What are the responsibilities and job description for the Machine Learning Engineer position at AppGate?
- Develop, deploy and maintain AI/ML models for security applications or internal solutions to improve the efficiency to our operation.
- Implement and optimize MLOps pipelines, including CI/CD, model monitoring and automated retraining.
- Ensure scalability, security and efficiency of ML models in prduction environment.
- Work closely with data scientist to productize ML solutions, optimizing performance and deployment.
- Optimize model performance, monitoring, drift, latency and resource utilization.
- Deploy and manage ML workflows on AWS using services such as SageMaker, Lambda, S3, Glue and ECS.
- Collaborate with software engineers, data scientist and Devps teams to integrate ML models into production systems.
- Troubleshoot issues in ML infraestrcuture and improve system resilience.
- Stay up to date with the latest advancements in ML, security and MLOps.