Adobe Inc.

Sr Machine Learning Engineer

Adobe Inc.$183K — $265K *
Information Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 5+ years of experience in production ML systems, including GPU workloads
  • Experience designing large-scale, reliable cloud services
  • Strong background in model serving and inference optimization
  • Hands-on experience with computer vision and generative models
  • Proficiency in Python, PyTorch, and TensorFlow
  • Familiarity with Docker, Kubernetes, and AWS
  • Solid understanding of GPU systems in cloud environments

Responsibilities

  • Design and operate cloud services for ML and Generative AI features
  • Architect GPU-accelerated ML inference pipelines
  • Optimize ML models for improved production inference performance
  • Analyze and enhance AI workflow performance and stability
  • Integrate new ML models into production systems
  • Maintain CI/CD pipelines for ML-backed microservices
  • Ensure standards for observability and incident response

Benefits

  • Comprehensive benefits programs
  • Opportunity to work on innovative AI capabilities
  • Empowered company culture promoting impact and creativity
  • Access to a diverse, inclusive work environment
  • Career development opportunities within a leading tech company
Full Job Description
Adobe is looking for a Senior Machine Learning Services Engineer to help bring new AI and Generative AI capabilities into production across Adobe's flagship creative products. In this role, you will work at the intersection of applied ML, large-scale cloud services, and GPU-optimized inference, partnering closely with Adobe Research and product engineering teams to translate cutting-edge models into reliable, high-performance production services.

You will join a team responsible for the ML cloud services that power features used daily by millions of creators across products like Photoshop, Lightroom, Illustrator, Express, Stock, and enterprise surfaces. This is a hands-on senior IC role with meaningful technical ownership and direct impact on customer-facing AI experiences.

What you'll do

  • Design, build, and operate backend cloud services that power ML and Generative AI features across multiple Adobe products


  • Architect and optimize GPU-accelerated ML inference pipelines for scalability, cost efficiency, and reliability in production


  • Optimize ML models for production inference, including techniques such as quantization, pruning, graph optimization, batching, and hardware-aware tuning to improve latency, throughput, and cost


  • Analyze and improve performance, quality, stability, and throughput of end-to-end AI workflows


  • Lead the integration of new ML models into production systems, including model validation, regression testing, and quality evaluation


  • Build and maintain CI/CD pipelines supporting a suite of ML-backed microservices


  • Collaborate closely with Research, Product, and Engineering partners to productionize new ML capabilities


  • Ensure services meet production standards for observability, monitoring, logging, and incident response


  • Participate in on-call and production support, contributing to a culture of operational excellence


What you need to succeed

  • 5+ years of experience building, optimizing, and operating ML systems in production, including GPU-based workloads


  • Proven experience designing large-scale, reliable cloud services with strong performance and availability requirements


  • Strong background in model serving and inference optimization, including techniques for conversion, compression, and orchestration


  • Hands-on experience with computer vision and/or generative models, such as GANs, diffusion models, CLIP, or MLLMs


  • Proficiency with core technologies such as:


  • Python, PyTorch, TensorFlow


  • NVIDIA Triton, TorchServe, ONNX, AIT, AOT, CUDA


  • Docker, Kubernetes, AWS


  • Solid understanding of GPU systems, drivers, and deployment considerations in cloud environments


  • Ability to work independently on complex systems while collaborating effectively across teams

About Adobe Inc.

The Omniture product suite provides an integrated set of services: advanced web analytics and segmentation (SiteCatalyst, Discover and Data Warehouse), search marketing (SearchCenter), optimization (Advanced Testing and Targeting -- Offermatica and TouchClarity), and the marketing integration platform (Genesis). They also have an iPhone application that allows customers to sign into their Omniture account and view statistics from anywhere.

Adobe Inc. Careers

Join Adobe Inc., a global leader in digital media and digital marketing solutions, and be part of a team that thrives on innovation and creativity. Adobe offers unparalleled job opportunities that propel your career forward in an environment that fosters growth and leadership. Work You’ll Do At Adobe, you will be immersed in an atmosphere of innovative solutions and exceptional leadership, contributing to projects that drastically change the landscape of digital content. Our team at Adobe is dedicated to empowering creatives and enterprises alike through cutting-edge technology and expertise. Transform the World with Your Creativity Adobe’s mission is to change the world through digital experiences. We are looking for professionals who are passionate about creativity, technology, and driving significant market evolution. Join a diverse team that values individuality and the fresh perspectives each member brings. Lead in a Culture of Innovation Adobe Inc. is synonymous with fostering a culture of innovation where your ideas can pave the way for groundbreaking digital solutions. Our leadership is committed to nurturing a dynamic and inclusive workplace that promotes career growth and development. Collaborate with the Best Work alongside a global team of talented professionals who are leaders in their fields. At Adobe, you will enhance your skills through collaboration and be inspired by the creativity and dedication of your teammates. Our networking opportunities within the company are designed to foster connections that lead to lasting professional relationships. Explore Career Opportunities Adobe Inc. offers a range of career paths from software engineering to marketing, customer experience to IT. Explore job opportunities and internships that align with your skills and passions. Adobe is committed to hiring the best talent and providing them with the training, benefits, and support needed to succeed. Innovate and Grow Drive innovation as part of the Adobe team and see firsthand how your work contributes to the company’s success and your personal growth. Engage in projects that push the boundaries of technology and creativity. Future-Proof Your Career Adobe is dedicated to the development of its employees at all stages of their careers. We offer comprehensive training programs, including leadership development and diversity training, to ensure you are equipped for the future. Our benefits package is designed to support the well-being and financial security of our team members and their families. Stay Connected Join Our Team Search open positions that match your skills and interests. We look for driven, curious, creative, and solution-oriented team players. Start your journey with Adobe today by exploring our exciting career and internship opportunities. Keep Up to Date Stay ahead with career tips, insider perspectives, and industry-leading insights you can put to use today—all from the people who work here. READ CAREERS BLOG Job Alert Emails Customize your subscription to receive job alerts, the latest news, and insider tips tailored to your preferences. Discover the rewarding and exciting opportunities that await at Adobe Inc.
Learn more about Adobe Inc.
Size
25,988 employees
Market Cap
$154.8 billion
Industry
Net Income
$5.2 billion
Founded
1982
5 Year Trend
+21.9%
Revenue
$12.8 billion
NASDAQ

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