one):

• GCP: Vertex AI and BigQuery.
• AWS: SageMaker.
• Theoretical Foundations: Solid knowledge in Statistics (probability and data distributions).

Required Practical Experience

• Demonstrable experience in the complete model training cycle (classification, regression, and clustering).
• Experience or clear notions in preparing models for production (basic MLOps).
• Application of best practices in building data queries and structuring reproducible code.

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Why join Qualtop?

Beyond technology, we care about your growth. Here you will find constant challenges where your learning goes hand in hand with your impact on society and the industry.