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Old Toronto, Ontario, Canada Autodesk Full timeJob Title: Principal Software Engineer, AI/ML PlatformJob Summary:We are seeking a highly skilled Principal Software Engineer to lead the development of our next-generation AI/ML platform. As a key member of our team, you will design and engineer software systems for the AI/ML Platform, contributing to the full ML development lifecycle. Your expertise in...
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Old Toronto, Ontario, Canada Autodesk Full timeJob Title: Principal Software Engineer, AI/ML PlatformJob Summary:We are seeking a highly skilled Principal Software Engineer to lead the development of our next-generation AI/ML platform. As a key member of our team, you will design and engineer software systems for the AI/ML Platform, contributing to the full ML development lifecycle. Your expertise in...
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Toronto, Ontario, Canada Autodesk Full timePosition OverviewWe are seeking a highly skilled software engineer to develop and lead the development of our next-generation AI/ML platform, used in the creation of Autodesk's suite of products and services. This platform will enable faster and more secure development of generative AI solutions, enhancing the intelligence of our software products across...
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Toronto, Ontario, Canada Autodesk Full timePosition OverviewWe are seeking a highly skilled software engineer to develop and lead the development of our next-generation AI/ML platform, used in the creation of Autodesk's suite of products and services. This platform will enable faster and more secure development of generative AI solutions, enhancing the intelligence of our software products across...
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Toronto, Ontario, Canada Autodesk Full timePosition OverviewWe are seeking a highly skilled software engineer to develop and lead the development of our next-generation AI/ML platform, used in the creation of Autodesk's suite of products and services. This platform will enable faster and more secure development of generative AI solutions, enhancing the intelligence of our software products across...
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Toronto, Ontario, Canada Autodesk Full timePosition OverviewWe are seeking a highly skilled software engineer to develop and lead the development of our next-generation AI/ML platform, used in the creation of Autodesk's suite of products and services. This platform will enable faster and more secure development of generative AI solutions, enhancing the intelligence of our software products across...
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Toronto, Ontario, Canada Autodesk Full timePosition OverviewWe are seeking a highly skilled software engineer to lead the development of our next-generation AI/ML platform, which will be used in the creation of Autodesk's suite of products and services. This platform will enable the development of innovative AI solutions, enhancing the intelligence of our software products across various domains,...
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Toronto, Ontario, Canada Autodesk Full timePosition OverviewWe are seeking a highly skilled software engineer to develop our next-generation AI/ML platform used in the development of Autodesk's suite of products and services. The ideal candidate will have a strong background in software development and engineering, with a focus on AI/ML technologies.ResponsibilitiesInnovative System Design: Lead the...
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Toronto, Ontario, Canada Autodesk Full timePosition OverviewWe are seeking a highly skilled software engineer to develop and lead the development of our next-generation AI/ML platform. This platform will be used in the development of Autodesk's suite of products and services. The ideal candidate will have a strong background in software development and engineering, with a focus on AI/ML...
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Toronto, Ontario, Canada Autodesk Full timePosition OverviewWe are seeking a highly skilled software engineer to develop our next-generation AI/ML platform used in the development of Autodesk's suite of products and services. The ideal candidate will have a strong background in software development and engineering, with a solid record of delivering production systems and...
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Toronto, Ontario, Canada Autodesk Full timeJob SummaryAs an AI/ML Platform Product Manager at Autodesk, you will be responsible for defining and executing the multi-year product roadmap for the Autodesk Machine Learning Platform. This role requires a deep understanding of machine learning and AI concepts, algorithms, and technologies, as well as experience in product management, with a focus on ML or...
Principal Software Engineer, AI/ML Platform Specialist
2 months ago
We are seeking a highly skilled and experienced software engineer to develop our next-generation AI/ML platform used in the development of Autodesk's suite of products and services. This platform will enable faster and more secure development of generative AI solutions, bolstering the intelligence of our software products across various domains including construction, manufacturing, and media & entertainment.
Responsibilities- Innovative System Design: Lead the design and engineering of software systems for the AI/ML Platform, contributing to the full ML development lifecycle.
- Automation and Streamlining: Identify and implement opportunities to automate and streamline ML development processes, fostering efficiency and effectiveness.
- Workflow Automation: Develop comprehensive systems to automate and optimize laborious processes, integrating them seamlessly into our platform to streamline operations.
- ML Solution Deployment: Develop tools for building and deploying ML artifacts in production environments, facilitating a smooth transition from development to deployment.
- Big Data Management: Automate and orchestrate tasks related to managing big data transformation and processing, building large-scale data stores for ML artifacts.
- Scalable Services: Design and implement low-latency, scalable prediction, and inference services to support the diverse needs of our users.
- Cross-Functional Collaboration: Collaborate across diverse teams, including machine learning researchers, developers, product managers, software architects, and operations, fostering a collaborative and cohesive work environment.
- Architectural Leadership: Take ownership of critical components of the platform, providing architectural direction, and contributing to the overall success of the AI/ML Platform.
- Education: MS in Computer Science, or equivalent practical experience.
- Experience: Over 8 years of experience in software development and engineering, with a solid record of delivering production systems and services.
- Expertise: Expertise in programming languages such as Python, Java, Go, scripting languages, and SQL.
- Problem-Solving Skills: Demonstrated created problem-solving skills with the ability to break down problems into manageable components.
- Cloud Experience: In-depth experience with Amazon AWS (Amazon Web Services) or Azure cloud technologies.
- Scalable System Design: Excellent track record in scalable system design and distributed software architecture.
- Big Data Technologies: In-depth experience working with big data technologies, including NoSQL, Hadoop, Spark, Hive, and data pipelines.
- Data Platforms: Strong expertise in data platforms, encompassing the design and implementation of scalable and efficient data storage, retrieval, and processing systems.
- Communication Skills: Excellent communication and collaboration skills, fostering teamwork and effective information exchange.
- Agile Methodologies: Familiarity with agile development methodologies, including CI/CD & test-driven development.
- Cloud Data Processing: Working knowledge with cloud data processing, training, deployment, or operations, such as Snowflake or Databricks.
- ML Deployment Experience: Exposure to deploying ML-enabled projects and solutions to production environments.
- Machine Learning Operations: Familiarity with Machine Learning Operations practices.
- Large Language Models: Exposure to open-source Large Language Models on Hugging Face like Llama & Mixstral.
- ML Libraries: Exposure to ML libraries such as PyTorch, TensorFlow, XGBoost, Pandas, and ScikitLearn.
- Statistical Analysis: Exposure to statistical analysis.
- Data Scientist Collaboration: Past collaboration with data scientists and researchers.
