Member of Technical Staff, Machine Learning
Runway$260,000 - $325,000/year
Full Time
Senior (5 to 8 years)
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Biotechnology, MediaIndustries
Requirements
Candidates should have experience building and operating services in Go, Python, and Ruby, with a focus on creating fast, reliable, and cost-efficient pipelines. Experience with large-scale A/B and multivariate experiments is necessary, as is the ability to transform diverse datasets into actionable insights. Familiarity with generative AI for conversational recommendations, document understanding, and advanced search capabilities is also required.
Responsibilities
The Senior Machine Learning Engineer will design, build, and optimize ML systems for recommendations, search, and generative AI features across the entire lifecycle, from data ingestion to model training, deployment, and monitoring. This role involves collaborating with engineering and analytics teams to build data pipelines on Databricks, training and deploying ML models, running experiments to measure impact, and partnering with product managers, data scientists, and analysts to deliver next-generation AI features like doc-chat and ask-AI.
Skills
Machine Learning
Backend Engineering
Personalized Discovery
Data Analysis
Problem-Solving
Collaboration
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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