Quick overview
Job description
Vantor is seeking a Machine Learning Engineer to build practical, data-driven solutions for client projects. You'll develop and deploy machine learning models, create reliable data pipelines, and integrate intelligent capabilities into modern applications and scalable cloud architectures. Working closely with clients and collaborative, low-ego teams, you'll translate business needs into effective technical solutions, test and improve model performance, and contribute to high-quality software delivery through agile practices. This role offers opportunities to deepen your skills across machine learning, full-stack development, automation, and cloud technologies while taking ownership of outcomes and continuously learning. Candidates should bring hands-on experience with Python, data preparation, model evaluation, and production software development.
Responsibilities
- Design, build, and deploy machine learning models and data-driven software solutions.
- Develop scalable data pipelines and integrate models into modern applications and cloud architectures.
- Collaborate with clients and cross-functional teams to understand requirements and deliver practical solutions.
- Use agile practices to test, monitor, and improve model performance and software quality.
- Document technical work and contribute to continuous learning and team knowledge sharing.
Required Skills
- Python
- Machine learning model development
- Data preprocessing and feature engineering
- Model evaluation and optimization
- SQLData pipeline development
- Cloud computing
- API development and model integration
- Version control with Git
- Agile software development
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