Expertise in Python and ML frameworks (PyTorch, Transformers, scikit-learn) * Experience with ... Experience with developer workflow and productivitymeasurement frameworks Preferred Qualifications
Expertise in Python and ML frameworks (PyTorch, Transformers, scikit-learn) * Experience with ... Experience with developer workflow and productivitymeasurement frameworks Preferred Qualifications
We are looking for a Principal Firmware Engineer to lead the integration and control of our next ... We need a veteran who can look at a PyTorch model and determine the best way to tile memory, manage ...
We are looking for a Principal Firmware Engineer to lead the integration and control of our next ... We need a veteran who can look at a PyTorch model and determine the best way to tile memory, manage ...
High proficiency in PyTorch, including model building and basic optimization. * Strong general programming skills, with practical experience handling concurrency, threading, and memory management.
High proficiency in PyTorch, including model building and basic optimization. * Strong general programming skills, with practical experience handling concurrency, threading, and memory management.
Generative AI Engineer
Toronto, ON · On-site
... or PyTorch and optimizing performance on diverse hardware platforms. * Train and evaluate ... Work closely with software and DevOps engineers to deploy GenAI models. * Document code, algorithms ...
Quick apply
Generative AI Engineer
Toronto, ON · On-site
... or PyTorch and optimizing performance on diverse hardware platforms. * Train and evaluate ... Work closely with software and DevOps engineers to deploy GenAI models. * Document code, algorithms ...
Drive compute workload validation and characterization- LLM training andinference(PyTorch, vLLM ... Champion modern, agile quality engineering- shift-left testing, test pyramids, contract testing ...
Drive compute workload validation and characterization- LLM training andinference(PyTorch, vLLM ... Champion modern, agile quality engineering- shift-left testing, test pyramids, contract testing ...
Drive compute workload validation and characterization-- LLM training andinference(PyTorch, vLLM ... Champion modern, agile quality engineering-- shift-left testing, test pyramids, contract testing ...
Drive compute workload validation and characterization-- LLM training andinference(PyTorch, vLLM ... Champion modern, agile quality engineering-- shift-left testing, test pyramids, contract testing ...
Senior Deep Learning Engineer
Toronto, ON · On-site +1
$130K - $180K/yr
We're seeking top-notch engineers to join our team. As part of our group, you'll collaborate with ... Proficiency in deep learning frameworks like Tensorflow and/or PyTorch * Experience with CNNs ...
Quick apply
Senior Deep Learning Engineer
Toronto, ON · On-site +1
$130K - $180K/yr
We're seeking top-notch engineers to join our team. As part of our group, you'll collaborate with ... Proficiency in deep learning frameworks like Tensorflow and/or PyTorch * Experience with CNNs ...
Senior Deep Learning Engineer
Toronto, ON · On-site +1
$130K - $180K/yr
We're seeking top-notch engineers to join our team. As part of our group, you'll collaborate with ... Proficiency in deep learning frameworks like Tensorflow and/or PyTorch * Experience with CNNs ...
Quick apply
Senior Deep Learning Engineer
Toronto, ON · On-site +1
$130K - $180K/yr
We're seeking top-notch engineers to join our team. As part of our group, you'll collaborate with ... Proficiency in deep learning frameworks like Tensorflow and/or PyTorch * Experience with CNNs ...
As a Principal Research Developer on the AEC Solutions team, you will join a team of technologists ... PyTorch * Experience building scalable data or ML pipelines in cloud environments (e.g., AWS ...
As a Principal Research Developer on the AEC Solutions team, you will join a team of technologists ... PyTorch * Experience building scalable data or ML pipelines in cloud environments (e.g., AWS ...
You will collaborate with research and product engineering from various domains including design ... Exposure to popular machine learning frameworks ( TensorFlow , PyTorch ) and their integration into ...
You will collaborate with research and product engineering from various domains including design ... Exposure to popular machine learning frameworks ( TensorFlow , PyTorch ) and their integration into ...
Senior Developer, Cloud Analytics Take a central role The Bank of Canada has a vision to be a ... Experience with machine learning frameworks (e.g., TensorFlow, PyTorch, scikit-learn) and the end ...
