49 applicants

Company

Original Job Post

Samsung Electronics America · 2 days ago

Senior Machine Learning Model Engineer

NYC Metro Area

Full-time

Hybrid

Senior Level

$230K/yr - $280K/yr

4+ years exp

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Manufacturing

H1B Sponsorship

Actively Hiring

Hiring Manager

James Trainor Jr

Insider Connection @Samsung Electronics America

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Responsibilities

A tech lead role to lead and 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 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.

Learn quickly and adapt to a fast-paced working environment.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Machine LearningData MiningTensorFlowPyTorchSpark MLBig Data ToolsMapReduceSparkFlinkKafkaPythonGoOOP LanguagesData StructuresAlgorithmsSoftware EngineeringSQLDatabasesProblem-SolvingCommunicationInterpersonalTPAMINeurIPSICMLICLRKDDWWWSIGIRAAAIIJCAI

Required

Master’s or PhD degree in Computer Science or related fields.

4+ years of industry experience with a Master’s degree or 2+ years of industry experience with a PhD degree.

Solid theoretical background in machine learning and/or data mining.

Proficiency in mainstream ML libraries (e.g., TensorFlow, PyTorch, Spark ML, etc.).

Hands-on experience with production-grade machine learning solutions.

Experience with mainstream big data tools (e.g., MapReduce, Spark, Flink, Kafka, etc.).

Extensive programming experience in Python, Go, or other OOP languages.

Familiarity with data structures, algorithms, and software engineering principles.

Proficiency in SQL and databases.

Strong communication and interpersonal skills to drive cross-functional partnerships.

Preferred

Publications in top relevant venues (e.g., TPAMI, NeurIPS, ICML, ICLR, KDD, WWW, SIGIR, AAAI, IJCAI, etc.).

Basic knowledge about Amazon Web Services (AWS).

Experience with the advertising industry and real-time bidding (RTB) ecosystem.

Company

Samsung Electronics America

Glassdoor

3.6

Samsung Electronics America engages in high-tech electronics manufacturing and digital media.

Founded in 1938

Ridgefield Park, New Jersey, USA

1,001-5,000 employees

http://www.samsung.com/us/

H1B Sponsorship

Samsung Electronics America has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Trends of Total Sponsorships

2023 (96)

2022 (178)

2021 (184)

2020 (144)