Talent.com
Lead GenAI Systems & Data Architect

Lead GenAI Systems & Data Architect

AdobeSan Francisco
job_description.job_card.30_days_ago
serp_jobs.job_preview.job_type
  • serp_jobs.job_card.full_time
job_description.job_card.job_description

Our Company

Changing the world through digital experiences is what Adobe’s all about. We give everyone—from emerging artists to global brands—everything they need to design and deliver exceptional digital experiences! We’re passionate about empowering people to create beautiful and powerful images, videos, and apps, and transform how companies interact with customers across every screen.

We’re on a mission to hire the very best and are committed to creating exceptional employee experiences where everyone is respected and has access to equal opportunity. We realize that new ideas can come from everywhere in the organization, and we know the next big idea could be yours!

The Opportunity

The Training Data Ecosystem for Generative AI ( AI-Platform) team at Adobe Firefly is looking for a lead architect to spearhead the design of our GenAi training data ecosystem as well as inference and training code bases. We are looking for proven experience in architecting and building large-scale distributed platforms and a strong background in GenAi / ML, data engineering, and large-scale data management. A passion for enabling cutting-edge AI research and product development is also a must.

This role combines both coordination skills across ML projects and hands-on delivery to evolve the training data ecosystem that powers our generative AI models for content synthesis and editing. This role is pivotal in building and scaling the data infrastructure, pipelines, and strategies essential for developing the next generation of creative tools.

As an architect for GenAi systems and data platforms at Adobe, you will be joining an outstanding team. You will have the opportunity to research, develop, and deploy large-scale machine learning solutions to advance the Creativity world through features in Adobe's products, reaching millions of people worldwide!

Job Responsibilities

  • Work closely with data scientists, engineers, researchers, and product managers to build AI / ML solutions on the training data ecosystem to deliver a robust, scalable, and efficient data pipelines for the entire training data lifecycle.
  • Execute the comprehensive strategy for acquiring, processing, curating, annotating, versioning, and ensuring the quality of large-scale training datasets for Adobe Firefly.
  • Work across organizational boundaries to align priorities and drive projects forward.
  • Evaluate and integrate new tools, technologies, and methodologies to continuously improve the training data infrastructure, workflows, and team productivity.

What You'll Need to Succeed

Core Qualifications :

  • Masters or in Computer Science, Data Science, Engineering, AI / ML, or a related technical field.
  • Proficient in Python and PyTorch.
  • Proven ability in building, deploying, measuring, and maintaining large-scale generative models (, GANs, diffusion models, Transformers).
  • Proven ability in building large-scale distributed ML pipelines focusing on Generative Ai.
  • In-depth knowledge of machine learning algorithms and their applications to business problems with focus on Generative AI specially image and video.
  • Deep understanding of the end-to-end data lifecycle for machine learning, particularly the unique challenges and requirements for training large-scale generative models (, GANs, diffusion models).
  • Proficiency with cloud-based data storage and processing technologies (, AWS S3 / Glue / EMR, Azure Blob Storage / Data Factory, GCP Cloud Storage / Dataflow, Spark, Databricks, Snowflake).
  • Preferred Experience :

  • Experience in full-stack development covering both frontend (UI / UX) and backend as well as familiarity with API design, RESTful services, CI / CD pipelines.
  • Experience with MLOps principles and tools, particularly those focused on data management, data versioning (, DVC), and experiment tracking for ML.
  • A track record of contributions to open-source data tools, relevant academic publications, or patents in the data management space.
  • Experience supporting large-scale generative model training through the delivery of robust and high-quality data solutions.
  • Expertise in data quality assessment methodologies, data governance frameworks, data versioning strategies, and data annotation / labeling techniques and platforms.
  • Experience working directly with, and managing, large-scale image and / or video datasets, including their acquisition, processing, and quality control.
  • FireflyGenAI

    Our compensation reflects the cost of labor across several geographic markets, and we pay differently based on those defined markets. The pay range for this position is $162,000 $301,200 annually. Pay within this range varies by work location and may also depend on job-related knowledge, skills, and experience. Your recruiter can share more about the specific salary range for the job location during the hiring process.

    At Adobe, for sales roles starting salaries are expressed as total target compensation (TTC = base + commission), and short-term incentives are in the form of sales commission plans. Non-sales roles starting salaries are expressed as base salary and short-term incentives are in the form of the Annual Incentive Plan (AIP).

    In addition, certain roles may be eligible for long-term incentives in the form of a new hire equity award.

    State-Specific Notices :

    California :

    Fair Chance Ordinances

    Adobe will consider qualified applicants with arrest or conviction records for employment in accordance with state and local laws and “fair chance” ordinances.

    Colorado :

    Application Window Notice

    If this role is open to hiring in Colorado (as listed on the job posting), the application window will remain open until at least the date and time stated above in Pacific Time, in compliance with Colorado pay transparency regulations. If this role does not have Colorado listed as a hiring location, no specific application window applies, and the posting may close at any time based on hiring needs.

