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ifeel
Senior ML Engineer: End-to-End Production Model Delivery
Job summary
A social media platform is looking for a senior Machine Learning Engineer to develop and deploy predictive models based on user engagement data. This role involves data preprocessing, model development, deployment using MLOps practices, and monitoring model performance. Ideal candidates should have 6-8 years of experience and proficiency in Python, machine learning libraries, and cloud platforms like AWS or Azure. Competitive compensation is offered for this freelance position.
Qualifications
- At least 6-8 years of experience in Machine Learning Engineering or a related field.
- Proven track record of deploying ML models in a live production environment.
Responsibilities
- Clean and prepare data for model training.
- Build, train, and evaluate a robust ML model.
- Deploy the model as a microservice or an API.
- Implement monitoring to track model performance and data drift in production.
Skills
* The salary benchmark is based on the target salaries of market leaders in their relevant sectors. It is intended to serve as a guide to help Premium Members assess open positions and to help in salary negotiations. The salary benchmark is not provided directly by the company, which could be significantly higher or lower.