Overview
On Site
USD 193,800.00 - 203,800.00 per year
Full Time
Skills
ADS
Art
Optimization
Research
Advertising
Prototyping
Machine Learning Operations (ML Ops)
Mentorship
Computer Science
Computer Engineering
TensorFlow
PyTorch
Object-Oriented Programming
Python
Data Structure
Algorithms
Software Testing
Testing
Debugging
Systems Design
Snow Flake Schema
SQL
Apache Spark
PySpark
Amazon Web Services
Machine Learning (ML)
Training
Deep Learning
Privacy
Innovation
AIM
Law
Electronics
Job Details
Position Summary
Deliver production-grade machine learning products from end to end to make Samsung Ads a key player in the mobile performance ads market.
Role and Responsibilities
Job Description:
Deliver production-grade machine learning products from end to end to make Samsung Ads a key player in the mobile performance ads market. Design, develop and deploy state-of-the-art and scalable machine learning models to achieve different optimization goals (e.g., app-install optimization, ROAS optimization, retention, etc.). Research the latest machine learning technologies and keep up to date with industry trends and developments. Analyze complex problems with massive advertising data, identify gaps, and propose and execute technical proposals. Create prototypes of new ML-based solutions quickly and put them into production. Closely work with different internal ML teams (e.g., ML platform, ML serving, and MLOps teams) to improve our codebase and product health. Closely work with cross-functional partner teams in global settings to deliver new ML features and solutions and achieve business objectives. Mentor junior engineers and provide technical guidance.
Minimum Education & Experience Requirements:
Master's degree in Computer Science, Computer Engineering, a related field, or a foreign equivalent plus 1 year of post-baccalaureate experience in job offered or any engineering related job titles.
Applicants must have 1 year of experience in the following: (1) Production-grade machine learning solutions; (2) ML libraries including TensorFlow, PyTorch, Spark ML; (3) Object oriented programming with Python and GO; (4) Data structures and algorithms; (5) software testing including unit, integration, smoke, and canary testing; (6) debugging including reviewing error messages; (7) system design patterns; (8) Snowflake SQL, large-scale computing (Spark, PySpark), and AWS for Machine Learning model training; and (9) Deep learning.
Compensation for this role between $193,800 - $203,800/Year
No sponsorship available for this position.
#LI - DNI
Skills and Qualifications
* Please visit Samsung membership to see Privacy Policy, which defaults according to your location. You can change Country/Language at the bottom of the page. If you are European Economic Resident, please click here.
At Samsung, we believe that innovation and growth are driven by an inclusive culture and a diverse workforce. We aim to create a global team where everyone belongs and has equal opportunities, inspiring our talent to be their true selves. Together, we are building a better tomorrow for our customers, partners, and communities.
* Samsung Electronics America, Inc. and its subsidiaries are committed to employing a diverse workforce, and provide Equal Employment Opportunity for all individuals regardless of race, color, religion, gender, age, national origin, marital status, sexual orientation, gender identity, status as a protected veteran, genetic information, status as a qualified individual with a disability, or any other characteristic protected by law.
Reasonable Accommodations for Qualified Individuals with Disabilities During the Application Process
Samsung Electronics America is committed to providing reasonable accommodations for qualified individuals with disabilities in our job application process. If you have a disability and require a reasonable accommodation in order to participate in the application process, please contact our Reasonable Accommodation Team ) or for assistance. This number is for accommodation requests only and is not intended for general employment inquiries.
Deliver production-grade machine learning products from end to end to make Samsung Ads a key player in the mobile performance ads market.
Role and Responsibilities
Job Description:
Deliver production-grade machine learning products from end to end to make Samsung Ads a key player in the mobile performance ads market. Design, develop and deploy state-of-the-art and scalable machine learning models to achieve different optimization goals (e.g., app-install optimization, ROAS optimization, retention, etc.). Research the latest machine learning technologies and keep up to date with industry trends and developments. Analyze complex problems with massive advertising data, identify gaps, and propose and execute technical proposals. Create prototypes of new ML-based solutions quickly and put them into production. Closely work with different internal ML teams (e.g., ML platform, ML serving, and MLOps teams) to improve our codebase and product health. Closely work with cross-functional partner teams in global settings to deliver new ML features and solutions and achieve business objectives. Mentor junior engineers and provide technical guidance.
Minimum Education & Experience Requirements:
Master's degree in Computer Science, Computer Engineering, a related field, or a foreign equivalent plus 1 year of post-baccalaureate experience in job offered or any engineering related job titles.
Applicants must have 1 year of experience in the following: (1) Production-grade machine learning solutions; (2) ML libraries including TensorFlow, PyTorch, Spark ML; (3) Object oriented programming with Python and GO; (4) Data structures and algorithms; (5) software testing including unit, integration, smoke, and canary testing; (6) debugging including reviewing error messages; (7) system design patterns; (8) Snowflake SQL, large-scale computing (Spark, PySpark), and AWS for Machine Learning model training; and (9) Deep learning.
Compensation for this role between $193,800 - $203,800/Year
No sponsorship available for this position.
#LI - DNI
Skills and Qualifications
* Please visit Samsung membership to see Privacy Policy, which defaults according to your location. You can change Country/Language at the bottom of the page. If you are European Economic Resident, please click here.
At Samsung, we believe that innovation and growth are driven by an inclusive culture and a diverse workforce. We aim to create a global team where everyone belongs and has equal opportunities, inspiring our talent to be their true selves. Together, we are building a better tomorrow for our customers, partners, and communities.
* Samsung Electronics America, Inc. and its subsidiaries are committed to employing a diverse workforce, and provide Equal Employment Opportunity for all individuals regardless of race, color, religion, gender, age, national origin, marital status, sexual orientation, gender identity, status as a protected veteran, genetic information, status as a qualified individual with a disability, or any other characteristic protected by law.
Reasonable Accommodations for Qualified Individuals with Disabilities During the Application Process
Samsung Electronics America is committed to providing reasonable accommodations for qualified individuals with disabilities in our job application process. If you have a disability and require a reasonable accommodation in order to participate in the application process, please contact our Reasonable Accommodation Team ) or for assistance. This number is for accommodation requests only and is not intended for general employment inquiries.
Employers have access to artificial intelligence language tools (“AI”) that help generate and enhance job descriptions and AI may have been used to create this description. The position description has been reviewed for accuracy and Dice believes it to correctly reflect the job opportunity.