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Senior Software Development Engineer for AI/ML Platform

2 months ago

Toronto, Ontario, Canada Autodesk Full time
Job Overview

We are seeking an experienced software development engineer to design and implement a cutting-edge AI/ML platform used in the development of Autodesk's suite of products and services.

About Us

Welcome to Autodesk, where we help innovators turn their ideas into reality. Our culture is built on a strong foundation of collaboration, innovation, and customer satisfaction.

Job Description

The ideal candidate will have over 8 years of experience in software development and engineering, with a solid record of delivering production systems and services. They will be responsible for leading the design and engineering of software systems for the AI/ML Platform, contributing to the full ML development lifecycle.

Key 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.
Required Skills and Qualifications

The ideal candidate will have:

  • MS in Computer Science, or equivalent practical experience.
  • Over 8 years of experience in software development and engineering, with a solid record of delivering production systems and services.
  • Expertise in programming languages such as Python, Java, Go, scripting languages, and SQL.
  • Demonstrated problem-solving skills with the ability to break down problems into manageable components.
  • In-depth experience with Amazon AWS (Amazon Web Services) or Azure cloud technologies.
  • Excellent track record in scalable system design and distributed software architecture.
  • In-depth experience working with big data technologies, including NoSQL, Hadoop, Spark, Hive, and data pipelines.
  • Strong expertise in data platforms, encompassing the design and implementation of scalable and efficient data storage, retrieval, and processing systems.
  • Excellent communication and collaboration skills, fostering teamwork and effective information exchange.
  • Familiarity with agile development methodologies, including CI/CD & test-driven development.
  • Working knowledge with cloud data processing, training, deployment, or operations, such as Snowflake or Databricks.
Salary and Benefits

The salary for this position is estimated at $150,000 per year, based on industry standards and 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.