ML Intern, Stagiaire ML at Autodesk in Montreal, Quebec, Canada | Kablio

Role

Description

predictive modelling

ml libraries

ai tools

prototype ai

computer vision

graphics algorithms

Participate in developing predictive models for various analysis solutions by using machine learning and analytical techniques
Te tenir au courant des avancées les plus récentes dans les domaines de la recherche et de la production en matière d'IA, en rapport avec les projets de l'entreprise.
Leverage the latest tools and AI techniques in order to either increase (artist) quality, or drive efficiency in the production process.
Extend existing ML libraries and frameworks
Prototype and incubate AI-forward techniques and research that aid in the production of 3D graphics, video, games and visual effects by applying state-of-the-art computer vision and graphics algorithms.
Stay up to date with the state-of-the-art advances in both AI research and production areas related to the company’s projects.
Élargir les bibliothèques et frameworks ML existants
Exploiter les outils et les techniques d'IA les plus récents afin d'améliorer la qualité (de l'artiste) ou d'accroître l'efficacité du processus de production.
Prototyper et incuber des techniques et des recherches sur l'IA qui contribuent à la production de graphiques 3D, de vidéos, de jeux et d'effets visuels en appliquant des algorithmes graphiques et de vision par ordinateur à la pointe de la technologie.
Participer au développement de modèles prédictifs pour diverses solutions d'analyse en utilisant l'apprentissage automatique et les techniques analytiques.

Requirements

3d geometry

computer vision

pytorch

tensorflow

c++

python

Expérience de la géométrie 3D, de l'infographie ou de la vision par ordinateur.
Expérience de l'utilisation d'Adobe Creative Cloud, d'Autodesk Media and Entertainment Products, de Blender, d'Houdini et d'autres progiciels 3D.
Possèdes des compétences analytiques et mathématiques
Experience with deep learning frameworks: PyTorch (preferable), Tensorflow Strong knowledge of C/C++ or Python
Tu es actuellement inscrit au baccalauréat en informatique, génie logiciel avec une mineure en IA ou à la maîtrise en'informatique, mathématiques ou dans un domaine similaire ; un doctorat est un atout majeur.
Excellent analytical and mathematical skills
Experience with 3D geometry, computer graphics or computer vision
Expérience des frameworks d'apprentissage profond : PyTorch (préférable), Tensorflow.
Connaissance de C/C++ ou Python
Currently enrolled in a Bachelors degree in Computer science, software engineering with a minor in AI or MS degree in Computer Science, Mathematics or similar field; Ph.D. degree is a big plus
Une expérience de recherche dans le domaine de la vision par ordinateur, de l'infographie, de l'apprentissage automatique ou du traitement vidéo est un atout majeur.
Research background in the area of computer vision, computer graphics, machine learning, or video processing is a big plus
Experience using Adobe Creative Cloud, Autodesk Media and Entertainment Products, Blender, Houdini and other 3D packages.

Benefits

Information not given or found

Training + Development

Information not given or found

Interview process

Information not given or found

Visa Sponsorship

Information not given or found

Security clearance

Information not given or found

Company

Overview

Founded in 1982

Year of establishment

Marks the beginning of Autodesk's journey in pioneering design software solutions.

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.

Culture + Values

Innovation: We believe in the power of creativity to push boundaries and change the world.
Collaboration: We work together to create solutions that make a difference.
Customer Success: We are focused on delivering products and services that help our customers succeed.
Sustainability: We are committed to making a positive impact on the planet and communities.
Integrity: We act with honesty and uphold the highest ethical standards.
Inclusion: We embrace diverse perspectives and strive for an environment where everyone belongs.

Environment + Sustainability

2023

Net-zero commitment

Aiming to achieve net-zero carbon status, a critical step in combating climate change.

35%

Carbon emissions reduction

Significant reduction in overall carbon footprint across all emission scopes since 2019.

Designing products that help users make more sustainable decisions, including tools for low-carbon building design.
Aims to advance climate resilience by providing tools to better predict and plan for climate risks.
Promotes circular design principles and helps customers optimize material use and reduce waste.

Inclusion & Diversity

30% Female Workforce

Gender Diversity

As of 2023, 30% of the global workforce identifies as female, highlighting progress in gender diversity across the organization.

25% Leadership Representation

Female Leadership

25% of leadership positions are held by women, indicating strides toward gender parity in executive roles.

2025 Diversity Goal

Leadership Commitment

A strategic initiative to boost representation of underrepresented groups in leadership positions by 2025.

12 Employee Groups

Employee Resource Networks

Twelve employee resource groups are supported, fostering inclusion and community for diverse populations including women, LGBTQ+, and veterans.

Leadership Commitment: Has set a goal to increase representation of underrepresented groups in leadership by 2025.
Inclusive Hiring: Implements inclusive recruitment practices and strives for diverse candidate slates for all roles.

