Autodesk
Job title:
Senior and Principal Software Engineers, AI/ML Platform
Company
Autodesk
Job description
Job Requisition ID #25WD84833We are seeking a dynamic and enthusiastic senior software and principal software engineers to develop our next-generation AI/ML platform used in the development of Autodesk’s suite of products and services. Join our dynamic and rapidly expanding team to help build innovative capabilities that enable faster and more secure development of machine learning and generative AI solutions, bolstering the intelligence of Autodesk software products and services. You will collaborate with research and product engineering from various domains including design, construction, manufacturing, and media & entertainment to deliver the platform that supports full AI/ML development lifecycle.We are hiring for multiple levels of Software Engineers, AI/ML Platform in Canada.ResponsibilitiesInnovative System Design: Lead the design and engineering of software systems for the AI/ML Platform, contributing to the full ML development lifecycleAutomation and Streamlining: Identify and implement opportunities to automate and streamline ML development processes, fostering efficiency and effectivenessWorkflow Automation: Develop comprehensive systems to automate and optimize laborious processes, integrating them seamlessly into our platform to streamline operationsML Solution Deployment: Develop tools for building and deploying ML artifacts in production environments, facilitating a smooth transition from development to deploymentBig Data Management: Automate and orchestrate tasks related to managing big data transformation and processing, building large-scale data stores for ML artifactsScalable Services: Design and implement low-latency, scalable prediction, and inference services to support the diverse needs of our usersCross-Functional Collaboration: Collaborate across diverse teams, including machine learning researchers, developers, product managers, software architects, and operations, fostering a collaborative and cohesive work environmentArchitectural Leadership: Take ownership of critical components of the platform, providing architectural direction, and contributing to the overall success of the AI/ML PlatformMinimum QualificationsBSc in Computer Science, or equivalent practical experience3-8 years of experience in software development and engineering, with a solid record of delivering production systems and servicesExpertise in programming languages such as Python, Java, Go, scripting languages and SQLDemonstrated created problem-solving skills with the ability to break down problems into manageable componentsIn-depth experience with Amazon AWS (Amazon Web Services) or Azure cloud technologiesExcellent track record in scalable system design and distributed software architectureIn-depth experience working with big data technologies, including NoSQL, Hadoop, Spark, Hive, and data pipelinesStrong expertise in data platforms, encompassing the design and implementation of scalable and efficient data storage, retrieval, and processing systemsExcellent communication and collaboration skills, fostering teamwork and effective information exchangeFamiliarity with agile development methodologies, including CI/CD & test-driven developmentWorking knowledge with cloud data processing, training, deployment, or operations, such as Snowflake or DatabricksWorking knowledge of cloud networking principles and their security implications for organizations holding sensitive dataPreferred QualificationsExposure to deploying ML-enabled projects and solutions to production environmentsFamiliarity with Machine Learning Operations practicesExposure to open-source Large Language Models on Hugging Face like Llama & MixtralExposure to ML libraries such as PyTorch, TensorFlow, XGBoost, Pandas, and ScikitLearnExposure to statistical analysisPast collaboration with data scientists and researchersHands-on experience building on Kubernetes centric infrastructure and CI/CD processesHands-on experience automating vulnerability fixes and working with security teams at large enterprise companies#LI-POSTLearn MoreAbout 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 – our Culture Code is at the core of everything we do. Our values and ways of working help our people thrive and realize their potential, which leads to even better outcomes for our customers.When you’re an Autodesker, you can be your whole, authentic self and do meaningful work that helps build a better future for all. Ready to shape the world and your future? Join us!Salary transparency Salary is one part of Autodesk’s competitive compensation package. Offers are based on the candidate’s experience and geographic location. In addition to base salaries, we also have a significant emphasis on discretionary annual cash bonuses, commissions for sales roles, stock or long-term incentive cash grants, and a comprehensive benefits package.Diversity & Belonging
We take pride in cultivating a culture of belonging and an equitable workplace where everyone can thrive. Learn more here:Are you an existing contractor or consultant with Autodesk?Please search for open jobs and apply internally (not on this external site).
Expected salary
Location
Toronto, ON
Job date
Sat, 11 Jan 2025 03:45:54 GMT
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