Senior Developer, Cloud Analytics Take a central role The Bank of Canada has a vision to be a ... Experience with machine learning frameworks (e.g., TensorFlow, PyTorch, scikit-learn) and the end ...
AI Developer REPOST
Guelph, ON · On-site
The developer will engage with diverse stakeholders to translate business problems into technical ... Experience with deep learning frameworks such as TensorFlow, PyTorch, or JAX. * Solid understanding ...
AI Developer REPOST
Guelph, ON · On-site
The developer will engage with diverse stakeholders to translate business problems into technical ... Experience with deep learning frameworks such as TensorFlow, PyTorch, or JAX. * Solid understanding ...
Key Responsibilities Model Development & Engineering Design & Implement: Develop, modify, and ... e.g., Scikit-Learn, PyTorch, TensorFlow, Hugging Face). Solid capability in querying and ...
Key Responsibilities Model Development & Engineering Design & Implement: Develop, modify, and ... e.g., Scikit-Learn, PyTorch, TensorFlow, Hugging Face). Solid capability in querying and ...
Lead Full Stack Developer
Toronto, ON · On-site
... TensorFlow, or PyTorch. What's in it for you? We thrive on the challenge to be our best ... Solving, Programming Languages, Software Development Life Cycle (SDLC), System Applications ...
Lead Full Stack Developer
Toronto, ON · On-site
... TensorFlow, or PyTorch. What's in it for you? We thrive on the challenge to be our best ... Solving, Programming Languages, Software Development Life Cycle (SDLC), System Applications ...
Python , PySpark, Unix Scripting, SQL, PyTorch etc. * Strong experience building data pipelines and ... engineering for autonomous workflows. * Familiarity with atleast one workflow/AI agent ...
Python , PySpark, Unix Scripting, SQL, PyTorch etc. * Strong experience building data pipelines and ... engineering for autonomous workflows. * Familiarity with atleast one workflow/AI agent ...
Software Development Manager - ML Performance Tooling and Benchmarking, AWS Neuron, Annapurna Labs
Toronto, ON · On-site
Our team covers multiple disciplines including silicon engineering, hardware design and ... AWS Neuron is used at scale with customers and partners like PyTorch, Epic Games, Snap, AirBnB ...
Software Development Manager - ML Performance Tooling and Benchmarking, AWS Neuron, Annapurna Labs
Toronto, ON · On-site
Our team covers multiple disciplines including silicon engineering, hardware design and ... AWS Neuron is used at scale with customers and partners like PyTorch, Epic Games, Snap, AirBnB ...
Sr. AI Engineer
Toronto, ON · On-site
Design scalable and resilient ML systems using frameworks such as PyTorch and TensorFlow ... Strong programming skills in Python; experience with LangChain, LangGraph, or related frameworks is ...
Sr. AI Engineer
Toronto, ON · On-site
Design scalable and resilient ML systems using frameworks such as PyTorch and TensorFlow ... Strong programming skills in Python; experience with LangChain, LangGraph, or related frameworks is ...
Lead Full Stack Developer
Toronto, ON · On-site
... PyTorch * Strategic thinker with excellent interpersonal skills to work across functions and ... Solving, Programming Languages, Software Development Life Cycle (SDLC), System Applications ...
Lead Full Stack Developer
Toronto, ON · On-site
... PyTorch * Strategic thinker with excellent interpersonal skills to work across functions and ... Solving, Programming Languages, Software Development Life Cycle (SDLC), System Applications ...
Sr. AI Engineer
Toronto, ON · On-site
Design scalable and resilient ML systems using frameworks such as PyTorch and TensorFlow ... Strong programming skills in Python; experience with LangChain, LangGraph, or related frameworks is ...
Quick apply
Sr. AI Engineer
Toronto, ON · On-site
Design scalable and resilient ML systems using frameworks such as PyTorch and TensorFlow ... Strong programming skills in Python; experience with LangChain, LangGraph, or related frameworks is ...
Senior Machine Learning Engineer
CA$84K - CA$128K/yr
Implement CI/CD workflows using tools such as Azure DevOps or GitHub Actions. * Ensure operational ... Strong knowledge of LLM frameworks and libraries (such as transformers, trl, deepspeed, PyTorch ...
