Lead Data Scientist, Customer Analytics & ML

Autodesk; Ontario (CA); On-site; USD 91,000 - 133,000; Full time

Job summary

Autodesk Construction Solutions is seeking a data scientist leader to apply data mining, analytics, and machine learning to understand how customers use our products and derive actionable insights that drive product and business decisions. You will supervise a team of data scientists and analysts, building models for retention, lifetime value, and growth opportunities.

The ideal candidate will have a PhD/MS in a quantitative field, strong Python and big-data experience, and a proven ability to

Qualifications

• MS/PhD in Mathematics, Physical Sciences, Statistics/Analytics, Computer Science, or other relevant fields.
• Proficient in Python.
• Experience with relational SQL and/or NoSQL databases.
• Experience with big data platforms (Hadoop, Spark, Hive).
• Experience with statistics tools such as R, Matlab, SAS, Python data science toolkits, etc.
• Experience with data science toolkits like pandas, Jupyter, scikit, TensorFlow, etc.
• Familiarity with Statistics concepts and analysis (hypothesis testing, regression, experimental design).
• Familiarity with ML techniques (classification, clustering, regularization, optimization).
• Experience with reporting tools like Domo, Looker, Tableau, PowerBI.
• Experience in data visualization tools.
• Experience in customer analytics.
• Strong communication skills to explain complex topics to technical and non-technical audiences.

Responsibilities

• Apply data mining, analytics and ML methods to understand customer use and adoption of products.
• Lead junior/senior data scientists and analysts; model customer behavior and trends.
• Build statistical models for customer lifetime value, retention, and related metrics.
• Collaborate cross-functionally to drive data-driven decisions and product improvements.

Skills

Python

SQL/NoSQL

Data visualization

Machine Learning

Statistics

Communication

Leadership

Problem solving

Education

MS/PhD in Mathematics/Statistics/CS or related

Tools

Hadoop

Spark

Hive

Domo

Looker

Tableau

PowerBI

Pandas

Jupyter

TensorFlow

Job description

Autodesk Construction Solutions is seeking a data scientist leader to apply data mining, analytics, and machine learning to understand how customers use our products and derive actionable insights that drive product and business decisions. You will supervise a team of data scientists and analysts, building models for retention, lifetime value, and growth opportunities.

The ideal candidate will have a PhD/MS in a quantitative field, strong Python and big-data experience, and a proven ability to