... PyTorch and other frameworks, laying the groundwork for long-term innovation ... The result: an MLIR-based stack that unifies hardware constraints with developer needs and ...
... PyTorch and other frameworks, laying the groundwork for long-term innovation ... The result: an MLIR-based stack that unifies hardware constraints with developer needs and ...
... PyTorch and other frameworks, laying the groundwork for long-term innovation ... The result: an MLIR-based stack that unifies hardware constraints with developer needs and ...
... PyTorch and other frameworks, laying the groundwork for long-term innovation ... The result: an MLIR-based stack that unifies hardware constraints with developer needs and ...
PyTorch * Scikit-Learn * Databricks ML * Feature Engineering * Model Deployment Preferred Skills * Predictive Maintenance * Demand Forecasting * Energy Load Optimization * Renewable Energy Analytics ...
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PyTorch * Scikit-Learn * Databricks ML * Feature Engineering * Model Deployment Preferred Skills * Predictive Maintenance * Demand Forecasting * Energy Load Optimization * Renewable Energy Analytics ...
PyTorch * Scikit-Learn * Databricks ML * Feature Engineering * Model Deployment Preferred Skills * Predictive Maintenance * Demand Forecasting * Energy Load Optimization * Renewable Energy Analytics ...
PyTorch * Scikit-Learn * Databricks ML * Feature Engineering * Model Deployment Preferred Skills * Predictive Maintenance * Demand Forecasting * Energy Load Optimization * Renewable Energy Analytics ...
PyTorch * Scikit-Learn * Databricks ML * Feature Engineering * Model Deployment Preferred Skills * Predictive Maintenance * Demand Forecasting * Energy Load Optimization * Renewable Energy Analytics ...
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PyTorch * Scikit-Learn * Databricks ML * Feature Engineering * Model Deployment Preferred Skills * Predictive Maintenance * Demand Forecasting * Energy Load Optimization * Renewable Energy Analytics ...
PyTorch * Scikit-Learn * Databricks ML * Feature Engineering * Model Deployment Preferred Skills * Predictive Maintenance * Demand Forecasting * Energy Load Optimization * Renewable Energy Analytics ...
PyTorch * Scikit-Learn * Databricks ML * Feature Engineering * Model Deployment Preferred Skills * Predictive Maintenance * Demand Forecasting * Energy Load Optimization * Renewable Energy Analytics ...
PyTorch * Scikit-Learn * Databricks ML * Feature Engineering * Model Deployment Preferred Skills * Predictive Maintenance * Demand Forecasting * Energy Load Optimization * Renewable Energy Analytics ...
PyTorch * Scikit-Learn * Databricks ML * Feature Engineering * Model Deployment Preferred Skills * Predictive Maintenance * Demand Forecasting * Energy Load Optimization * Renewable Energy Analytics ...
PyTorch * Scikit-Learn * Databricks ML * Feature Engineering * Model Deployment Preferred Skills * Predictive Maintenance * Demand Forecasting * Energy Load Optimization * Renewable Energy Analytics ...
PyTorch * Scikit-Learn * Databricks ML * Feature Engineering * Model Deployment Preferred Skills * Predictive Maintenance * Demand Forecasting * Energy Load Optimization * Renewable Energy Analytics ...
PyTorch * Scikit-Learn * Databricks ML * Feature Engineering * Model Deployment Preferred Skills * Predictive Maintenance * Demand Forecasting * Energy Load Optimization * Renewable Energy Analytics ...
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PyTorch * Scikit-Learn * Databricks ML * Feature Engineering * Model Deployment Preferred Skills * Predictive Maintenance * Demand Forecasting * Energy Load Optimization * Renewable Energy Analytics ...
PyTorch * Scikit-Learn * Databricks ML * Feature Engineering * Model Deployment Preferred Skills * Predictive Maintenance * Demand Forecasting * Energy Load Optimization * Renewable Energy Analytics ...
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PyTorch * Scikit-Learn * Databricks ML * Feature Engineering * Model Deployment Preferred Skills * Predictive Maintenance * Demand Forecasting * Energy Load Optimization * Renewable Energy Analytics ...
Proficiency in programming languages such as Python, with experience in frameworks like TensorFlow and PyTorch. * Familiarity with natural language processing (NLP) techniques and transformer models ...
Proficiency in programming languages such as Python, with experience in frameworks like TensorFlow and PyTorch. * Familiarity with natural language processing (NLP) techniques and transformer models ...
PyTorch * Spark ML * Feature Engineering * Model Deployment * SQL Required Qualifications: * Bachelor's or Master's degree in Data Science, AI, Computer Science, or related field. * 5+ years of ...