    Massachusetts :

    Massachusetts Legal Notice

    It is unlawful in Massachusetts to require or administer a lie detector test as a condition of employment or continued employment. An employer who violates this law shall be subject to criminal penalties and civil liability.

    serp_jobs.job_alerts.create_a_job

    System Architect • San Francisco

    Job_description.internal_linking.related_jobs
    • serp_jobs.job_card.promoted
    AI Systems Architect

    AI Systems Architect

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for an AI-Powered RevOps Systems Architect.Key Responsibilities Lead the technical implementation of AI tools and agents to enhance automations across the B2B revenue engine ...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_30
    • serp_jobs.job_card.promoted
    Senior Solution Architect

    Senior Solution Architect

    VirtualVocationsFremont, California, United States
    serp_jobs.job_card.full_time
    Solution Architect specializing in Process Automation with experience in the Life Sciences industry.Key Responsibilities Lead technical solutioning for process and batch automation projects Engi...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_30
    • serp_jobs.job_card.promoted
    Senior Solutions Architect

    Senior Solutions Architect

    VirtualVocationsSanta Clara, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Senior Solutions Architect.Key Responsibilities Design and implement data solutions while managing project delivery for external customers Lead and mentor a team of Da...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_30
    • serp_jobs.job_card.promoted
    Enterprise AI Architect

    Enterprise AI Architect

    VirtualVocationsSunnyvale, California, United States
    serp_jobs.job_card.full_time
    A company is looking for an Architect, Data Engineering (Enterprise AI Architect).Key Responsibilities Design AI ready data environments that integrate structured and unstructured data for advanc...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_variable_days
    • serp_jobs.job_card.promoted
    Azure Data Architect

    Azure Data Architect

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for an Azure Data Platform Solution Architect.Key Responsibilities Designs business application systems to meet corporate needs and manages project schedules and budgets Coo...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_variable_days
    • serp_jobs.job_card.promoted
    Head of AI Architecture

    Head of AI Architecture

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Head of AI Architecture.Key Responsibilities Guide the company's LLM and GenAI initiatives to enhance efficiency and automation Design and implement data pipelines for...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_variable_days
    • serp_jobs.job_card.promoted
    Chief Data Architect

    Chief Data Architect

    VirtualVocationsSan Francisco, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Chief Data Architect to lead the development of the organization's data strategy and architecture. Key Responsibilities Defines the enterprise data strategy, governance,...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_variable_days
    • serp_jobs.job_card.promoted
    Data Solution Architect

    Data Solution Architect

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Data Solution Architect who will drive data architecture strategies to support business goals. Key Responsibilities Implement data architecture strategies and collaborat...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_30
    • serp_jobs.job_card.promoted
    Principal System Architect

    Principal System Architect

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Principal System Architect with extensive experience in designing and implementing enterprise cybersecurity architectures. Key Responsibilities Provide daily technical s...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_variable_days
    • serp_jobs.job_card.promoted
    Solutions Architect - Databricks

    Solutions Architect - Databricks

    VirtualVocationsSunnyvale, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Solutions Architect - Databricks.Key Responsibilities Design scalable, secure, and high-performance data architectures Translate business requirements into robust tech...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_30
    • serp_jobs.job_card.promoted
    AWS Solutions Architect

    AWS Solutions Architect

    VirtualVocationsFremont, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Software Architect.Key Responsibilities Lead sessions with business and technical experts to understand and document requirements Consult on technology stack choices a...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_30
    • serp_jobs.job_card.promoted
    AI Architect

    AI Architect

    VirtualVocationsFremont, California, United States
    serp_jobs.job_card.full_time
    A company is looking for an AI Architect to shape its enterprise AI strategy and drive responsible AI adoption.Key Responsibilities Shape and evolve the company's AI strategy in alignment with bu...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_30
    • serp_jobs.job_card.promoted
    Master Data Solutions Architect

    Master Data Solutions Architect

    VirtualVocationsSunnyvale, California, United States
    serp_jobs.job_card.full_time
    A company is looking for an Associate Principal Solutions Architect (Master Data Solutions Architect).Key Responsibilities Lead discovery and solution architecture across various Master Data Prod...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_variable_days
    • serp_jobs.job_card.promoted
    • serp_jobs.job_card.new
    Senior Customer Solutions Architect

    Senior Customer Solutions Architect

    VirtualVocationsFremont, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Senior Customer Solutions Architect.Key Responsibilities Act as the technical authority on the platform and serve as the customer's primary advisor Drive customer adop...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_variable_hours
    • serp_jobs.job_card.promoted
    Chief Enterprise Architect

    Chief Enterprise Architect

    VirtualVocationsFremont, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Chief Enterprise Architect to define and oversee enterprise-wide architecture strategy.Key Responsibilities Establish and communicate technical architecture strategy al...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_variable_days
    • serp_jobs.job_card.promoted
    Data Architect

    Data Architect

    VirtualVocationsSanta Clara, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Data Architect to manage an enterprise data lakehouse and lead a team of data professionals.Key Responsibilities Manage Databricks platform administration and maintain ...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_30
    • serp_jobs.job_card.promoted
    IT Architecture Lead

    IT Architecture Lead

    VirtualVocationsFremont, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Lead, IT Architecture.Key Responsibilities Design, build, and maintain reusable infrastructure patterns and advanced CI / CD systems Engage with developers to gather req...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_variable_days
    • serp_jobs.job_card.promoted
    AWS Cloud Architect

    AWS Cloud Architect

    VirtualVocationsFremont, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Cloud Architect-AWS.Key Responsibilities Design, plan, and implement AWS infrastructure solutions Lead and deliver enterprise AWS projects, including architecture and ...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_30
    • serp_jobs.job_card.promoted
    Cloud Software Architect

    Cloud Software Architect

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Cloud Software Architect to lead the design and development of cloud-native SaaS applications. Key Responsibilities Develop software architectures and designs in alignme...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_variable_days
    • serp_jobs.job_card.promoted
    Data Solutions Architect

    Data Solutions Architect

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Data Solutions Architect to work remotely.Key Responsibilities Design and govern the enterprise data platform, ensuring scalability and sustainability Define Azure res...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_30