Adobe Inc.

Machine Learning Engineer

Adobe Inc.$238K — $345K *
Enterprise Technology
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • 10+ years in enterprise software development with a focus on Machine Learning and Agentic AI systems.
  • Strong backend engineering skills in Python.
  • Experience in building APIs, distributed systems, and data pipelines.
  • Hands-on experience with LLMs and vector databases like Pinecone or Milvus.
  • Proficient with ML frameworks (PyTorch, TensorFlow, Hugging Face) and cloud platforms (AWS, Azure, GCP).

Responsibilities

  • Architect, implement, and scale backend services for AI applications.
  • Design APIs and microservices integrating LLMs and knowledge retrieval systems.
  • Build infrastructure for task planning, tool use, and state management for AI agents.
  • Ensure reliability, performance, and security of backend systems.
  • Develop monitoring and observability for agent behaviors and ML pipelines.
  • Collaborate with product and design teams for scalable backend solutions.
  • Research emerging trends in LLMs, multi-agent systems, and autonomous AI.

Benefits

  • Work with a startup-like environment within a large tech company.
  • Chance to innovate and explore next-gen AI solutions.
  • Access to resources and tools for impactful project development.
  • Collaboration with talented engineers and designers.
  • Opportunity for continuous learning and staying at the forefront of AI advancements.
Full Job Description
The Opportunity

This is a position where you will build and launch a new product within Adobe working in an exciting org that is incubating next-generation ideas. This role is an outstanding opportunity to operate as a startup founding engineer while having the resources of an innovative, large technology company. Build the next generation agentic AI platform working with other engineers and designers to bring the new Adobe product to life.

The Challenge

We are looking for a Staff Backend Engineer with 10+ years of experience in enterprise software development using Machine Learning and Agentic AI systems to help design and scale the infrastructure behind intelligent, autonomous applications. You'll work at the intersection of backend engineering, applied ML, and AI agent orchestration. Your role includes building APIs, data pipelines, and runtime frameworks for intelligent workflows.

If you enjoy solving complex distributed systems challenges, experimenting with innovative ML/LLM techniques, and pushing the boundaries of how AI agents interact with humans and software, this role is for you.

Responsibilities

  • Architect, implement, and scale backend services that support AI applications powered by machine learning and autonomous agents.


  • Design APIs and microservices that integrate LLMs, vector databases, and knowledge retrieval systems.


  • Build infrastructure for AI agents (task planning, tool use, orchestration, state management).


  • Ensure backend systems are reliable, performant, and secure at scale.


  • Develop monitoring, logging, and observability for agent behaviors and ML pipelines.


  • Work closely with product and design teams to translate requirements into scalable backend solutions.


  • Stay ahead of with emerging research in LLMs, multi-agent systems, and autonomous AI.


What is needed to Succeed

  • BA/BS or MS degree in Computer Science, Engineering, or equivalent experience.


  • Strong backend engineering skills with Python


  • Proficiency in Agentic AI development


  • Proficiency in building APIs, distributed systems, and data pipelines.


  • Hands-on experience with LLMs, vector databases (Pinecone, Weaviate, FAISS, Milvus), and ML deployment frameworks.


  • Understanding of agentic AI concepts (tool calling, memory, planning, reasoning).


  • Familiarity with ML frameworks such as PyTorch, TensorFlow, Hugging Face Transformers, LangChain, LlamaIndex.


  • Experience with cloud platforms (AWS/Azure/GCP) and containerization (Docker, Kubernetes).


  • Solid knowledge of databases (SQL and NoSQL) and event-driven architectures.


Nice to Have

  • Familiarity with LangGraph, AutoGen, or other agentic frameworks.


  • Contributions to open-source ML or AI infrastructure projects.


  • Exposure to MLOps tooling (MLflow, Weights & Biases, Ray, Prefect, Airflow).


  • Background in security for AI systems (guardrails, prompt injection defense, data privacy).


  • Experience with reinforcement learning, multi-agent systems, or fine-tuning LLMs.


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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