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Position Overview

Autodesk makes software for people who make things. If you’ve ever driven a high-performance car, admired a towering skyscraper, used a smartphone, or watched great science fiction films, chances are you’ve experienced what millions of Autodesk customers are doing with our software.

The Autodesk Fusion 360 Machine Learning team is looking for a driven and naturally curious machine learning research engineer who can hit the ground running in fast paced, complex environment. We are a small, agile research team that are intensely curious and passionate about the impact of artificial intelligence on the product design and manufacturing industry. You will join us to develop AI technologies for our next generation of design and manufacturing platform. Past projects include similarity search for 3D geometries, part classification, and expediting simulation results using Graph Networks, GANs and 3D Deep Learning.

We work closely with the engineers in Autodesk product teams and researchers in Autodesk Research especially the Autodesk AI Lab to build future technologies to help our customers design, simulate and physically create the world around us. You will work at our Toronto office, where you will be surrounded by innovative researchers, engineers, designers and makers and see first-hand of the challenges that need to be solved.

Responsibilities

• Research and recommend best approach to solve a given research problem

• Conduct scientific research to design, implement, and evaluate novel ML algorithms

• Collaborate with other engineers and researchers in developing ML algorithms

• Analyze the errors of the model and design strategies to overcome them

• Develop working prototypes to showcase and validate your solution

• Document and communicate your findings through quantitative data analysis and qualitative visuals

• Present progress to stakeholders

Minimum Qualifications

• Full-time student pursuing a BS, MS, or PhD in Computer Science, Mathematics, Engineering, or equivalent

• Proficient in Python and familiar with PyTorch or TensorFlow

• Demonstrated experience with one or more of the following areas: 3D deep learning, computer vision, generative models, graphs, pattern recognition, computer graphics fields.

• Comfortable communicating data and results, both verbally and visually

• Comfortable working in newly forming ambiguous areas where learning and adaptability are key skills

Preferred Qualifications                                 

• Publication record in top ML conferences

• Familiarity with various statistical machine learning and deep learning techniques

• Knowledge of the design and manufacturing industry

• Experience with Autodesk or competitive products (CAD, CAE, CAM, etc.)

At Autodesk, we're building a diverse workplace and an inclusive culture to give more people the chance to imagine, design, and make a better world. Autodesk is proud to be an equal opportunity employer and considers all qualified applicants for employment without regard to race, color, religion, age, sex, sexual orientation, gender, gender identity, national origin, disability, veteran status or any other legally protected characteristic. We also consider for employment all qualified applicants regardless of criminal histories, consistent with applicable law.

Salary is one part of Autodesk’s competitive package. Offers are based on the candidate’s experience and geographic location.