Job Description

Job Requisition ID #

22WD61070

Position Overview

The Reality Solutions group at Autodesk is responsible for the development of next generation technologies to increase the ease of use and value of reality capture data in building, construction and infrastructure workflows. We employ machine learning, computer vision and computational geometry to solve complex problems, tackle data and performance at massive scales, while hiding this complexity from our users when they use it in our desktop and cloud services.

We are seeking an experience engineer to help build out our reality data feature recognition and extraction platform. We are looking for a passionate, creative and collaborative person who can bring their experience of developing production-grade ML systems to the team. We value your knowledge in applying appropriate machine learning, deep learning, predictive modelling and optimization to prototype, build and deploy solutions to new problem spaces.

Responsibilities

Research, design and building machine learning and deep learning solutions to new problems

Lead machine learning based research with cross-functional teams to discover new business opportunities

Advocate and implement the best practices, in terms of knowledge, technology and process, to ensure the team is working effectively to deliver customer value while also constantly learning to remain up to date in a rapidly changing domain

Collaborate effectively with product management, engineering, design and other stakeholders to deliver products that have a quantifiable impact on Autodesk's business

Minimum Qualifications

A degree in a related field (Data Science, Computer Vision, Computational Geometry) or equivalent professional experience

Experience with Reality Capture technologies (Point clouds, 3D photogrammetry, large scale data & rendering)

Proven track record overseeing machine learning projects at all stages, from initial conception to implementation and optimization

Collaborative, respectful, and inclusive engineer who is interested to work in a diverse and global team

Preferred Qualifications

Bachelors/MS/Ph.D. in a related field (Data Science, Computer Science, Statistics, or a quantitative-related field)

3+ years' experience in developing and shipping machine learning, natural language processing or deep learning models

Experience in Python

Experience in deep learning libraries, such as PyTorch and TensorFlow

Experience working with big data platforms (Hadoop, Spark, Hive) and orchestration frameworks (Airflow) and analytic environments (SageMaker)

Experience working with AWS services like ECR, S3 & Lambda

Experience in data pre-processing and building ML pipelines

Strong communicator who can explain complex topics to both a technical and non-technical audience

Excellent communication skills, project management skills, and technical management skills

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At Autodesk, we're building a diverse workplace and an inclusive culture to give more people the chance to imagine, design, and make a better world. Autodesk is proud to be an equal opportunity employer and considers all qualified applicants for employment without regard to race, color, religion, age, sex, sexual orientation, gender, gender identity, national origin, disability, veteran status or any other legally protected characteristic. We also consider for employment all qualified applicants regardless of criminal histories, consistent with applicable law.

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