Machine Learning Engineering Manager, Autodesk
3D design, engineering & entertainment software
Be an early applicant
3D design, engineering & entertainment software
1001+ employees
Be an early applicant
1001+ employees
Company mission
To empower innovators with design and make technology so they can achieve the new possible.
Role
Who you are
- MS in Machine Learning, Mathematics, Statistics, Computer Science, or a related field
- 5+ years of experience in machine learning engineering or related field
- 3+ years of experience as a manager
- Experience building an innovative and creative team culture
- Ability to break down a large, long lead projects into shorter, clear milestones to deliver value incrementally
- Strong interpersonal skills and ability to work across many organizations
- Experience with Scrum and Agile development processes and methodologies
Desirable
- Experience in the AEC industry, Autodesk products such as Revit, and AEC data schemas and standards
- Experience training deep neural nets, such as CNN and transformers and proficiency in least one deep learning framework, for example PyTorch, TensorFlow
- Strong fundamentals in 3D geometry and geometric computer vision
- Exposure to Cloud Computing in AWS and using the SageMaker Studio platform
What the job involves
- We're enhancing our applications with cloud-native capabilities, including data at scale, edge computing, AI-based solutions, and advanced 3D modeling and graphics. This innovation is happening across our flagship products—AutoCAD, Revit, and Construction Cloud—and Forma, our new Industry Cloud
- As an Machine Learning AI Development Manager for the AEC Solutions group, you will lead your team to build foundation models and machine learning tools for the AEC industry
- You will coach your team to collaborate across organizations to build the latest foundation models and generative AI tools for the AEC industry. You will also ensure that we maintain privacy and security standards respecting and safeguarding our customers' data
- You will report to the Senior AI/ML Development Manager in the Architecture, Engineering, and Construction (AEC) Solutions Team
- Work with your team to help understand requirements, evaluate new features, and help build technology roadmaps
- Build a new team by recruiting talent from diverse backgrounds and perspectives
- Build partnerships with technical leads and important individuals within other functional organizations, to implement compelling solutions
- Build an inclusive culture, mentor team members, and provide your team with the tools to reach their goals
- Foster a culture of innovation, continuous improvement, and excellence
- Keep up-to-date with the latest AI trends and apply this expertise to improve team performance and product quality
- Create tactical execution plans and ensure adherence to budgets, schedules, and performance expectations
- Educate leaders at Autodesk on best uses and practices of AI
- Create processes that make gathering and processing large batches of geometry, physics, and design workflow data more automated and frictionless
Our take
Autodesk supplies software that enables teams to collaborate, design, simulate, and fabricate their ideas in 3D, serving a range of industries such as engineering, product design, and entertainment. Founded in 1982, the company first delivered the AutoCAD system, a commercial computer-aided design and drafting software application, that is still seeing updated releases to this day.
Over 100 million people use Autodesk software across various industries and applications – in some of which it remains nearly irreplaceable. The company has an impressive history of diversification, which it continues to this day. For example, the 2022 acquisition of Moxion, a cloud-based platform for digital dailies used by leading filmmakers, bolstered the company’s offerings for the media and entertainment industry.
The rise of AR and VR technologies is driving modern growth in the computer-aided design market, creating space for Autodesk to expand further. Additionally, a shift to the popular SaaS model positions the company to seek further success.
Kirsty
Company Specialist at Welcome to the Jungle
Insights
4% employee growth in 12 months
Company
Company HQ
SoMa, San Francisco, CA
Leadership
Andrew Anagnost
(CEO & President)Has worked at the company since 1997, including as CMO and Senior Vice President of Business Strategy and Marketing. Became CEO in 2017.
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