Autodesk, Inc

Senior Product Manager, AI/ML Platform

Autodesk, Inc$122K — $179K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in Computer Science, Engineering, Data Science, or related field
  • 3+ years of product management experience focused on ML or AI platforms
  • Strong understanding of machine learning systems and lifecycle workflows
  • Familiarity with modern AI approaches including foundation models and generative AI
  • Experience collaborating with ML engineers, data scientists, or platform engineering teams
  • Demonstrated ability to enhance technical-user workflows in ambiguous environments
  • Strong product judgment, communication, and collaboration skills

Responsibilities

  • Define and execute the roadmap for the Autodesk ML Platform focused on workflow acceleration and productivity
  • Enhance operational workflows spanning data exploration, experimentation, model deployment, and integration
  • Identify workflow bottlenecks with ML engineers and data scientists and propose simplifications
  • Develop platform capabilities like model deployment and AI/ML observability
  • Drive interoperability across data platforms and ML tooling
  • Establish intuitive workflows for both general and advanced use cases
  • Analyze platform usage and user feedback to inform product enhancements
  • Collaborate across teams to improve platform adoption and user experiences

Benefits

  • Opportunities for continuous learning and professional development
  • Collaborative and innovative work environment
  • Access to cutting-edge AI and ML technologies
  • Participation in a culture that promotes innovation and experimentation
  • Flexible work arrangements
Full Job Description
Job Requisition ID #

26WD99140

As an ML Platform Product Manager, you will help define and execute the roadmap for the Autodesk Machine Learning Platform (AMP), focused on accelerating how ML engineers and data scientists build, operationalize, and scale AI systems across Autodesk.

You will partner closely with platform engineers, ML engineers, and data scientists to improve end-to-end workflows spanning data exploration, experimentation, model deployment, inference, and downstream AI integration. This role is centered on reducing operational friction, improving experimentation velocity, and building cohesive platform experiences for technical practitioners.

We are looking for a technically fluent, execution-oriented product manager who is passionate about improving complex AI/ML workflows and productizing scalable platform capabilities.

Responsibilities
  • Define and execute roadmap priorities for the Autodesk ML Platform with a focus on workflow acceleration, interoperability, and practitioner productivity
  • Improve end-to-end operational workflows across:
    • data discovery and exploration
    • experimentation and model iteration
    • model deployment and inference
    • downstream AI integration
  • Partner closely with ML engineers, data scientists, and platform engineers to identify workflow bottlenecks and simplify complex operational systems
  • Help shape scalable platform capabilities related to:
    • model deployment
    • inference services
    • AI/ML observability
    • foundation model and generative AI support
  • Drive platform interoperability across data platforms, ML tooling, deployment systems, and analytics ecosystems
  • Establish intuitive "golden path" workflows that improve usability while maintaining flexibility for advanced use cases
  • Analyze platform usage, workflow friction, and practitioner feedback to drive continuous product improvement
  • Collaborate with cross-functional teams to drive platform adoption through strong product experiences and measurable workflow improvements
  • Stay current on evolving AI platform, LLMOps, inference, and developer tooling trends


Minimum Qualifications
  • Bachelor's degree in Computer Science, Engineering, Data Science, or a related field
  • 3+ years of product management experience focused on ML platforms, AI infrastructure, developer platforms, or technical workflow products
  • Strong understanding of:
    • machine learning systems and lifecycle workflows
    • data and analytics ecosystems
    • model deployment and operational AI systems
  • Familiarity with modern AI approaches including foundation models and generative AI
  • Experience working closely with ML engineers, data scientists, or platform engineering teams
  • Demonstrated ability to improve technical-user workflows and drive execution in ambiguous environments
  • Strong product judgment, communication, and cross-functional collaboration skills


Preferred Qualifications

  • Experience with AI/ML platforms supporting experimentation, deployment, or inference workflows
  • Familiarity with modern data platforms and query ecosystems (e.g., Snowflake, Trino)
  • Experience improving developer or practitioner productivity through platform design
  • Exposure to AI observability, evaluation, or workflow automation systems


Position Overview -- Original

As a ML Platform Product Manager, you will help define and execute the multi-year product roadmap for Autodesk Machine Learning Platform, ensuring understanding of our strategic vision and the evolving needs of our diverse customer base. You will inspire creativity for us and lead enhanced user experiences for our customers. You will collaborate closely with teams including data scientists, engineers, and partners to develop and launch platform tools that enable the seamless integration of ML and AI features into Autodesk's software products, driving values and great user experiences for our platform users.

Responsibilities
  • You will define and execute the product roadmap for the ML platform, with a focus on our Inference Service and AI/ML observability
  • You will collaborate with other product managers to identify ML/AI opportunities at Autodesk and guide platform adoption
  • You will maintain documentation for the ML platform, including user guides, API documentation, and release notes
  • Analyze platform performance, usage, and customer feedback to inform product improvements and feature enhancements
  • Establish relationships with internal and external stakeholders, including customers, partners, and vendors
  • Stay current on industry trends, emerging technologies, and best practices in the ML and AI space to inform product strategy and maintain a competitive edge
  • Promote a culture of innovation, experimentation, and data-driven decision-making within the product management team and across the organization

Minimum Qualifications
  • Bachelor's degree in Computer Science, Engineering, Data Science, or a related field
  • 3+ years of experience in product management, with a focus on ML or AI platforms, tools, and neural network technologies
  • Deep understanding of machine learning and AI concepts, algorithms, and technologies, and challenges faced by ML and AI practitioners
  • Experience drawing relevant insights from ambiguous data, with the ability to synthesize complex information and develop data-driven decision making
  • Experience communicating product updates, milestones, and progress to internal and external partners, with the ability to collaborate across diverse teams and influence partners at all levels
  • Familiarity with large foundation models (LLM), generative models and transformer-based architecture
  • Exposure to ethical or trustworthy AI


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About Autodesk, Inc

Autodesk, Inc. is an American multinational software corporation that makes software products and services for the architecture, engineering, construction, manufacturing, media, education, and entertainment industries. Autodesk is headquartered in San Rafael, California, and features a gallery of its customers' work in its San Francisco building.
Learn more about Autodesk, Inc
Size
12,600 employees
Market Cap
$40.1 billion
Industry
Net Income
$1.2 billion
Founded
1982
5 Year Trend
+16.6%
Revenue
$3.7 billion
NASDAQ

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