Senior Machine Learning Engineer
Covenal
Posted: December 29, 2025
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Quick Summary
Design and develop production-level machine learning models for predictive and regression tasks, leveraging advanced ML techniques to deliver state-of-the-art models.
Required Skills
Job Description
We are seeking a Senior Machine Learning Engineer to design and build production-level machine learning applications. In this role, you will leverage advanced ML techniques to develop self-learning automated systems, delivering state-of-the-art predictive and regression models. Your responsibilities include:
• Designing, developing, and deploying production-grade machine learning models
• Building feature engineering pipelines and managing data workflows
• Developing and benchmarking models, from training through retraining cycles
• Ensuring robust production deployments in a scalable environment
• Maintaining and optimizing our data warehouse (AWS Redshift) and leveraging MLflow for model management
• Collaborating on data engineering efforts using AWS Big Data solutions
Requirements
• IV educational level in general, social sciences, linguistic, natural-mathematical, pedagogical, technical, organizational, entrepreneurial, or economic direction
• Advanced knowledge of machine learning algorithms, covering supervised, unsupervised, and reinforcement learning
• Excellent knowledge of the Python programming language
• Strong organizational and analytical skills
• Proficiency in English
• Knowledge of software engineering principles, including Git, unit testing, CI/CD, and Docker
Nice to Have
• Experience working with large-scale data warehousing (AWS Redshift)
• Familiarity with MLflow and AWS Big Data solutions
• Ability to work independently and as part of a high-performing remote team