Articles

Autodesk Careers

Autodesk Newsroom

Autodesk Products

Role

Description

predictive modelling

ml libraries

ai tools

prototype ai

computer vision

graphics algorithms

Participate in developing predictive models for various analysis solutions by using machine learning and analytical techniques
Te tenir au courant des avancées les plus récentes dans les domaines de la recherche et de la production en matière d'IA, en rapport avec les projets de l'entreprise.
Leverage the latest tools and AI techniques in order to either increase (artist) quality, or drive efficiency in the production process.
Extend existing ML libraries and frameworks
Prototype and incubate AI-forward techniques and research that aid in the production of 3D graphics, video, games and visual effects by applying state-of-the-art computer vision and graphics algorithms.
Stay up to date with the state-of-the-art advances in both AI research and production areas related to the company’s projects.
Élargir les bibliothèques et frameworks ML existants
Exploiter les outils et les techniques d'IA les plus récents afin d'améliorer la qualité (de l'artiste) ou d'accroître l'efficacité du processus de production.
Prototyper et incuber des techniques et des recherches sur l'IA qui contribuent à la production de graphiques 3D, de vidéos, de jeux et d'effets visuels en appliquant des algorithmes graphiques et de vision par ordinateur à la pointe de la technologie.
Participer au développement de modèles prédictifs pour diverses solutions d'analyse en utilisant l'apprentissage automatique et les techniques analytiques.

Requirements

3d geometry

computer vision

pytorch

tensorflow

c++

python

Expérience de la géométrie 3D, de l'infographie ou de la vision par ordinateur.
Expérience de l'utilisation d'Adobe Creative Cloud, d'Autodesk Media and Entertainment Products, de Blender, d'Houdini et d'autres progiciels 3D.
Possèdes des compétences analytiques et mathématiques
Experience with deep learning frameworks: PyTorch (preferable), Tensorflow Strong knowledge of C/C++ or Python
Tu es actuellement inscrit au baccalauréat en informatique, génie logiciel avec une mineure en IA ou à la maîtrise en'informatique, mathématiques ou dans un domaine similaire ; un doctorat est un atout majeur.
Excellent analytical and mathematical skills
Experience with 3D geometry, computer graphics or computer vision
Expérience des frameworks d'apprentissage profond : PyTorch (préférable), Tensorflow.
Connaissance de C/C++ ou Python
Currently enrolled in a Bachelors degree in Computer science, software engineering with a minor in AI or MS degree in Computer Science, Mathematics or similar field; Ph.D. degree is a big plus
Une expérience de recherche dans le domaine de la vision par ordinateur, de l'infographie, de l'apprentissage automatique ou du traitement vidéo est un atout majeur.
Research background in the area of computer vision, computer graphics, machine learning, or video processing is a big plus
Experience using Adobe Creative Cloud, Autodesk Media and Entertainment Products, Blender, Houdini and other 3D packages.

Benefits

Information not given or found

Training + Development

Information not given or found

Interview process

Information not given or found

Visa Sponsorship

Information not given or found

Security clearance

Information not given or found

Company

Overview

Founded in 1982

Year of establishment

Marks the beginning of Autodesk's journey in pioneering design software solutions.

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.

Culture + Values

Innovation: We believe in the power of creativity to push boundaries and change the world.
Collaboration: We work together to create solutions that make a difference.
Customer Success: We are focused on delivering products and services that help our customers succeed.
Sustainability: We are committed to making a positive impact on the planet and communities.
Integrity: We act with honesty and uphold the highest ethical standards.
Inclusion: We embrace diverse perspectives and strive for an environment where everyone belongs.

Environment + Sustainability

2023

Net-zero commitment

Aiming to achieve net-zero carbon status, a critical step in combating climate change.

35%

Carbon emissions reduction

Significant reduction in overall carbon footprint across all emission scopes since 2019.

Designing products that help users make more sustainable decisions, including tools for low-carbon building design.
Aims to advance climate resilience by providing tools to better predict and plan for climate risks.
Promotes circular design principles and helps customers optimize material use and reduce waste.

Inclusion & Diversity

30% Female Workforce

Gender Diversity

As of 2023, 30% of the global workforce identifies as female, highlighting progress in gender diversity across the organization.

25% Leadership Representation

Female Leadership

25% of leadership positions are held by women, indicating strides toward gender parity in executive roles.

2025 Diversity Goal

Leadership Commitment

A strategic initiative to boost representation of underrepresented groups in leadership positions by 2025.

12 Employee Groups

Employee Resource Networks

Twelve employee resource groups are supported, fostering inclusion and community for diverse populations including women, LGBTQ+, and veterans.

Leadership Commitment: Has set a goal to increase representation of underrepresented groups in leadership by 2025.
Inclusive Hiring: Implements inclusive recruitment practices and strives for diverse candidate slates for all roles.

Articles

Autodesk Careers

Autodesk Newsroom

Autodesk Products