Senior Machine Learning Engineer
Description For Senior Machine Learning Engineer
Autodesk is seeking a Senior Machine Learning Engineer to join their Product Development and Manufacturing Solutions division, focusing on revolutionizing the CAD and CAM industry through Autodesk Fusion. This role is central to developing cloud-based automation and AI-powered capabilities that will serve millions of users. The position combines cutting-edge ML research with practical engineering, requiring expertise in data preparation, model training, and cloud-based service deployment. The successful candidate will work on transformative projects that impact the future of design and manufacturing, leveraging the latest AI/ML technologies and research. The role offers opportunities for innovation, fast iteration, and collaboration in a minimal-bureaucracy environment. Key responsibilities include developing cloud-based data pipelines, optimizing ML models, and integrating AI solutions into production systems. The position requires strong technical skills in Python and JavaScript, research expertise in AI/ML, and experience with cloud computing platforms. The role combines hands-on development with strategic technical leadership, including mentoring team members and contributing to the broader AI/ML community through research publications.
Responsibilities For Senior Machine Learning Engineer
- Design and develop cloud-based data preparation pipeline for ML model development
- Optimize pipeline for throughput, latency, and cost
- Develop ML models based on latest research
- Improve and customize existing models using RAG, fine-tuning, and transfer-learning
- Integrate existing ML models into novel applications
- Develop and deploy AI/ML applications
- Apply ML methods to address CAD/CAM challenges
- Review AI/ML literature and industry developments
- Collaborate with cross-functional teams
- Mentor junior researchers and engineers
- Publish research findings in conferences and journals
Requirements For Senior Machine Learning Engineer
- Proven research track record in AI/ML, high-performance computing, big data, applied mathematics, or statistics
- Demonstrated history of developing AI/ML powered solutions
- Proficiency in Python and JavaScript
- Solid understanding of ML approaches
- Natural aptitude for good code and software architecture
- Hands-on mentality
- Strong experience with AWS services (preferred)
- Understanding of governance for cloud-based and AI solutions (preferred)
- Experience with ML frameworks for data preparation and training at large scale (preferred)
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