Intern, Ecommerce Machine Learning

Autodesk

The Role

Overview

Develop and deploy ML models for e‑commerce personalization as a PhD intern.

Key Responsibilities

  • team collaboration
  • software development
  • tech research
  • data storytelling
  • mentorship

Tasks

-Collaborate with the team through meetings and syncs to align on independent and shared machine learning initiatives -Design, build, and experiment with software — exploring new technologies, gaining insights, and sharing your findings with the team -Research cutting-edge advancements by reviewing academic papers and analyzing competitive software to inform your work -Tell the story behind the data — translate insights from machine learning models into clear, actionable recommendations -Work closely with a dedicated mentor to navigate our tech stack, define your project scope, and explore Autodesk’s culture and ecosystem

Requirements

  • aws sagemaker
  • flink
  • raylab
  • comitml
  • python
  • pytorch

What You Bring

-AWS Sagemaker, Flink, Raylab, ComitML -Exposure to e-commerce recommender systems and personalization technologies -Experience applying Reinforcement Learning techniques within recommender systems -Hands-on experience with Python and deep learning frameworks such as PyTorch or TensorFlow -Strong project management and communication skills -Academic focus in Artificial Intelligence / Machine Learning or a closely related field -Knowledge of the manufacturing and design or architecture and construction industries -Proven ability to collaborate across teams and thrive in dynamic, cross-functional environments -Currently enrolled full-time in a PhD program with an expected graduation date in 2026 or 2027

Benefits

-$72,800 and $118,500 (Masters/MBA students) -$47,840 and $95,680 (undergraduate students) -$118,560 and $162,240 (PhD students)

The Company

About Autodesk

-Pioneered software for 2D and 3D design, revolutionizing industries. -Known for products like AutoCAD, it reshaped architecture, engineering, and manufacturing workflows. -Empowering creators in fields from construction to digital media, enabling more innovative designs. -Develops tools used in iconic projects, from skyscrapers to blockbuster movies. -Pushes the boundaries of design technology, leading the way in artificial intelligence and automation. -Software is a cornerstone in diverse sectors, from industrial to infrastructure, energy, and entertainment. -Cloud-based solutions streamline design processes and foster real-time collaboration across industries. -A leader in 3D design software, with solutions powering projects in every corner of the globe. -Committed to shaping the future of digital design, bringing complex visions to life.

Sector Specialisms

Building Design

Construction

Automotive

Building Product Manufacturing

3D Animation

Architecture

Engineering

Construction Professionals

Mechanical Engineering

Mechanical CAD

Thermal Simulation

Electronic Design Automation

Print Circuit Board Design

Mechanical, Electrical, and Plumbing (MEP)

HVAC

Fabrication

Estimation

Infrastructure

Civil Engineering

Genetic Engineering (Life Sciences)