At Autodesk, we are reshaping the future of the Architecture, Engineering, and Construction (AEC) industry with innovative solutions powered by AI. We're leading the charge in integrating Generative AI, cloud-native technologies, and advanced 3D modeling into our world-renowned applications—AutoCAD, Revit, Construction Cloud, and Forma. As we continue this transformation, we're looking for Data Scientists who are passionate about solving real-world challenges and driving the future of design and engineering workflows.
Your Role:
As a Data Scientist on the AEC Solutions team, you'll work on cutting-edge AI models that enhance the workflows in the AEC industry. You’ll collaborate with a diverse group of AI researchers, machine learning engineers, software architects, and designers to generate and interpret design data that augments the way people design, build, and create.
This is a unique opportunity to work in a high-impact environment, contributing to the development of foundation models and generative AI tools that push the limits of AI in architecture and engineering.
What You'll Do:
- Data Analysis & Visualization: Dive into large datasets to produce visual insights and reports. Transform complex data into meaningful visualizations that tell a story.
- Build Machine Learning Models: Develop and deploy machine learning models for the AEC domain, optimizing workflows, data lakes, and processing pipelines.
- Collaborate with Cross-Functional Teams: Work with Product Managers, AI Researchers, and Engineering teams to ensure that your insights lead to actionable solutions. You’ll collaborate to integrate data-driven decisions into the product development lifecycle.
- Experiment Design: Lead experiments to test hypotheses and answer critical business questions that shape the future of AEC tools and workflows.
- Data Pipeline Development: Build and optimize data pipelines for data cleaning, transformation, and modeling at scale.
- Industry Impact: Work on projects that directly enhance Autodesk’s flagship products, AutoCAD, Revit, and Construction Cloud, as well as the groundbreaking Forma Industry Cloud.
What We’re Looking For:
Minimum Qualifications:
- Education: A Bachelor’s degree in Computer Science, Data Science, Business Analytics, or any related field.
- Technical Expertise: Proficiency in Python and familiarity with key data science libraries (Pandas, SciPy, SciKitLearn, NLTK).
- Data Analysis Skills: Experience with data analysis, statistical modeling, and machine learning techniques (e.g., regression, classification, clustering).
- Relational Data: Solid understanding of SQL and relational data modeling.
- Cloud Technologies: Willingness to learn cloud platforms like AWS Sagemaker to build, train, and deploy models.
- Communication Skills: Strong written and visual communication skills to clearly convey insights to stakeholders and leadership.
The Ideal Candidate:
- AEC Focused: Passionate about solving challenges in the Architecture, Engineering, and Construction space. You’ll bring AI-driven solutions that change the way AEC professionals work.
- Adaptable and Curious: Comfortable learning new technologies and adapting to evolving project requirements in a fast-paced, innovative environment.
- Data-Driven Storyteller: Excellent at communicating findings using visualizations and data-driven storytelling to influence decisions and create understanding.
- Collaborative: Able to work seamlessly with teams across engineering, product management, and design, bringing everyone on board with your data insights.
- Innovative Problem-Solver: You don’t just solve problems, you think outside the box to find the most effective and innovative solutions.
- Ambitious & Resilient: Ready to tackle challenges head-on, take calculated risks, and learn from your experiences.
Why Autodesk?
- Shape the Future: Work on products that are revolutionizing the AEC industry. Your contributions will directly impact how buildings, infrastructures, and cities are designed and built.
- Cutting-Edge Technology: At Autodesk, you’ll be working with some of the most advanced technologies in AI, cloud computing, and 3D modeling.
- Inclusive Culture: We believe in creating an environment where everyone can thrive and contribute. Your unique perspective will help shape our innovative products.
- Work-Life Balance: We support a hybrid work environment that allows you to balance collaboration with autonomy.
- Competitive Compensation & Benefits: From health insurance to generous retirement plans, we offer a comprehensive benefits package. For U.S. roles, base salaries range from $136,000 to $220,000, with additional bonuses and stock grants.
Ready to Create the Future of AEC?
At Autodesk, we empower people to create their world. As a Data Scientist with Autodesk, you'll not only help shape the next generation of design tools but also have the chance to build a career at the forefront of AI innovation.
If you’re passionate about transforming data into impactful decisions and eager to join a team that’s changing the way the world builds, we want to hear from you.
