Research Data Scientist

2 weeks ago


Old Toronto, Ontario, Canada Merantix Full time
Job Title: Research Data Scientist

We are seeking a highly skilled Research Data Scientist to join our team at Merantix. As a Research Data Scientist, you will play a key role in building 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 (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.
  • Writing robust, testable code that is well documented and easy to understand.
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.

We take great pride in our culture here at Merantix – 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

Salary transparency: Offers are based on the candidate's experience and geographic location. In addition to base salaries, we also have a significant emphasis on discretionary annual cash bonuses, commissions for sales roles, stock or long-term incentive cash grants, and a comprehensive benefits package.

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



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