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Machine Learning Engineer
2 months ago
Fractal Analytics is a leading strategic AI partner to Fortune 500 companies, empowering every human decision in the enterprise with cutting-edge technology. Our vision is to create a world where individual choices, freedom, and diversity are the greatest assets, and human imagination is at the heart of every decision.
We're seeking a highly skilled Machine Learning Engineer to join our team and contribute to building a world where imagination meets intelligence. As a key member of our data science team, you will be responsible for designing and implementing scalable, efficient, and reliable model training and evaluation processes.
Key Responsibilities- Model Development and Deployment: Coordinate with data scientists to design and implement scalable, efficient, and reliable model training and evaluation processes.
- CI/CD Pipeline Implementation: Implement continuous integration and continuous deployment pipelines for machine learning models using tools like AWS, Code Pipeline, AWS Cloud formation, and Terraform.
- Automated Build and Deployment: Automate the build, testing, and deployment processes to ensure smooth and efficient delivery of updated models.
- Monitoring and Alerting: Implement monitoring solutions to track the performance and behavior of deployed models in real-time and set up alerts and notifications to proactively identify issues.
- Infrastructure Optimization: Optimize the performance and cost efficiency of machine learning workflows on AWS Sagemaker, fine-tune infrastructure settings, explore autoscaling capabilities, and utilize spot instances for cost-effective model training and inference.
As a full-time employee of Fractal, you will be eligible to participate in our comprehensive benefits package, including health, dental, vision, life insurance, and disability plans. You will also be eligible for our 401(k) Plan after 30 days of employment and enjoy 11 paid holidays and 12 weeks of parental leave.
We are an equal employment opportunity employer and prohibit discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.
