Principal Scientist at Adobe

Bengaluru, Karnataka, India

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Not SpecifiedCompensation

Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Technology, SoftwareIndustries

Requirements

Strong background in distributed storage (Delta Lake, Iceberg), compute (Spark), data warehousing (Snowflake, BigQuery, Redshift), and cloud services (Azure, AWS, GCP)
Experience with foundation models (OpenAI, Anthropic, Llama, Gemini) and model adaptation techniques
Experience architecting RAG (Retrieval-Augmented Generation) pipelines and optimizing vector databases (FAISS, Pinecone, Weaviate, Milvus) for enterprise-grade AI solutions
Ability to design and deploy high-performance, low-latency distributed systems that scale globally
Contributions to open-source projects

Responsibilities

Lead the technical design, implementation, and evolution of AEP Knowledge Base and Agentic AI systems
Work hands-on with foundation models (OpenAI, Anthropic, Llama, Gemini) and model adaptation techniques
Architect RAG (Retrieval-Augmented Generation) pipelines and optimize vector databases (FAISS, Pinecone, Weaviate, Milvus) for enterprise-grade AI solutions
Design and deploy high-performance, low-latency distributed systems that scale globally
Establish guidelines for evaluation, safety, and guardrails for system behaviour
Collaborate with research and product teams to integrate modern capabilities into the Platform
Mentor engineers, drive technical excellence, and foster a culture of continuous learning

Skills

Customer Intelligence

Data Science

Machine Learning

Customer Analytics

Digital Experiences

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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