... PySpark, PyTorch, scikit-learn, or Polars. 3+ years of DevOps experience, including CI/CD, version control, and software engineering best practices. Hands-on experience with PETs such as ...
... PySpark, PyTorch, scikit-learn, or Polars. 3+ years of DevOps experience, including CI/CD, version control, and software engineering best practices. Hands-on experience with PETs such as ...
Junior AI Developer
Ottawa, ON · On-site
Proficiency in Python and familiarity with ML libraries like scikit-learn, PyTorch, or TensorFlow ... Growth path toward senior AI engineering or solution architecture roles * An innovative and ...
Quick apply
Junior AI Developer
Ottawa, ON · On-site
Proficiency in Python and familiarity with ML libraries like scikit-learn, PyTorch, or TensorFlow ... Growth path toward senior AI engineering or solution architecture roles * An innovative and ...
AI Engineer - Assistant Vice President
Mississauga, ON · On-site
CA$94K - CA$141K/yr
You will collaborate with engineers and stakeholders and drive innovation by applying GenAI to ... TensorFlow, PyTorch LLMs: Llama, Gemini, GPT-4, and other advanced LLMs. Vector Databases: Pinecone ...
AI Engineer - Assistant Vice President
Mississauga, ON · On-site
CA$94K - CA$141K/yr
You will collaborate with engineers and stakeholders and drive innovation by applying GenAI to ... TensorFlow, PyTorch LLMs: Llama, Gemini, GPT-4, and other advanced LLMs. Vector Databases: Pinecone ...
Machine Learning Ops Developer
Toronto, ON · On-site
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 ...
Machine Learning Ops Developer
Toronto, ON · On-site
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 ...
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 ...
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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 ...
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 ...
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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 ...
Strong programming skills in Python and experience with libraries such as PyTorch, TensorFlow, scikit-learn, NumPy, and Pandas. * Experience working with large datasets, SQL, and data processing ...
Strong programming skills in Python and experience with libraries such as PyTorch, TensorFlow, scikit-learn, NumPy, and Pandas. * Experience working with large datasets, SQL, and data processing ...
AI Developer
Concord, ON · On-site
Strong programming skills in Python and experience with libraries such as PyTorch, TensorFlow, scikit-learn, NumPy, and Pandas. * Experience working with large datasets, SQL, and data processing ...
Quick apply
AI Developer
Concord, ON · On-site
Strong programming skills in Python and experience with libraries such as PyTorch, TensorFlow, scikit-learn, NumPy, and Pandas. * Experience working with large datasets, SQL, and data processing ...
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 ...
Exposure with AI/Machine Learning tools, frameworks (e.g., TensorFlow, PyTorch, scikit-learn), and ... programming. Experience in managing and implementing successful projects Working knowledge of ...
Exposure with AI/Machine Learning tools, frameworks (e.g., TensorFlow, PyTorch, scikit-learn), and ... programming. Experience in managing and implementing successful projects Working knowledge of ...
... 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 ...
... 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 ...
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 ...
Senior Machine Learning Engineer
Toronto, ON · On-site
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
Toronto, ON · On-site
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
Ottawa, ON · On-site
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
Ottawa, ON · On-site
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 ...
Web Developer * Hadoop Developer * Automation Developer * Machine Learning Software Engineer ... Experience with deep learning frameworks like TensorFlow or PyTorch, and other libraries like ...
Web Developer * Hadoop Developer * Automation Developer * Machine Learning Software Engineer ... Experience with deep learning frameworks like TensorFlow or PyTorch, and other libraries like ...
2027 Winter Student Opportunities Technology & Operations - Software Developer,12 Months
Toronto, ON · On-site
Web Developer * Hadoop Developer * Automation Developer * Machine Learning Software Engineer ... Experience with deep learning frameworks like TensorFlow or PyTorch, and other libraries like ...
2027 Winter Student Opportunities Technology & Operations - Software Developer,12 Months
Toronto, ON · On-site
Web Developer * Hadoop Developer * Automation Developer * Machine Learning Software Engineer ... Experience with deep learning frameworks like TensorFlow or PyTorch, and other libraries like ...
Senior Machine Learning Engineer
Oakville, ON · On-site
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
Oakville, ON · On-site
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 ...
