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Sr. Imagery Data Scientist

Company: RELX INC
Location: Cheyenne
Posted on: November 23, 2022

Job Description:

We are looking for a Sr. Data Scientist II to join the Property Analytics team with strong expertise in statistics/modeling and machine learning/computer vision to join our diverse team of data scientists. You will play a key role in building imagery analytics models to assess risks associated with a property, collaborate with geospatial data scientists and modeling data scientists, and work closely with the Vertical and Product teams to design and implement new solutions that are cutting edge and innovative supporting the insurance market.Responsibilities

  • Research and develop new machine learning models to analyze imagery data by ideating and experimenting with new methodologies to generate and test new imagery attributes into our existing machine learning workflows.
  • Assist with the design and development of data acquisition, training data and the development of machine learning models to produce key attributes that can leverage in risk segmentation models.
  • Ideate, research and design new deep learning methodologies (object detection, image classification and semantic segmentation) on high resolution aerial imagery to generate new attributes for applications in property risk assessment.
  • Store, archive, index, transfer and analyze large geospatial data (structured and unstructured data) at national scale
  • Explore and mine new data sources to help optimize and validate existing models.Qualifications
    • Graduate degree in Electrical Engineering, Computer Science, Data Science, Analytics, (other) Engineering, (other) Science
    • 2-3 yrs. of hands-on machine learning/deep learning experience
    • Computer Vision models for Imagery (aerial preferred)developing & deploying scalable CV/ML pipelines in production
    • Solid understanding of modeling techniques including hypothesis testing, sample design and development, validation of machine learning models
    • Experience with deep learning and open source python libraries (Scikit image, Tensorflow, Pytorch, OpenCV, Keras, Git, Docker, Kubernetes). Experience working with geospatial and remote sensing open source software (QGIS, Grass)
    • Strong verbal and written communications skills; comfortable presenting results to senior leadership and business stakeholders
    • Experience designing schemas and extracting data from SQL/NoSQL and Postgres/PostGIS for querying spatial data. Experience with GIS systems and cloud technologies (AWS/Sagemaker, Azure) and modern data technologies (Spark, TensorFlow, etc.)We are an equal opportunity employer: qualified applicants are considered for and treated during employment without regard to race, color, creed, religion, sex, national origin, citizenship status, disability status, protected veteran status, age, marital status, sexual orientation, gender identity, genetic information, or any other characteristic protected by law. If a qualified individual with a disability or disabled veteran needs a reasonable accommodation to use or access our online system, that individual should please contact accommodations@relx.com or if you are based in the US you may also contact us on 1.855.833.5120. Please read our Candidate Privacy Policy (https://www.relx.com/careers/join-us/privacy)

Keywords: RELX INC, Cheyenne , Sr. Imagery Data Scientist, Other , Cheyenne, Wyoming

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