Senior Applied Scientist

4 weeks ago

Toronto, Ontario, Canada Autodesk Full time

Position Overview

At Autodesk, we're seeking a talented Senior Applied Scientist to join our Applied ML team. As a machine learning expert, you'll be responsible for developing high-quality ML models and conducting statistical analysis to drive business decisions.

Responsibilities

  • Design and implement machine learning pipelines to enhance decision-making and collaborate with cross-functional leaders for data-driven decisions.
  • Report to the Applied ML Manager, mentor junior team members, and help deliver key ML features.
  • Focus on understanding customer usage and promoting Autodesk products, influencing development and strategy.

Requirements

  • MS/PhD in a quantitative field: Mathematics, Physical Sciences, Statistics/Analytics, Computer Science, or other relevant fields.
  • 4+ years of industry experience and a passion for designing, analyzing, and deploying machine learning-based solutions.
  • Experience working with relational SQL and/or NoSQL databases.
  • Experience working with big data platforms (Hadoop, Spark, Hive).
  • Fluency with one or more programming languages: Python, Java, Scala, etc.
  • Experience with data science toolkits like: pandas, Jupyter, scikit, TensorFlow, etc.
  • Familiarity with Machine Learning techniques, e.g., classification, clustering, regularization, optimization, dimension reduction, etc.
  • Experienced in writing high-quality, well-documented, scalable code, with a preference for Python proficiency.
  • Can clearly convey complex or technical concepts to a non-technical audience and presenting data effectively.
  • Familiarity with cloud computing (AWS).
  • Experience with Large Language Models (RAG, Generative AI) and NLP.
  • Experience with recommender systems.

Preferred Qualifications

  • You possess the initiative to take on big ideas, transforming them into insights through data mining.
  • You're familiar with MLOps and can optimize ML workflows.
  • You've led research that resulted in publications.

Learn More About Autodesk

Welcome to Autodesk. 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.

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