Senior Machine Learning Engineer
CA$84K - CA$128K/yr
Implement CI/CD workflows using tools such as Azure DevOps or GitHub Actions. * Ensure operational ... Strong knowledge of LLM frameworks and libraries (such as transformers, trl, deepspeed, PyTorch ...
Pytorch Developer information
What is a PyTorch Developer?
What are the key skills and qualifications needed to thrive as a Pytorch Developer, and why are they important?
What is the difference between Pytorch Developer vs Machine Learning Engineer?
| Aspect | Pytorch Developer | Machine Learning Engineer |
|---|---|---|
| Required Credentials | Bachelor's or higher in CS, experience with PyTorch | Bachelor's or higher in CS, data science, or related field, with ML experience |
| Work Environment | Research labs, AI startups, tech companies focusing on deep learning | Tech companies, finance, healthcare, often involving deployment and scaling ML models |
| Industry Usage | Primarily in AI research and development teams | Across industries implementing ML solutions in production |
While both roles require knowledge of machine learning and experience with PyTorch, a Pytorch Developer mainly focuses on developing and optimizing deep learning models using PyTorch. A Machine Learning Engineer often has a broader scope, including deploying, maintaining, and scaling ML models across various platforms and industries.
What are some common challenges Pytorch Developers face when deploying machine learning models to production environments?
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Autodesk rating
9.5
Based on 5 frontline employees who took The Breakroom Quiz
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Job description
Job Requisition ID #
Position Overview
As a Software Developer on the Fusion platform services team withinProduct Development and Manufacturing Solutions (PDMS), you'll be part of a teamof technologists dedicated to creating cutting-edge AI and generative AI solutions that enhance developer productivity and experience. You'll work closely with AI engineers, software architects, and product engineering teams to build andrigorously evaluate intelligent agentic systems - including benchmarking AI agents against commercial solvers - and develop MCP (Model Context Protocol)-based tooling that integrates seamlessly with IDEs such as VS Code andCursor.
Responsibilities
Develop and orchestrate multi-agent AI systems for automated test generation, test execution, and end-to-end development workflow optimization using frameworks like LangGraph, AutoGen, or the Anthropic Agent SDK (Claude Code)
Design and implement agentic workflows that coordinate multiple AI agents to autonomously drive test automationacross UI, API, integration, and system levels, from test case synthesisto result evaluation, ensuring seamless integration with existing developer tools and MCP-compatible services
Build evaluation frameworks and custom benchmarks for agentic systems, including comparisons of AI agents against commercial solvers, using tools like AgentBench and Langfuse
Evaluate MCP server andtool performance across agentic pipelines, measuring latency,accuracy, context fidelity, and end-to-end task completion rates
Minimum Qualifications
BS/MS in Computer Science, Machine Learning, or a related applied AI field
Expertise in Python and ML frameworks (PyTorch, Transformers, scikit-learn)
Experience with LargeLanguage Models applied to software understanding or test generation
Knowledge of AI evaluation methodologies andmetrics for agentic task completion and test quality
Strong foundation in statistical analysis and experimental design
Experience with developer workflow and productivitymeasurement frameworks
Preferred Qualifications
Background in software engineeringor QA with close collaboration with development teams
Familiarity with test automation frameworks (e.g., Playwright, Selenium, Pytest, Appium) and CI/CD pipelines
Experience designing benchmarks that compare AI agents against commercial or domain-specific solvers
Hands-on experience with MCP(Model Context Protocol), building, evaluating, and optimizing MCP servers and tool integrations withinagentic pipelines
Experience with agentic AI frameworks including LangGraph, AutoGen, ortheAnthropic Agent SDK / Claude Code
Knowledge in vision-language models or multi-modal AI for UI and system-level understanding and evaluation
Experience with Azure AI Foundry/ML or AWS cloud MLplatforms
______________________________________________________________________________
Apercu du poste
En tant que developpeur logiciel au sein de l'equipe des services de la plateforme Fusion, dans le groupe Developpement de produits et solutions de fabrication (PDMS), vous ferez partie d'une equipe de technologues dediee a la creation de solutions d'IA et d'IA generative de pointe visant a ameliorer la productivite et l'experience des developpeurs. Vous collaborerez etroitement avec des ingenieurs en IA, des architectes logiciels et des equipes d'ingenierie produit afin de concevoir et d'evaluer rigoureusement des systemes intelligents agentiques - notamment en comparant les agents d'IA a des solveurs commerciaux - et de developper des outils bases sur le MCP (Model Context Protocol) qui s'integrent harmonieusement a des environnements de developpement integres (IDE) comme VS Code et Cursor.
