Research Data Scientist

2 weeks ago

Market St San Francisco CA USA, United States Autodesk Full time
Job Overview

Autodesk is seeking a highly skilled Research Engineer to join our team in San Francisco, CA. As a Research Engineer, you will work alongside world-class researchers and engineers to develop new ML-powered product features that help our customers imagine, design, and make a better world.

Responsibilities
  • Own and lead engineering projects in the area of data acquisition, ingestion, and curation.
  • Organize and curate large, unstructured, disparate multi-modal 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.
Requirements
  • 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

Autodesk is a global leader in design and engineering software. We help innovators turn their ideas into reality, transforming not only how things are made, but what can be made. Our culture is built on a foundation of trust, respect, and open communication. We believe in empowering our employees to be their best selves and to make a meaningful impact on the world.

Benefits

Autodesk offers a comprehensive benefits package, including health and financial benefits, time away, and everyday wellness. We also offer a competitive salary range of $146,900 to $237,600, depending on experience and location.

Equal Employment Opportunity

Autodesk is 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.

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