Machine Learning Engineer

$160,000 - $170,000/Yr

EPAM Systems - San Francisco, CA

Full-time - Mid Level

San Francisco, CA

Professional, Scientific, and Technical Services

About the position

The Machine Learning Engineer at EPAM Systems will be responsible for developing and optimizing data models and pipelines, engaging in data analysis, and implementing machine learning models to enhance data functionality. This role involves contributing to the development and maintenance of on-device ML applications and participating in problem-solving activities using SQL and Python.

Responsibilities

• Develop and optimize data models and pipelines, utilizing 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
• Participate 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
• 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

Benefits

• 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