All roles

Open role

[Remote] Machine Learning Engineer 5 - Globalization

Remote · South Korea Full-time

Note: The job is a remote job and is open to candidates in USA. Netflix is a global entertainment company dedicated to pushing the boundaries of storytelling and technology. They are seeking an experienced Machine Learning Engineer to design and build systems for training and inference efficiency of Large Language Models and other media ML models, collaborating with a cross-functional team to deliver impactful ML solutions.

Responsibilities

  • Design and build scalable training and inference systems for LLMs, Multimodal LLMs, and other media ML models
  • Optimize end-to-end training: data pipelines (streaming, sharding, bucketing), distributed training (parallelism strategies), and mixed precision
  • Optimize inference and serving: KV cache, batching, quantization, and long-context handling
  • Scale model training and inference into robust, performant systems integrated into Netflix workflows
  • Act as a technical thought leader for training and inference efficiency, driving initiatives that significantly improve scalability, latency, and reliability
  • Mentor and uplevel other engineers and scientists in large-scale ML systems and performance engineering

Skills

  • Extensive experience in ML engineering for large, production-grade systems using LLMs, Multimodal LLMs, and other media ML models
  • Deep hands-on expertise in training optimization: high-throughput data loading (streaming, sharding, bucketing); distributed training (parallelism strategies); GPU/accelerator optimization
  • Strong experience in inference optimization: KV cache design and optimization; batching and scheduling for high-throughput, low-latency serving; quantization and/or model compression
  • Proficient with PyTorch and solid software engineering fundamentals (testing, observability, performance profiling)
  • Proven track record of leading ML initiatives and partnering with stakeholders to define and execute impactful roadmaps
  • Exceptional communication and collaboration skills; comfortable with ambiguity and high ownership
  • Netflix culture resonates with you

Benefits

  • Health Plans
  • Mental Health support
  • A 401(k) Retirement Plan with employer match
  • Stock Option Program
  • Disability Programs
  • Health Savings and Flexible Spending Accounts
  • Family-forming benefits
  • Life and Serious Injury Benefits
  • Paid leave of absence programs
  • Full-time hourly employees accrue 35 days annually for paid time off to be used for vacation, holidays, and sick paid time off
  • Full-time salaried employees are immediately entitled to flexible time off

Company Overview

  • Netflix is an online streaming platform that enables users to watch TV shows and movies. It was founded in 1997, and is headquartered in Los Gatos, California, USA, with a workforce of 10001+ employees. Its website is https://www.netflix.com.
  • Company H1B Sponsorship

  • Netflix has a track record of offering H1B sponsorships, with 65 in 2026, 310 in 2025, 309 in 2024, 191 in 2023, 261 in 2022, 268 in 2021, 225 in 2020. Please note that this does not guarantee sponsorship for this specific role.
  • More open positions

    [Remote] Enterprise Account Executive

    Work from home Full-time role

    [Remote] Head of Business Systems & Operations

    Work from home Full-time role

    [Remote] Senior Software Engineer, Security Products

    Work from home Full-time role

    [Remote] Senior Data Scientist, Revenue Analytics

    Work from home Full-time role

    [Remote] Medicaid Researcher, Healthcare Innovations

    Work from home Full-time role

    Auto Adjuster I, II or Sr.

    Work from home Full-time role

    Specialty Care Field Medical, Director, MD

    Work from home Full-time role

    Database Administrator III USA > TX > Remote

    Work from home Full-time role

    Insurance Sales Producer

    Work from home Full-time role

    Senior Software Developer

    Work from home Full-time role

    Sr. Structural Engineer (Remote - NW Region)

    Work from home Full-time role

    Sales Intern

    Work from home Full-time role

    Cost Manager / Quantity Surveyor - Data Center Construction (Heavy Civil)

    Work from home Full-time role

    [Remote] AI Trainer - Advanced Mandarin Fluency (Spain)

    Work from home Full-time role

    Conflicts Analyst

    Work from home Full-time role

    PRN Nurse Informatics Specialist (Local / Hybrid)

    Work from home Full-time role

    Remote Customer Service Representative – Loyalty & Retention Specialist – Work‑From‑Home – careerzynith

    Work from home Full-time role

    Customer Service Professional – Remote Multi‑Channel Support Specialist (Phone, Chat & Email) – Build Strong Client Relationships & Drive Satisfaction

    Work from home Full-time role

    Entry-Level Remote Data Entry Specialist – Specialty Pharmacy Analytics & Business Intelligence – Philippines (careerzynith)

    Work from home Full-time role

    Work at Home Chat Support assistant for Moms with No Experience

    Work from home Full-time role

    IT Eligibility Project Management Advisor - Express Scripts - Remote

    Work from home Full-time role