Web Developer * Hadoop Developer * Automation Developer * Machine Learning Software Engineer ... Experience with deep learning frameworks like TensorFlow or PyTorch, and other libraries like ...
Web Developer * Hadoop Developer * Automation Developer * Machine Learning Software Engineer ... Experience with deep learning frameworks like TensorFlow or PyTorch, and other libraries like ...
Senior Machine Learning Engineer
London, ON · On-site
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
London, ON · On-site
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 ...
Execute ML/AI engineering tasks including exploratory data analysis, data preparation, model ... TensorFlow, PyTorch, Azure ML Studio, Databricks MLFlow). * Develop and optimize AI and GenAI ...
Execute ML/AI engineering tasks including exploratory data analysis, data preparation, model ... TensorFlow, PyTorch, Azure ML Studio, Databricks MLFlow). * Develop and optimize AI and GenAI ...
Pytorch Developer information
What is a PyTorch developer?
A PyTorch Developer is a software engineer or data scientist who specializes in using PyTorch, an open-source machine learning library, to build and deploy deep learning models. Their responsibilities typically include designing neural network architectures, training and evaluating models, and optimizing code for performance. PyTorch Developers work in fields such as artificial intelligence, computer vision, and natural language processing, collaborating with teams to solve complex problems using machine learning. They are proficient in Python and have a strong understanding of deep learning concepts. Additionally, they often contribute to research, development, and the deployment of AI solutions in production environments.
What are some common challenges PyTorch developers face when deploying machine learning models to production environments?
Pytorch Developers often encounter challenges when transitioning models from research to production, such as optimizing model performance for inference speed and memory usage, ensuring compatibility with deployment frameworks like TorchScript or ONNX, and managing dependencies across different systems. Additionally, integrating PyTorch models into existing software stacks and maintaining reproducibility can be complex. Collaborating closely with DevOps and data engineering teams is crucial to address these issues and ensure smooth deployment.
What are the key skills and qualifications needed to thrive as a PyTorch developer, and why are they important?
To thrive as a Pytorch Developer, you need strong programming skills in Python, a solid grasp of machine learning concepts, and experience with deep learning frameworks—especially PyTorch itself. Familiarity with tools like CUDA, Jupyter Notebooks, and version control systems (e.g., Git) is typically expected, along with knowledge of cloud platforms or relevant certifications. Problem-solving ability, effective collaboration, and clear communication are crucial soft skills for success in this role. These skills and qualities are vital for efficiently building, optimizing, and deploying machine learning models in real-world applications.
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 popular job titles related to Pytorch Developer jobs in Ontario?
For Pytorch Developer jobs in Ontario, the most frequently searched job titles are:
What job categories do people searching Pytorch Developer jobs in Ontario look for?
The top searched job categories for Pytorch Developer jobs in Ontario are:
Full-time
Posted 6 days ago
Job description
Job Description Senior Privacy-Enhancing Technologies (PETs) Developer Role Summary We are seeking a Senior Developer with expertise in Privacy-Enhancing Technologies (PETs) to develop scalable, production-ready privacy solutions across complex data environments. The role requires strong experience in Python, data engineering, cloud infrastructure, and DevOps. Key Responsibilities Develop and implement PET solutions for structured and unstructured data.
Integrate open-source libraries and platforms into production environments. Build and test proof-of-concept solutions for performance, scalability, and privacy. Develop and optimize ETL/data pipelines for data processing and sanitization.
Provision and manage cloud infrastructure and DevOps workflows. Evaluate emerging technologies and provide technical recommendations. Create technical documentation, reports, and project deliverables.
Key Qualifications Active Secret-level security clearance or eligibility to obtain one. Master's or Ph.D. in Computer Science, Data Science, AI/ML, Cybersecurity, Cryptography, Mathematics, Statistics, or related field
5+ years of Python development with tools such as pandas, NumPy, SciPy, PySpark, PyTorch, scikit-learn, or Polars. 3+ years of DevOps experience, including CI/CD, version control, and software engineering best practices. Hands-on experience with PETs such as anonymization, differential privacy, synthetic data, federated learning, homomorphic encryption, or SMPC.
Experience with Azure, Fabric, Azure Data Lake, Databricks, Docker, Terraform/Ansible, and Linux. Knowledge of advanced ML techniques including Transformers, GANs, Autoencoders, and RAG. Experience working with large and complex datasets, preferably in regulated environments.