Senior Machine Learning Software Engineer

Autodesk is a company that creates software used in product design and manufacturing, including the Fusion CAD/CAM software product that connects a company's entire product design and development process in a single tool.

• Degree in Data Science, Computer Science, Statistics, or a related quantitative field, or equivalent professional experience
• Proficient in Python and C++
• Experience with industry best practices for developing and maintaining complex code bases
• Strong documentation skills for code and software architecture hand-off
• Self-starter with initiative and ability to work with minimal supervision
• Comfortable working in ambiguous, evolving areas requiring adaptability
• Ability to decompose large problems into smaller components with clear solutions

Preferred:

• 3-5 years of software engineering experience
• Expertise with machine learning, deep learning, and statistical modeling tools and libraries such as PyTorch, TensorFlow, Pandas, SciKitLearn, pyspark
• Experience with big data platforms like Hadoop, Spark, Hive and analytic environments such as Databricks, SageMaker
• Experience with cloud data processing, training, deployment, or operations on AWS or GCP
• Experience developing web applications and APIs
• Experience with CAD/CAM software or design and manufacturing industries is a plus

• Develop robust software prototypes demonstrating applications of models, collaborating with machine learning researchers and ML Ops
• Identify opportunities to automate and streamline processes to improve research and development velocity
• Participate in design discussions with software architects as projects mature from research to pre-production
• Write programs that interface with production software such as Fusion
• Develop data pipelines to facilitate the machine learning lifecycle
• Containerize and deploy applications using Docker
• Advocate and implement best practices for code development at different stages of research and prototype maturity
• Collaborate with machine learning researchers, developers, product managers, software architects, and user experience designers