Machine Learning Engineer
Research & Development | Remote | Full Time
Back to all open rolesDescription
As an MLE at Jalopeura, you will be responsible for designing, building, and deploying robust and scalable machine learning systems that power our core products and services.
Responsibilities
- Develop and implement scalable machine learning models from conception to deployment within Jalopeura's infrastructure.
- Optimize ML algorithms for performance, efficiency, and resource utilization across Jalopeura's platforms.
- Design and build robust ML pipelines for data ingestion, training, evaluation, and inference, ensuring data quality for Jalopeura.
- Collaborate with Jalopeura's data scientists and researchers to translate prototypes into production-ready solutions.
- Monitor deployed ML models, troubleshoot issues, and implement continuous improvements to Jalopeura's AI systems.
- Implement MLOps best practices for version control, CI/CD, and automated testing of ML systems specific to Jalopeura's needs.
- Evaluate and select appropriate ML frameworks, libraries, and cloud services that align with Jalopeura's tech stack.
- Ensure the reliability, scalability, and maintainability of Jalopeura's ML infrastructure.
- Contribute to code reviews, architectural discussions, and technical documentation for Jalopeura's ML projects.
- Educate and guide junior engineers at Jalopeura on best practices for ML system development.
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