PyTorch * Spark ML * Feature Engineering * Model Deployment * SQL Required Qualifications: * Bachelor's or Master's degree in Data Science, AI, Computer Science, or related field. * 5+ years of ...
PyTorch * Spark ML * Feature Engineering * Model Deployment * SQL Required Qualifications: * Bachelor's or Master's degree in Data Science, AI, Computer Science, or related field. * 5+ years of ...
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PyTorch * Spark ML * Feature Engineering * Model Deployment * SQL Required Qualifications: * Bachelor's or Master's degree in Data Science, AI, Computer Science, or related field. * 5+ years of ...
PyTorch * Spark ML * Feature Engineering * Model Deployment * SQL Required Qualifications: * Bachelor's or Master's degree in Data Science, AI, Computer Science, or related field. * 5+ years of ...
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PyTorch * Spark ML * Feature Engineering * Model Deployment * SQL Required Qualifications: * Bachelor's or Master's degree in Data Science, AI, Computer Science, or related field. * 5+ years of ...
PyTorch * Spark ML * Feature Engineering * Model Deployment * SQL Required Qualifications: * Bachelor's or Master's degree in Data Science, AI, Computer Science, or related field. * 5+ years of ...
PyTorch * Spark ML * Feature Engineering * Model Deployment * SQL Required Qualifications: * Bachelor's or Master's degree in Data Science, AI, Computer Science, or related field. * 5+ years of ...
PyTorch * Spark ML * Feature Engineering * Model Deployment * SQL Required Qualifications: * Bachelor's or Master's degree in Data Science, AI, Computer Science, or related field. * 5+ years of ...
PyTorch * Spark ML * Feature Engineering * Model Deployment * SQL Required Qualifications: * Bachelor's or Master's degree in Data Science, AI, Computer Science, or related field. * 5+ years of ...
PyTorch * Spark ML * Feature Engineering * Model Deployment * SQL Required Qualifications: * Bachelor's or Master's degree in Data Science, AI, Computer Science, or related field. * 5+ years of ...
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PyTorch * Spark ML * Feature Engineering * Model Deployment * SQL Required Qualifications: * Bachelor's or Master's degree in Data Science, AI, Computer Science, or related field. * 5+ years of ...
PyTorch * Spark ML * Feature Engineering * Model Deployment * SQL Required Qualifications: * Bachelor's or Master's degree in Data Science, AI, Computer Science, or related field. * 5+ years of ...
PyTorch * Spark ML * Feature Engineering * Model Deployment * SQL Required Qualifications: * Bachelor's or Master's degree in Data Science, AI, Computer Science, or related field. * 5+ years of ...
PyTorch * Spark ML * Feature Engineering * Model Deployment * SQL Required Qualifications: * Bachelor's or Master's degree in Data Science, AI, Computer Science, or related field. * 5+ years of ...
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PyTorch * Spark ML * Feature Engineering * Model Deployment * SQL Required Qualifications: * Bachelor's or Master's degree in Data Science, AI, Computer Science, or related field. * 5+ years of ...
Senior Deep Learning Engineer
Vancouver, BC · 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
Vancouver, BC · 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 ...
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?

Full-time
Posted 14 days ago
Job description
- Architect the migration of the existing compiler flow into MLIR, defining dialects, passes, and lowering strategies.
- Build conversion paths between MLIR and Mythic's custom low-level IR to keep both flows operational during migration.
- Define validation infrastructure within MLIR, including interpretation or execution paths for simulation and debugging.
- Enable compilation by extending MLIR integration across analog accelerators and digital subsystems.
- Leverage Torch-MLIR where PyTorch inputs are available, and guide future integration with PyTorch 2.0 compiler technologies (TorchInductor, TorchDynamo, Torch-MLIR)
- 3+ years of experience in compiler or high-performance systems development.
- Proficiency in modern C++ (C++14/17/20) and Python.
- Direct, hands-on experience with MLIR, including dialect design, compiler passes, or lowering pipelines.
- Strong understanding of compiler IRs and transformations, with the ability to reason about lowering from high-level ops to hardware-aware representations.
- Experience architecting complete MLIR flows: from frontend dialects down to hardware-aware dialects, including conversion to and from existing IRs.
- Familiarity with PyTorch compiler technologies, especially Torch-MLIR and integration paths with PyTorch 2.0 (TorchDynamo, TorchInductor).
- Knowledge of dataflow architectures, scheduling, and memory orchestration.
- Background in heterogeneous or specialized accelerators (e.g., analog compute, NPUs, GPUs, DSPs).
- Shape the MLIR and PyTorch integration strategy for novel AI hardware.
- Opportunity to contribute upstream and influence the broader ML compiler ecosystem.
- Collaborate with a team spanning hardware, runtime, and compiler design.
- Competitive compensation, equity, and comprehensive benefits.