Senior Machine Learning Engineer Remote

Responsibilities

• Contribute to the ML pipeline design, development, and management following best practices
• Design, build, maintain, troubleshoot, and refine steps in the ML pipeline
• Take ownership and contribute to the ML prediction endpoints' design and execution
• Work with System Engineers to set up the ML lifecycle management environment
• Draft specifications, documentation, and user guides for developed applications
• Enhance coding practices and organization within the science work cycle
• Set up and configure pipelines for projects
• Continuously identify technical risks and gaps and develop mitigation strategies
• Work with data scientists to put predictive models into production, understanding model scope and purpose, and creating scalable data preparation pipelines

Requirements

• 3+ years of Python programming experience, including SQL knowledge
• Strong expertise in MLOps
• Intermediate knowledge in Data Science, Data Engineering, and DevOps Engineering
• Involvement in at least one project delivered to production in an MLE capacity
• Familiarity with the Apache Spark Ecosystem
• Proficiency with automated data pipeline and workflow management tools
• Experience with various data processing paradigms (batch, micro-batch, streaming)
• Practical experience with at least one major Cloud Provider
• Experience integrating ML models into complex data-driven systems

Nice to have

• Practical experience with Databricks MLOps-related tools
• Familiarity with performance testing tools
• Understanding of containerization technologies

We offer

• Learning Culture - We want you to be the best version of yourself, that is why we offer unlimited access to learning platforms, a wide range of internal courses, and all the knowledge you need to grow professionally
• Health Coverage - Health and wellness are important, that is why we have you and up to four family members in a premiere health plan. We have a couple of options, so you can choose what is best for you and your family
• Visual Benefit - Seeing your work for us would be a sight for sore eyes. We want your vision to always be at 100% which is why we offer up to $200.000 COP for any visual health expenses
• Life Insurance Plan - We have partnered with MetLife to offer a full-coverage Ife insurance plan. So, your family is covered, even if you are gone
• Medical Leave Coverage - We are one of the few companies that cover 100% of your medical leave, for up to 90 days. Your health is the most important thing to us
• Professional Growth Opportunities - We have designed a highly competitive and complete development process, where you will have all the tools to get where you have always wanted to be, personally and professionally
• Stock Option Purchase Plan - As an EPAMer you can be more than just an employee, you will also have the opportunity to purchase stock at a reduced price and become a part owner of our organization
• Additional Income - Besides your regular salary, you will also have the chance to earn extra income by referring talent, being a technical interviewer, and many more ways
• Community Benefit - You will be part of a worldwide community of over 50,000 employees, where you can learn, challenge yourself, stand out, and share your knowledge and experience with multicultural teams!