Autodesk

Design and Manufacturing

AssociateResearcher,DesignandManufacturing

Toronto, Ontario, Canada FULL TIME Remote Friendly
Market Sentiment
HIGH DEMAND

Neural analysis suggests this role is
optimal for Entry candidates.

The Brief

“Associate Researcher, Design and Manufacturing at Autodesk. Skills: Applied research, Data pipelines, Machine learning models, Edge devices, Physical experimentation. Design, instrument, and execute physical experiments in manufacturing environments. Develop data acquisition and processing pipelines for sensor data, machine telemetry, images, and other physical-world signals”

What You'll Achieve.

Generate structured, high-quality datasets; Deploy machine learning models on edge devices in factory environments; Demonstrate new AI-driven manufacturing capabilities

Industry & Context.

Design and Manufacturing
Problems you'll solve

Analytical and problem-solving skills; Hands-on problem-solver

Eligibility Requirements

Expected to work on-site at Autodesk's Toronto office 4x/week, 1 year contract position, Willingness to work in manufacturing or lab environments (not exclusively remote desk work)

What They're Looking For.

Must Have

Bachelor's degree in Computer Science, Data Science, Electrical Engineering, Mechatronics, or a related field, Hands-on experience with Python, At least one ML framework (PyTorch, TensorFlow, or scikit-learn), Comfort working with hardware, sensors, and physical experimental setups, Basic understanding of data acquisition from physical systems, Analytical and problem-solving skills, Excellent written communication skills, Willingness to work in manufacturing or lab environments

Nice to Have

Experience deploying ML models on edge or embedded devices (NVIDIA Jetson, Coral, microcontrollers, or similar), Familiarity with manufacturing processes (CNC machining, additive manufacturing, injection molding, robotics, assembly, or quality inspection), Experience with computer vision (object detection, defect classification, pose estimation), Knowledge of IoT protocols and frameworks (MQTT, OPC-UA, ROS), Experience with cloud services and architectures (AWS, Azure) for data storage and model training, Coursework, projects, or internships involving physical experimentation, lab instrumentation, or hardware-software integration, Knowledge of the design, manufacturing, AEC, or media and entertainment industries, Experience with Autodesk products (Fusion, AutoCAD, Inventor, or similar)

What You'll Do.

and execute physical experiments in manufacturing environments

Develop data acquisition and processing pipelines for sensor data

and other physical-world signals

and deploy machine learning models on edge computing platforms

Analyze experimental results

Contribute to the development of research prototypes

Stay current with advances in edge AI

manufacturing informatics

How You'll Work.

Team & Collaboration

Collaborate with manufacturing partners and internal research teams; Communicate findings to researchers, engineers, and leadership

Communication Scope

Excellent written communication skills; Communicate findings to researchers, engineers, and leadership through clear visualizations and written reports; Translate between the worlds of computer science and physical manufacturing

Full Job Description

**Position Overview** The work we do at Autodesk touches nearly every person on the planet. By creating software tools for making buildings, machines, and even the latest movies, we influence and empower some of the most creative people in the world to solve problems that matter. As an Associate Researcher, Design and Manufacturing on the Industry Futures team at Autodesk Research, you will be doing applied research that bridges the digital and physical worlds. Our team works at the intersection of manufacturing and AEC, imagining how AI-driven physical processes could reshape the way things are made -- and getting our hands dirty to test those ideas through real-world experimentation. In this role, you will design and execute physical experiments in manufacturing settings, build data pipelines from sensor and equipment data, and develop and deploy machine learning models on edge devices in factory environments. You will work hands-on with manufacturing equipment, instrumentation, and embedded systems while applying rigorous computer science and data science methodology. This role is ideal for someone early in their career who has a strong foundation in computer science and a genuine passion for manufacturing and the physical world. This role will report to a Research Manager on the Industry Futures team. **Given the physical experimentation component of the work, you will be expected to work on-site at Autodesk 's Toronto office 4x/week. ** **This is a 1 year contract position.** **Responsibilities** * Design, instrument, and execute physical experiments in manufacturing environments to generate structured, high-quality datasets * Develop data acquisition and processing pipelines for sensor data, machine telemetry, images, and other physical-world signals * Train, optimize, and deploy machine learning models on edge computing platforms (e.g., NVIDIA Jetson, Raspberry Pi, industrial PLCs) in manufacturing settings * Collaborate with manufacturing partners and intern

Free ATS check

Applying for this Associate Researcher, Design and Manufacturing role?

Most applicants get filtered before a human reads their resume. See if yours makes the cut.

How to Apply on Workday

  • Workday has a multi-step form — save your progress after every section.
  • "Apply With LinkedIn" can fail or lose data; manual entry is more reliable.
  • Watch for the "Submit for Review" final step — hitting "Save" alone does not submit.
  • Job requisition numbers are useful when following up with HR by email.

ANONYMOUS · UNFILTERED

What do employees actually say about Autodesk?

Real rants from real employees. Read before you apply.

Read Company Rants →