Job Information
EPAM Systems Senior Machine Learning Engineer in San Francisco, California
We are seeking a Senior Machine Learning Engineer to join our team.
Req.# 671804940
#LI-DNI
Responsibilities
Develop and optimize data models and pipelines, utilizing Python and relevant data processing frameworks
Engage in the 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
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 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.
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EPAM welcomes all applicants and will consider qualified candidates with criminal history such as arrest and conviction records in a manner consistent applicable law, including the San Francisco Fair Chance Ordinance and Los Angeles Fair Chance Initiative for Hiring.
This posting includes a good faith range of the salary EPAM would reasonably expect to pay the selected candidate. The range provided reflects base salary only. Individual compensation offers within the range are based on a variety of factors, including, but not limited to: geographic location, experience, credentials, education, training; the demand for the role; and overall business and labor market considerations. Most candidates are hired at a salary within the range disclosed. Salary range: $160K – $170K. In addition, the details highlighted in this job posting above are a general description of all other expected benefits and compensation for the position.
EPAM Systems, Inc. is an equal opportunity employer. We recognize the value of diversity and inclusion in creating success for our customers, business partners, shareholders, employees and communities. We are committed to recruiting, hiring, developing and promoting employees without discrimination. As a global employer, this commitment includes complying with all laws in the countries in which we operate. Nevertheless, we believe equal employment practices should not be limited to what the law requires. Equal opportunity and inclusion are essential to motivate, empower and recognize the best in everyone.
At EPAM, employment actions are based on individual qualifications, without regard to race, color, religion, creed, gender, pregnancy status, sexual orientation, gender identity, gender expression, marital or familial status, national origin, ancestry, genetics, age, disability status, veteran status, citizenship status when otherwise legally able to work, or any other characteristic protected by law.
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