Senior Machine Learning Engineer
13 hours ago
We are seeking a highly skilled Data Science Expert to join our team at EPAM. As a key member of our digital platform engineering and development services, you will collaborate with multi-national teams to deliver innovative projects that drive cutting-edge solutions.
Your primary responsibilities will include:
- Developing and optimizing data models and pipelines using Python and relevant data processing frameworks.
- Engaging in data analysis to derive insights and make data-driven decisions.
- Implementing basic machine learning models to enhance data functionality and value.
- Contributing to the development and maintenance of on-device ML applications.
- Participating in problem-solving activities by leveraging SQL, Python, and data engineering competencies.
Requirements:
- Strong understanding of database engineering, data modeling, and software development practices.
- Extensive experience working with machine learning, including running ML models on devices such as TensorFlow & TensorFlow Lite.
- Expertise in the machine learning pipeline and data management process.
- Ability to debug and modify existing machine learning models within a company's ecosystem.
- Comfortable with machine learning model building, training, testing, and deployment.
- Hands-on experience with utilizing Python for data manipulation and exposure to LeetCode-style problems.
- Proficient in data analysis and the Pandas library for Python.
- Highly skilled in SQL for data management and analysis.
- History working with data fetching, data processing, and the preparation for machine learning tasks.
- Familiar with AWS for data preprocessing and running ML models as well as the broader big data ecosystem and cloud services.
We offer a comprehensive benefits package, including medical, dental, and vision insurance, health savings accounts, flexible spending accounts, short-term and long-term disability, life and AD&D insurance, employee assistance program, unlimited access to LinkedIn learning solutions, matched 401(k) retirement savings plan, paid time off, legal plan, identity theft protection, accident insurance, employee discounts, pet insurance, and employee stock purchase program.
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.
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