Position Summary
Research, design and develop large-scale production-level deep learning algorithms, models, and systems for Samsung advertising service.
Role and Responsibilities
Duties:
- Research, design and develop large-scale production-level deep learning algorithms, models, and systems for Samsung advertising service.
- Design and develop deep learning algorithms for real-world advertising products.
- Analyze user needs and create quick prototypes and proof-of-concepts.
- Design experiments, perform evaluations, and apply enhancements to digital advertising products.
- Deliver production-grade machine learning products from end to end.
- Interface with multiple stakeholders to manage their expectations and ensure smooth execution of projects.
- Design, develop and deploy scalable machine learning solutions.
- Take initiative to address technical challenges and tackle open problems.
- Closely work with the machine learning platform team to improve the machine learning infrastructure.
- Analyze complex problems and make proper technical recommendations.
- Research the latest machine learning technologies and keep up-to-date with industry trends and developments.
- Ideate new projects with significant business value and create proof of concepts.
- Introduce and enforce best engineering practices and streamline the machine learning development and deployment processes.
Minimum Requirements
Minimum Education Required: Master’s degree in Computer Science, Computer Engineering, or a related field.
Minimum Experience Required: Five (5) years of experience as an Engineer II, Machine Learning or related occupation in machine learning algorithm engineering, user behavior modeling, and data analysis.
Alternate Education Required: Ph.D. degree in Computer Science, Computer Engineering, or a related field.
Alternate Experience Required: Two (2) years of experience as an Engineer II, Machine Learning or related occupation in machine learning algorithm engineering, user behavior modeling, and data analysis.
Special Requirements: The 5 years of experience with Master’s degree, or 2 years of experience with PhD degree, must have included:
- Experience in data structures, algorithms, and deep learning libraries, including TensorFlow and Keras;
- Experience in Python and Java programming languages;
- Experience with Amazon Web Services;
- Experience with big data tools, data pipelines, RDBMS, and NoSQL databases;
- Experience with real-time bidding (RTB) ecosystem.
Salary
$210,000.00 - $240,000.00/year
Benefits
Regular full-time employees (salaried or hourly) have access to benefits including: Medical, Dental, Vision, Life Insurance, 401(k), Employee Purchase Program, Tuition Assistance (after 6 months), Paid Time Off, Student Loan Program (after 6 months), Wellness Incentives, and many more.
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