Research Engineer, Datasets 3D

3 weeks ago

San Francisco, United States Autodesk Full time

Job Requisition ID # 24WD78592

Position Overview

The work we do at Autodesk touches nearly every person on the planet. By creating software tools for making buildings, machines, and even the latest movies, we influence and empower some of the most creative people in the world. As a Research Engineer at Autodesk Research, you will work side-by-side with world-class researchers and engineers to build new ML-powered product features that help our customers imagine, design, and make a better world. You are a software engineer who is passionate about solving problems and building things. You have experience building datasets that combine different data modalities such as text, images, and 3D models. Your skills span across CAD data processing, analysis, indexing, retrieval, and experimentation at multiple scales. You are excited to collaborate with AI researchers to build datasets that power generative AI features in Autodesk products.

You will report to a research manager in the Autodesk AI Lab. We are a global team, located in London, San Francisco, Toronto, and remotely. For this role we support both in-person, hybrid, and remote work.

Responsibilities

  • Own and lead engineering projects in the area of data acquisition, ingestion, and curation.
  • Organize and curate large, unstructured, disparate multi-modal (text, images, 3D models, code snippets, metadata) data sources into a unified format suitable for machine learning.
  • Develop and deploy highly scalable distributed systems to process, filter, and deploy datasets for use with machine learning.
  • Conduct and analyze experiments on data to provide insights.
  • Produce data visualizations and summaries to communicate data characteristics to researchers and leadership.
  • Work with our legal and trust teams to ensure compliant and ethical use of data.
  • Develop and deploy data pipelines into secure remote environments respecting and demonstrating security best practices.
  • Write robust, testable code that is well documented and easy to understand.

Minimum Qualifications

  • BSc or MSc in Computer Science, or equivalent industry experience.
  • 3+ years of experience with data modeling, architecture, and processing skills with varied data representations including 2D and 3D geometry.
  • The ability to create excellent technical documentation for code, data analysis, and experiment findings.
  • Experience with software version control, unit tests, and deployment pipelines.
  • Experience with cloud services & architectures (AWS, Azure, etc.).
  • Experience with relational databases (e.g., MySQL, PostgreSQL) and NoSQL databases (e.g., MongoDB, Cassandra).
  • Experience with frameworks such as Ray data, Metaflow, Hadoop, Spark, and Hive.
  • Experience with vector data stores.

Preferred Qualifications

  • Experience with computational geometry such as mesh or boundary representation data processing.
  • Experience with CAD model search and retrieval, in PLM systems or other searchable CAD databases.
  • Experience using open-source pre-trained language and vision/language models such as Bert, Llama, LLaVA, etc.

About Autodesk

Welcome to Autodesk Amazing things are created every day with our software – from the greenest buildings and cleanest cars to the smartest factories and biggest hit movies. We help innovators turn their ideas into reality, transforming not only how things are made, but what can be made.

We take great pride in our culture here at Autodesk – our Culture Code is at the core of everything we do. Our values and ways of working help our people thrive and realize their potential, which leads to even better outcomes for our customers.

When you’re an Autodesker, you can be your whole, authentic self and do meaningful work that helps build a better future for all. Ready to shape the world and your future? Join us

Benefits

From health and financial benefits to time away and everyday wellness, we give Autodeskers the best, so they can do their best work.

Salary Transparency

Salary is one part of Autodesk’s competitive compensation package. For U.S.-based roles, we expect a starting base salary between $146,900 and $237,600. Offers are based on the candidate’s experience and geographic location, and may exceed this range. In addition to base salaries, we also have a significant emphasis on annual cash bonuses, commissions for sales roles, stock grants, and a comprehensive benefits package.

Equal Employment Opportunity

At Autodesk, we're building a diverse workplace and an inclusive culture to give more people the chance to imagine, design, and make a better world. Autodesk is proud to be an equal opportunity employer and considers all qualified applicants for employment without regard to race, color, religion, age, sex, sexual orientation, gender, gender identity, national origin, disability, veteran status or any other legally protected characteristic.

Diversity & Belonging

We take pride in cultivating a culture of belonging and an equitable workplace where everyone can thrive.

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