Applications and Machine Learning Engineer at Adobe

San Jose, California, United States

Adobe Logo
Not SpecifiedCompensation
Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Technology, SoftwareIndustries

Requirements

  • MS or equivalent experience in Engineering
  • 6+ years of proven experience working with Java/Python/C++
  • Experience building solutions employing large scale distributed systems for high efficiency, low latency applications
  • Experience in web services and REST
  • Experience in AWS/Microsoft Azure or the like for server-side deployments
  • Experience building backend API layers via SOAP, or REST API
  • Machine Learning exposure preferred
  • Excellent communication skills across function and internationally distributed teams
  • Preferred experience or exposure to: Messaging Queues Kafka/SQS; No-SQL databases like HBase/Cassandra/Mongodb/CouchDB or others; Real-time ingestion systems like Apache Storm/Apache Flink/Kafka Streams; Offline and batch processing systems like Apache Spark, Hadoop and others

Responsibilities

  • Be part of the core technical team for search/recommendation query services, search indexing, data streaming, search algorithms, visual search & deep learning in the context of the next generation Search & Discovery platform for Adobe
  • Help build a highly scalable, highly available, performant & reliable Search & Discovery platform to index billions of images, documents and other assets in real-time & power millions of search queries from flagship Adobe product experiences including Adobe Express, Adobe Photoshop, Adobe Acrobat, Lightroom & all Adobe asset management interfaces
  • Influence in a technical capacity the roadmap for new features and solutions in the realm of search & relevance to improve user experience for Adobe users

Skills

Machine Learning
Deep Learning
Search Algorithms
Visual Search
Gen AI
RAG
Data Streaming
Search Indexing
Scalable Systems
Real-time Processing

Adobe

Software solutions for content creation and marketing

About Adobe

Adobe provides a range of software solutions focused on digital experiences, catering to creative professionals, businesses, and educational institutions. Its main offerings include Adobe Creative Cloud, which contains tools for photography, graphic design, video editing, illustration, UI/UX design, 3D and augmented reality, and social media content creation. Adobe also offers marketing solutions through Adobe Experience Cloud and document management services via Adobe Document Cloud. The company operates on a subscription-based model, allowing users to access its software through monthly or annual plans, with special pricing available for students, teachers, and businesses. Adobe differentiates itself from competitors by providing a comprehensive suite of tools that cover various aspects of content creation and marketing, all integrated into one platform. The goal of Adobe is to empower users to create, manage, and optimize their digital content effectively.

San Jose, CaliforniaHeadquarters
1994Year Founded
$668.9MTotal Funding
IPOCompany Stage
Consumer Software, Enterprise Software, DesignIndustries
10,001+Employees

Benefits

Company Equity
401(k) Company Match

Risks

Emerging AI-driven design tools offer similar functionalities at lower costs.
Open-source alternatives may attract users away from Adobe's subscription model.
Data privacy concerns could affect trust in Adobe's cloud services.

Differentiation

Adobe offers a comprehensive suite for content creation, marketing, and document management.
Adobe's subscription model includes special pricing for students, teachers, and businesses.
Adobe integrates advanced analytics with Experience Cloud for data-driven marketing.

Upsides

Generative AI tools enhance Adobe's content creation and editing efficiency.
Remote work boosts demand for Adobe's cloud-based document management solutions.
AR's popularity in marketing benefits Adobe's 3D and AR tools.

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