73 applicants

Company

Original Job Post

Samsung Electronics America · 1 week ago

Machine Learning Model Engineer

LA Metro Area

Full-time

Hybrid

Senior Level

$230K/yr - $280K/yr

3+ years exp

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Manufacturing

H1B Sponsorship

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Insider Connection @Samsung Electronics America

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Responsibilities

Lead a team to deliver production-grade machine learning solutions with notable business impact from end to end

Design, develop, and deploy scalable low-latency machine learning products

Communicate with various stakeholders to understand business requirements, manage expectations, and create effective roadmaps

Closely work with machine learning platform and serving teams to deploy and streamline machine learning pipelines

Optimize and scale up existing machine learning products

Closely work with the MLOps team to ensure product health

Closely work with external partners to introduce new machine learning features and tools

Research the latest machine learning technologies and keep up-to-date with industry trends and developments

Create quick prototypes and proof-of-concepts for new features

Design and implement next-generation machine learning models with advanced technologies

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 MiningProduction-Grade SolutionsML LibrariesBig Data ToolsProgrammingPythonGoOOP LanguagesData StructuresAlgorithmsSoftware EngineeringSQLDatabasesCommunicationInterpersonalAmazon Web Services (AWS)Advertising IndustryReal-time Bidding (RTB)

Required

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

5+ years of industry experience with a Master’s degree or 3+ years of industry experience with a PhD degree

Solid theoretical background in machine learning and/or data mining

Rich hands-on experience with production-grade machine learning solutions

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

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, AAAI, IJCAI, etc.)

Basic knowledge about Amazon Web Services (AWS)

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

Benefits

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

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)