Develop robust software prototypes demonstrating applications of models, in collaboration 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 (Docker)
Advocate and implement best practices to ensure the team is developing code effectively at different stages of research and prototype maturity
Work across a diverse group of machine learning researchers, developers, product managers, software architects and user experience designers
Minimum Requirements
A degree in a related field (Data Science, Computer Science, Statistics or a quantitative-related field) or equivalent professional experience.
Proficient in Python, C++
Experience with industry best practices for developing and maintaining complex code bases
Strong documentation skills to hand-off code and software architecture
A self-starter with initiative to search for solutions and execute on problems with minimal supervision
Comfortable working in newly forming ambiguous areas where learning and adaptability are key skills and requirements may change as new information is gained
Ability to break down a large problem into small components and provide a clear solution for each
Preferred Requirement
3-5 years of experience with software engineering
Expertise with Machine Learning, Deep Learning and statistical modeling tools and libraries such as Pytorch, TensorFlow, Pandas, SciKitLearn, pyspark (in IDEs like PyCharm, RStudio, Jupyter)
Experience working with big data platforms (Hadoop, Spark, Hive) and orchestration frameworks and analytic environments (Databricks, SageMaker)
Experience with cloud data processing, training, deployment, or operations (AWS, GCP)
Experience with developing web applications
Experience with developing APIs
Experience with CAD/CAM software, or design and manufacturing industries are a plus
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 - it's at the core of everything we do. Our culture guides the way we work and treat each other, informs how we connect with customers and partners, and defines how we show up in the world.
When you're an Autodesker, you can do meaningful work that helps build a better world designed and made for all. Ready to shape the world and your future? Join us!
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Job Requisition ID #
26WD98709
Senior Software Engineer - Machine Learning
Fusion - Collaborative Research and Innovation
The Fusion Collaborative Research and Innovation team is looking for a driven and naturally curious software engineer who can hit the ground running in a dynamic environment. We are a small, agile applied research team that are intensely curious and passionate about the impact of artificial intelligence on the product design and manufacturing industry.
Fusion is a CAD/CAM software product that connects a company's entire product design & development process in a single tool. We see many opportunities for machine learning to expand what our customers are capable of.
In this role, you will play a critical role in bridging the gap between machine learning researchers and production software developers for Fusion . You will work with researchers to build out novel applications for machine learning. When the time comes to move any feature into product, you will be a strong interface with product engineering to plan the integration into Fusion . You are excited by the idea of working on a wide range of tasks across the research and development pipeline.
Autodesk · Kraków, Poland