Senior Software Engineer, AI/ML Platform Architect

3 weeks ago

Toronto, Ontario, Canada Autodesk Full time

Position Overview

We 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 services.

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.

Minimum Qualifications

  • 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.

Preferred Qualifications

  • 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.

About Autodesk

Welcome to Autodesk. 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:

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