Senior Machine Learning Engineer at Scribd

Atlanta, Georgia, United States

Scribd Logo
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
TechnologyIndustries

Requirements

  • Senior-level expertise in machine learning engineering, capable of leading design, architecture, and optimization of high-impact ML systems serving millions of users in near real time
  • Proficiency with tech stack: Python, Golang, Scala, Ruby on Rails; Airflow, Databricks, Spark; AWS Sagemaker, Weaviate, feature store, model registry, model serving platforms, LLM providers (OpenAI, Anthropic, Gemini); HTTP APIs, gRPC; AWS (Lambda, ECS, EKS, SQS, ElastiCache, CloudWatch), Datadog, Terraform
  • Experience driving technical direction for platform and product-facing ML initiatives
  • Ability to lead complex, cross-team projects from conception to production deployment
  • Strong mentoring skills to guide other engineers and establish best practices for scalable, reliable ML systems
  • Capability to influence ML Platform roadmap and architecture
  • GRIT qualities: set and achieve Goals, achieve Results, contribute Innovative ideas, positively influence Team

Responsibilities

  • Lead the design and architecture of ML pipelines, from data ingestion and feature engineering to model training, deployment, and monitoring
  • Own the technical direction of core ML Platform components such as the feature store, model registry, and embedding-based retrieval systems
  • Collaborate with product software engineers to deliver ML models that enhance recommendations, personalization, and generative AI features
  • Guide experimentation strategy, A/B testing design, and performance analysis to inform product decisions
  • Drive technical direction for both platform and product-facing ML initiatives
  • Lead complex, cross-team projects from conception to production deployment
  • Mentor other engineers and establish best practices for building scalable, reliable ML systems
  • Influence the roadmap and architecture of the ML Platform

Skills

Key technologies and capabilities for this role

Machine LearningRecommendationsGenerative AIPersonalizationML Platform

Questions & Answers

Common questions about this position

What is the work arrangement or location policy at Scribd?

Scribd offers Scribd Flex, allowing employees in partnership with their manager to choose a daily work-style that suits their needs, balancing flexibility and community connections. Occasional in-person attendance is required for all employees to build collaboration, culture, and connection, regardless of location.

What does GRIT mean in Scribd's hiring and culture?

GRIT stands for setting and achieving Goals, achieving Results within job responsibilities, contributing Innovative ideas and solutions, and positively influencing the broader Team through collaboration and attitude. Scribd hires for GRIT, emphasizing passion, perseverance, and these standards.

What are the main responsibilities of the Senior Machine Learning Engineer?

The role involves driving technical direction for platform and product-facing ML initiatives, leading complex cross-team projects from conception to production, mentoring engineers, establishing best practices for scalable ML systems, and influencing the ML Platform roadmap and architecture.

What does the Machine Learning team at Scribd work on?

The team builds the Orion ML Platform with core infrastructure like feature store, model registry, model inference systems, and embedding-based retrieval, and delivers ML integrations for product features such as recommendations, personalization, and AskAI LLM experiences.

What makes a strong candidate for this Senior Machine Learning Engineer role?

Strong candidates demonstrate GRIT by setting and achieving goals, delivering results, innovating, and collaborating with teams. Experience leading ML system design, architecture, optimization for high-scale real-time applications, cross-team projects, and mentoring aligns with the role's expectations.

Scribd

Digital library and e-book subscription service

About Scribd

Scribd is a digital library and e-book subscription service that provides users with access to a wide variety of reading materials, including e-books, audiobooks, magazines, and documents. Users pay a monthly subscription fee to enjoy unlimited access to this extensive library, which features bestsellers, classic literature, and academic papers. Scribd stands out from competitors like Amazon's Kindle Unlimited and Audible by offering a more diverse range of content types and a user-friendly interface that enhances the reading experience. Additionally, Scribd fosters community engagement through features like ScribdChat, allowing interaction between authors and readers, as well as curated reading lists that highlight relevant content. The company's goal is to serve a broad audience of readers, from casual readers to professionals, by providing a rich and varied digital content library.

San Francisco, CaliforniaHeadquarters
2007Year Founded
$102.9MTotal Funding
LATE_VCCompany Stage
Consumer Software, EntertainmentIndustries
201-500Employees

Benefits

Diversity, Equity, and Inclusion - A robust Diversity, Equity and Inclusion program that includes company-wide training, equitable hiring best practices, Employee Resource Groups, and company-wide goals.
Scribd flex - We embrace flexibility as a key principle and will allow employees, in partnership with their manager, to choose the workstyle that best suits their individual needs and preferences.
Health, Dental, Vision, Life & Disability - We offer comprehensive healthcare plans and cover premiums for employees at 100%. PPO, HMO, and High Deductible Health Plans are available so you can choose whichever coverage supports your lifestyle best.
Matching 401(k) - Easily save for retirement with our 401(k) plan and take advantage of up to 3% company match with no waiting period.
Paid Time Off - A generous paid time off program that includes vacation time, personal days, sabbaticals, volunteer time, winter break, sick time, and more.
Paid parental leave - We provide paid time away from work for our new biological, adoptive, or foster parents.
Wellbeing - Resources, workshops & events to support your wellbeing journey: Mind, Body & Soul.
Curated Career Paths and Continuous Learning - The power to explore career paths & possibilities, and the tools to support your growth. From continuing education, degrees, or certifications, we support our employee’s career journeys.

Risks

Credit-based model may alienate users preferring unlimited access.
Spotify's competitive pricing could draw subscribers away from Scribd.
New CEO may disrupt Scribd's current business model and market position.

Differentiation

Scribd offers a diverse range of content types beyond just e-books.
The platform includes features like ScribdChat for author-reader interaction.
Scribd's user-friendly interface enhances the overall reading experience.

Upsides

Tony Grimminck's appointment as CEO suggests potential strategic expansions.
The credit-based model could attract users seeking flexible content access.
Growing audiobook demand presents a market opportunity for Scribd.

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