Information Retrieval Engineer at Adobe

San Jose, California, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

TechnologyIndustries

Requirements

4+ years of experience in information retrieval, data engineering, or ML infrastructure
Experience in building and deploying RAG pipelines or semantic search systems using well-known search platforms (Elastic, Lucene, Vespa, Pinecone)
Expert programming skills in Python, and experience with frameworks such as Haystack, LangChain, or LangGraph
Extensive expertise in search result evaluation methods
Familiarity with cloud platforms (Azure, AWS) and containerization/orchestration (Docker, Kubernetes)
Understanding of ML pipelines, monitoring, and MLOps standards
Preferred Qualifications
Experience with graph databases (Neo4j, TigerGraph) or building knowledge graphs
Experience with streaming platforms such as Apache Flink, Spark Streaming, Kafka Streams
Background in IR/NLP, search engineering, or cognitive computing
Degree in Computer Science, Information Systems, or a related field, or equivalent experience

Responsibilities

Build ingestion pipelines for structured and unstructured data sources
Implement sparse and dense, semantic and lexical indexing, as well as metadata enrichment strategies
Contribute to the creation and maintenance of multi-modal brand-specific ontologies and graphs for context linking, disambiguation, and brand-aware creative production
Ensure data freshness, versioning, and reliability in retrieval systems
Implement hybrid search strategies to optimize precision and recall for brand-specific contexts using vector and graph databases
Optimize intelligent query understanding and planning mechanisms for enterprise-grade use cases
Directly engage with product managers and engineers to align retrieval outputs with creative workflows, with unparalleled scalability, efficiency, and performance
Monitor retrieval system health with metrics such as accuracy, latency, and fallback rate
Implement caching, prefetching, and de-duplication strategies to deliver low-latency, high-throughput experiences

Skills

Information Retrieval

Machine Learning

Large Scale Systems

Data Ingestion Pipelines

Sparse Indexing

Dense Retrieval

Semantic Indexing

Lexical Indexing

Metadata Enrichment

Ontologies

Knowledge Graphs

Multi-Modal Models

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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