Machine Learning Developer (MLOps)

24WD81232

Position Overview

Autodesk's Emerging Media and Entertainment Technology Team is hiring a Machine Learning Developer to join our team and work on cutting-edge projects that help our customers imagine, design, and create a better world.

Reporting to our Director of R&D, you will help us improve and implement ML models and ensure deployment to the cloud.

Responsibilities

• Develop and enhance ML models and AI techniques
• Build experimental pipelines and prototypes
• Handle large-scale data processing
• Work with the Advanced Engineering team on AI solutions
• Develop and maintain ML Ops workflows and pipelines
• Ensure the scalability and reliability of ML models in production
• Automate model training, deployment, and monitoring processes
• Implement model versioning and tracking for reproducibility

Minimum Qualifications

• BSc or MSc in AI/ML-related fields (Computer Science, Mathematics, Statistics, Physics, etc.)
• 5+ years of software engineering experience with DevOps or ML Ops experience (experience with AWS, Azure, or GCP)
• Proficiency with Python and/or C++
• Knowledge of fundamental CS algorithms and statistical methods for ML
• Experience with Deep Learning techniques and frameworks like TensorFlow and PyTorch
• Strong documentation skills
• Ability to learn and adapt in new areas
• Effective interpersonal skills and a growth mindset

Preferred Qualifications

• Experience in computational geometry and geometric methods
• Expertise in network architectures, process automation, and resilience management
• Knowledge of multi-modal deep learning, information retrieval, NLP, or reinforcement learning
• PhD in an AI/ML-related field

Learn More

About 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: https://www.autodesk.com/company/diversity-and-belonging

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