Principal Machine Learning Engineer (Remote US or US Autodesk Offices))

Autodesk Construction Solutions

San Francisco California

United States

Engineering
(No Timezone Provided)

Position Overview

With Autodesk software, you have the power to Make Anything. The future of making is here, bringing withitsradical changes in the way things are designed, made, and used.Our software is used by everyone - from design professionals, engineers and architects to digital artists,studentsand hobbyists.We constantly explore new ways to integrate allthedimensions of diversity across our employees, customers, partners, and communities.Ourultimate goalis to expand opportunities for anyone to imagine, design, and make a better world.

AutoCAD® is computer-aided design (CAD) software that architects, engineers, and construction professionals rely on to create precise 2D and 3D drawings.This globally leading productis currently used by millions todesign objects from electrical panels to construction floor plans. This team isatthecenter ofa company-wide transformation to buildthe next generation of features that leverageArtificial Intelligence and Machine Learningtechnology.

We are seeking an experienced engineer to join ourAutoCADmachine learningteamthat is focused on buildinga new suite of features that help our customers work more efficiently and effectively than ever before. We are looking for a passionate, creative, collaborative and experiencedpersonwho can both mentor and bring domain expertise to the team. As a technical leader, we value your knowledge in applying appropriate machine learning, deep learning, predictive modeling and optimization to prototype, build and deploy solutions to new problem spaces.

Responsibilities

  •  Research, design andbuildingmachine learning and deep learning solutions to new problems.
  • Provide technical leadership to support the team in defining the strategic direction and roadmap.

  • Mentor other engineers to scale our machine learning team in terms of knowledge, technology and process.

  • Advocate and implementthebest practices 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,designand other stakeholders to deliver products that have aquantifiableimpact on Autodesk’s business.

  •  Machine Learning Engineer, Remote US locations or US or Canada Autodesk Offices

    Minimum Qualifications

  •  A degree in a related field (Data Science, Computer Science, Statistics or a quantitative-related field) or equivalent professional experience.
  • Proven track record overseeing machine learning projects at all stages, from initial conception to implementation and optimization

  • Collaborative, respectful,and inclusiveengineerwho can work in a diverse, global team

  • Preferred Qualifications

  •  MS/Ph.D.in a related field (Data Science, Computer Science, Statistics,or a quantitative-related field)
  • 4+ years’ experience indeveloping and shippingmachine learning, natural language processing or deep learningmodels.

  • Experience in Python 

  • Experience in deep learning libraries, such asPytorchandtensorflow

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

  • Expertise with ML, DL and statistical modeling tools such asPytorch,Tensorflow, Pandas,SciKitLearn,pyspark(in IDEs like PyCharm, RStudio,Jupyter, Databricks)

  • 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.

  •  #LIPOST

    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.

    Are you an existing contractor or consultant with Autodesk? Please search for open jobs and apply internally (not on this external site). If you have any questions or require support, contact Autodesk Careers.

    Principal Machine Learning Engineer (Remote US or US Autodesk Offices))

    Autodesk Construction Solutions

    San Francisco California

    United States

    Engineering

    (No Timezone Provided)

    Position Overview

    With Autodesk software, you have the power to Make Anything. The future of making is here, bringing withitsradical changes in the way things are designed, made, and used.Our software is used by everyone - from design professionals, engineers and architects to digital artists,studentsand hobbyists.We constantly explore new ways to integrate allthedimensions of diversity across our employees, customers, partners, and communities.Ourultimate goalis to expand opportunities for anyone to imagine, design, and make a better world.

    AutoCAD® is computer-aided design (CAD) software that architects, engineers, and construction professionals rely on to create precise 2D and 3D drawings.This globally leading productis currently used by millions todesign objects from electrical panels to construction floor plans. This team isatthecenter ofa company-wide transformation to buildthe next generation of features that leverageArtificial Intelligence and Machine Learningtechnology.

    We are seeking an experienced engineer to join ourAutoCADmachine learningteamthat is focused on buildinga new suite of features that help our customers work more efficiently and effectively than ever before. We are looking for a passionate, creative, collaborative and experiencedpersonwho can both mentor and bring domain expertise to the team. As a technical leader, we value your knowledge in applying appropriate machine learning, deep learning, predictive modeling and optimization to prototype, build and deploy solutions to new problem spaces.

    Responsibilities

  •  Research, design andbuildingmachine learning and deep learning solutions to new problems.
  • Provide technical leadership to support the team in defining the strategic direction and roadmap.

  • Mentor other engineers to scale our machine learning team in terms of knowledge, technology and process.

  • Advocate and implementthebest practices 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,designand other stakeholders to deliver products that have aquantifiableimpact on Autodesk’s business.

  •  Machine Learning Engineer, Remote US locations or US or Canada Autodesk Offices

    Minimum Qualifications

  •  A degree in a related field (Data Science, Computer Science, Statistics or a quantitative-related field) or equivalent professional experience.
  • Proven track record overseeing machine learning projects at all stages, from initial conception to implementation and optimization

  • Collaborative, respectful,and inclusiveengineerwho can work in a diverse, global team

  • Preferred Qualifications

  •  MS/Ph.D.in a related field (Data Science, Computer Science, Statistics,or a quantitative-related field)
  • 4+ years’ experience indeveloping and shippingmachine learning, natural language processing or deep learningmodels.

  • Experience in Python 

  • Experience in deep learning libraries, such asPytorchandtensorflow

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

  • Expertise with ML, DL and statistical modeling tools such asPytorch,Tensorflow, Pandas,SciKitLearn,pyspark(in IDEs like PyCharm, RStudio,Jupyter, Databricks)

  • 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.

  •  #LIPOST

    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.

    Are you an existing contractor or consultant with Autodesk? Please search for open jobs and apply internally (not on this external site). If you have any questions or require support, contact Autodesk Careers.