Responsabilites
Developper et orchestrer des systemes d'IA multi-agents pour la generation automatisee de tests, l'execution de tests et l'optimisation des flux de developpement de bout en bout, a l'aide de cadres comme LangGraph, AutoGen ou le SDK Agent d'Anthropic (Claude Code)
Concevoir et mettre en uvre des flux de travail agentiques coordonnant plusieurs agents d'IA afin d'automatiser les tests aux niveaux interface utilisateur (UI), API, integration et systeme, de la creation des cas de test jusqu'a l'evaluation des resultats, tout en assurant une integration fluide avec les outils de developpement existants et les services compatibles MCP
Construire des cadres d'evaluation et des bancs d'essai personnalises pour les systemes agentiques, incluant des comparaisons entre agents d'IA et solveurs commerciaux, a l'aide d'outils comme AgentBench et Langfuse
Evaluer la performance des serveurs MCP et des outils au sein de pipelines agentiques, en mesurant la latence, la precision, la fidelite du contexte et les taux de completion des taches de bout en bout
Qualifications minimales
Baccalaureat ou maitrise en informatique, en apprentissage automatique ou dans un domaine connexe de l'IA appliquee
Expertise en Python et en cadres d'apprentissage automatique (PyTorch, Transformers, scikit-learn)
Experience avec les grands modeles de langage appliques a la comprehension logicielle ou a la generation de tests
Connaissance des methodologies d'evaluation en IA et des metriques liees a l'execution de taches agentiques et a la qualite des tests
Solide base en analyse statistique et en conception experimentale
Experience avec les flux de travail des developpeurs et les cadres de mesure de la productivite
Qualifications privilegiees
Experience en genie logiciel ou en assurance qualite (QA), avec collaboration etroite avec des equipes de developpement
Familiarite avec des cadres d'automatisation des tests (p. ex. Playwright, Selenium, Pytest, Appium) et les pipelines CI/CD
Experience dans la conception de bancs d'essai comparant des agents d'IA a des solveurs commerciaux ou specialises
Experience pratique avec le MCP (Model Context Protocol), incluant la conception, l'evaluation et l'optimisation de serveurs MCP et d'integrations d'outils dans des pipelines agentiques
Experience avec des cadres d'IA agentique tels que LangGraph, AutoGen ou le SDK Agent d'Anthropic / Claude Code
Connaissances des modeles vision-langage ou de l'IA multimodale pour la comprehension et l'evaluation des interfaces utilisateur et des systemes
Experience avec les plateformes infonuagiques d'apprentissage automatique comme Azure AI Foundry/ML ou AWS
Learn More
About Autodesk
Welcome to Autodesk! Amazing things are created every day with our software - from the greenest buildings and cleanest cars to the smartest factories and biggest hit movies. We help innovators turn their ideas into reality, transforming not only how things are made, but what can be made.
We take great pride in our culture here at Autodesk - it's at the core of everything we do. Our culture guides the way we work and treat each other, informs how we connect with customers and partners, and defines how we show up in the world.
When you're an Autodesker, you can do meaningful work that helps build a better world designed and made for all. Ready to shape the world and your future? Join us!
Salary transparency
Salary is one part of Autodesk's competitive compensation package. For Canada based roles, we expect a starting base salary between $88,000 and $128,700. Offers are based on the candidate's experience and geographic location, and may exceed this range. In addition to base salaries, our compensation package may include annual cash bonuses, commissions for sales roles, stock grants, and a comprehensive benefits package.Belonging
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About Autodesk
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Autodesk is changing how the world is designed and made. Our technology spans architecture, engineering, construction, product design, manufacturing, media, and entertainment, empowering innovators everywhere to solve challenges big and small. From greener buildings to smarter products to more mesmerizing blockbusters, Autodesk software helps our customers to design and make a better world for all. For more information visit autodesk.com or follow @autodesk.
Industry
Software development
Company size
10,000+ Employees
Headquarters location
San Rafael, CA, US
Year founded
1982