Senior Machine Learning Engineer
4 days ago
EPAM is seeking a highly skilled Machine Learning Engineer to contribute to the development and maintenance of on-device ML applications.
Key Responsibilities:
- Develop and optimize data models and pipelines using Python and relevant data processing frameworks.
- Engage in data analysis to derive insights and make data-driven decisions.
- Implement basic machine learning models to enhance data functionality and value.
- Contribute to the development and maintenance of on-device ML applications.
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.
- Expert 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 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.
What We Offer:
- Medical, Dental, and Vision Insurance (Subsidized)
- Health Savings Account
- Flexible Spending Accounts (Healthcare, Dependent Care, Commuter)
- Short-Term and Long-Term Disability (Company Provided)
- Life and AD&D Insurance (Company Provided)
- Employee Assistance Program
- Unlimited access to LinkedIn learning solutions
- Matched 401(k) Retirement Savings Plan
- Paid Time Off
- Legal Plan and Identity Theft Protection
- Accident Insurance
- Employee Discounts
- Pet Insurance
- 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. Here you will collaborate with multinational 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.
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