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Senior Machine Learning Engineer in 3D Geometry
3 months ago
Position Overview
At Autodesk, we are committed to shaping the future through innovative software solutions that empower creativity and efficiency. As a Senior Machine Learning Engineer specializing in 3D Geometry and Multi-Modal Technologies, you will collaborate with a talented team of researchers and engineers to develop cutting-edge machine learning features that enhance our product offerings.
Key Responsibilities
- Engage in collaborative projects that merge research and product development with a diverse team of professionals.
- Contribute to research initiatives by constructing robust machine learning pipelines, prototypes, and maintainable code.
- Process and analyze data to extract meaningful features.
- Diagnose errors and propose effective solutions.
- Communicate findings and insights to team members and leadership.
Minimum Qualifications
- Bachelor's or Master's degree in Computer Science or related field, or equivalent practical experience.
- A minimum of 3 years of experience in machine learning.
- Proven experience in scaling machine learning training and data pipelines.
- Familiarity with computational geometry and geometric modeling techniques.
- Experience with version control and deploying machine learning models.
- Knowledge of data modeling and processing with various data representations, including 2D and 3D geometry.
- Proficient in cloud services and architectures.
- Expertise in modern deep learning frameworks.
- Strong documentation skills for code, architectures, and experimental results.
Preferred Qualifications
- Experience with distributed systems.
- Understanding of the design, manufacturing, architecture, engineering, and construction (AEC), or media and entertainment sectors.
- Familiarity with Autodesk products or similar software.
About Autodesk
At Autodesk, we take pride in our culture and values, which foster an environment where creativity and innovation thrive. We believe in empowering our employees to achieve their full potential, leading to exceptional outcomes for our customers.
Diversity & Inclusion
We are dedicated to building a diverse and inclusive workplace that allows everyone to contribute to a better world. Autodesk is an equal opportunity employer, and we welcome applications from all qualified individuals.
