Senior Software Engineer - AI & ML Platform

Autodesk, Inc; Toronto; On-site; CAD 90,000 - 130,000; Full time

Job summary

A leading company is seeking a Senior Software Engineer to develop their AI and ML platform. This role involves system design, automation, and collaboration with diverse teams to enhance the software development lifecycle. Join a dynamic team and contribute to innovative solutions that shape the future of technology.

Qualifications

• Over 5 years of software development experience.
• Expertise in programming languages and cloud technologies.

Responsibilities

• Lead design and engineering of AI/ML software systems.
• Develop tools for ML artifacts in production environments.
• Collaborate across teams to deliver the AI/ML platform.

Skills

Problem-Solving

Communication

Collaboration

Education

BS or MS in Computer Science

Tools

Python

Java

Go

SQL

AWS

Azure

Hadoop

Spark

Hive

Pandas

TensorFlow

PyTorch

Job description

Job Title : Senior Software Engineer - AI & ML Platform

About Autodesk

Autodesk makes software for people who make things. We are a global leader in 3D design, engineering, manufacturing, and entertainment software. Our customers use Autodesk software to design and make the physical world that we live in. If you've ever driven a high-performance car, admired a towering skyscraper, used a smartphone, or watched a great film, chances are you've experienced what millions of Autodesk customers are doing with our software.

Position Overview

We are seeking a dynamic and enthusiastic senior software engineer 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.

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.

Basic Qualifications

• Educational Background : BS or MS in Computer Science, or equivalent practical experience.
• Experience : Over 5 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 created problem-solving skills with the ability to break down problems into manageable components.
• Proven experience with Amazon AWS (Amazon Web Services) or Azure cloud technologies.
• Experience 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.

Preferred Qualifications

• Exposure to deploying ML-enabled projects and solutions to production environments.
• Familiarity with Machine Learning Operations practices
• Exposure to open-source Large Language Models on Hugging Face like Llama & Mixtral
• Exposure to ML libraries such as PyTorch, TensorFlow, XGBoost, Pandas, and ScikitLearn.
• Familiarity with cloud data processing, training, deployment, or operations, such as Snowflake or Databricks.
• Exposure to statistical analysis.
• Past collaboration with data scientists and researchers

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 / Transparence salariale

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.

We take pride in cultivating a culture of belonging and an equitable workplace where everyone can thrive. Learn more here : https : / / www.autodesk.com / company / diversity-and-belonging

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