We are seeking a **Senior Machine Learning Engineer** to architect, develop, and optimize ML\-driven systems that intelligently recommend user\-generated content and enhance engagement. You will create scalable machine learning pipelines and oversee advanced deployments in a high\-performance environment suitable for real\-time data processing. *We accept* *CVs in English only.* **Responsibilities** * Design high\-performance machine learning pipelines using both online and offline feature engineering * Implement advanced machine learning models leveraging Python and TensorFlow * Optimize inference workflows for low\-latency, real\-time data like player telemetry * Orchestrate machine learning processes with MLflow * Integrate datasets through ETL/ELT workflows on Databricks * Monitor, debug, and refine production ML systems for optimal performance * Automate scalable feature engineering and model deployment solutions * Collaborate with interdisciplinary teams to align machine learning with overall system goals * Utilize Databricks for effective dataset management and computational processes * Establish best practices for scalable and maintainable machine learning systems **Requirements** * 3\+ years of experience creating machine learning pipelines and products * Proficiency in Databricks, MLflow, TensorFlow * Skills in Python for machine learning and data engineering workflows * Background in ETL/ELT platforms, with competency in large\-scale integrations * Understanding of real\-time data processing and low\-latency system requirements * Capability to structure and improve online and offline feature engineering workflows * Knowledge of ML model lifecycle management and tuning pipeline performance * Competency in designing scalable, efficient ML solutions for complex scenarios * English level of minimum B2 (Upper\-Intermediate) to ensure effective communication **Nice to have** * Expertise in recommender systems for advancing content personalization and discovery * Capability to deploy machine learning processes on AWS infrastructure * Proficiency in leveraging real\-time analytics or telemetry\-focused data solutions **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! *Please note that even though you are applying for this position, you may be offered other projects to join within EPAM.* EPAM is a leading global provider of digital platform engineering and development services. We are committed to having a positive impact on our customers, our employees, and our communities. We embrace a dynamic and inclusive culture. Here you will collaborate with multi\-national teams, contribute to a myriad of innovative projects that deliver the most creative and cutting\-edge solutions, and have an opportunity to continuously learn and grow. No matter where you are located, you will join a dedicated, creative, and diverse community that will help you discover your fullest potential.