Senior Machine Learning Engineer
EPAM SystemsKuala Lumpur, Kuala Lumpur, Malaysia30+ hari lalu
Penerangan pekerjaanAt least 3 years of hands-on experience with Machine Learning Proficient in Python and SQL with hands-on experience in a modern data stack (e.g., Databricks, Snowflake, Spark, BigQuery) Expertise in common ML frameworks like TensorFlow, PyTorch, or Scikit-learn and MLOps platforms like Databricks MLflow, Kubeflow, or TFX Skilled in designing and managing scalable ML pipelines using tools such as Apache Spark or Airflow, and implementing CI / CD workflows Experience with a major cloud platform (AWS, Azure, or GCP) and containerization technologies (Docker, Kubernetes) Proven ability to identify risks, debug complex issues and work cross-functionally with data scientists, engineers and product teams Strong communication skills for articulating technical concepts and creating clear documentation English language proficiency at an Upper-Intermediate level (B2) or higher By choosing EPAM, you're getting a job at one of the most loved workplaces according to Newsweek 2021 & 2022 & 2023. Employee ideas are the main driver of our business. We have a very supportive environment where your voice matters You will be challenged while working side-by-side with the best talent globally. We work with top-notch technologies, constantly seeking new industry trends and best practices We offer a transparent career path and an individual roadmap to engineer your future & accelerate your journey At EPAM, you can find vast opportunities for self-development : online courses and libraries, mentoring programs, partial grants of certification, and experience exchange with colleagues around the world. You will learn, contribute, and grow with us EPAM is a leader in the fastest-growing segment (product development / digital platform engineering) of the IT industry. We acquired Just-BI in 2021 to reinforce our leading position as a global Business Intelligence services provider and have been growing rapidly. With a talented multinational team, we provide data and analytics expertise We are currently involved in end-to-end BI design and implementation projects in major national and international companies. We are proud of our entrepreneurial start-up culture and are focused on investing in people by creating continuous learning and development opportunities for our employees who deliver engineering excellence for our clients Mid-Senior level Full-time Engineering, Information Technology, and Research Software Development and IT Services and IT Consulting
EPAM Systems Kuala Lumpur, Federal Territory of Kuala Lumpur, Malaysia
Overview
Join EPAM Malaysia as a Senior Machine Learning Engineer and lead the charge in creating cutting-edge AI solutions that solve complex, real-world problems. You’ll design and deploy scalable ML pipelines using tools like TensorFlow, PyTorch, Databricks and Snowflake, while harnessing the power of AWS, Azure, or GCP cloud platforms.
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Responsibilities
- Transition machine learning algorithms into production environments and integrate them with enterprise ecosystems, IoT devices and mobile platforms
- Design, build, and optimize the end-to-end ML lifecycle, including data preparation, feature extraction, model optimization, performance monitoring and testing strategies such as A / B, Canary, or Blue-Green testing
- Develop frameworks to enable data scientists to create production-grade ML models faster and more effectively
- Collaborate with data scientists and engineers to enhance the performance and scalability of ML pipelines
- Establish and maintain CI / CD / CT processes for ML systems while ensuring continuous training of models and early drift detection (e.g., data, concept, schema)
- Promote and implement MLOps best practices to ensure scalability, reliability, and maintainability of ML models
- Continuously identify and address technical risks, gaps and debt in ML systems while seeking opportunities for improvement with new tools and techniques
- Create comprehensive specifications, documentation and user guides for developed solutions to ensure seamless collaboration and deployment
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Senior Machine Learning Engineer • Kuala Lumpur, Kuala Lumpur, Malaysia
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