Machine Learning Engineer - Remote

Overview

Sweep is hiring a Machine Learning Engineer for our pioneering carbon management software. Climate change is the defining challenge of our era, and technology is at the center of the fight. Sweep is arming companies with tools to manage their climate impact, thereby contributing to a better future for everyone.

In Short

• Develop, deploy, and maintain machine learning models.
• Work on classical ML models and large language model (LLM) integrations.
• Design and train ML models to improve carbon management tools.
• Implement pipelines for model deployment and optimization.
• Establish infrastructure for ML workflows, including monitoring and retraining.
• Contribute to LLM-based solutions, optimizing performance.
• Track model performance and implement retraining strategies.
• Stay current with advancements in ML and MLOps.

Requirements

• Bachelor's or Master's degree in Computer Science, AI, or related field.
• 3+ years of experience in developing and deploying ML models.
• Proficiency in Python and ML frameworks.
• Familiarity with cloud-based ML infrastructure.
• Knowledge of MLOps practices.
• Experience with API development.
• [Nice to have] Exposure to LLMs and vector databases.
• [Nice to have] Familiarity with CI/CD pipelines for ML workflows.

Benefits

• Join an exciting young business with a mission to change the world.
• Hybrid work model allowing balance between personal and professional life.
• Opportunity to shape the company's path early on.
• Commitment to diversity, inclusion, and equality.