Job description

Job Description


Resideo is seeking a Junior Data Engineer to join our AI team. Resideo engineers strive to provide peace of mind to millions of homeowners through a robust and capable set of products that safeguard the home and simplify everyday life.


Unusual compared to most data engineering roles, the AI team is dealing with millions of unstructured data events per day. We need to build robust ETL and data pipelines to continuously improve our ML models. Those ML models enable a range of next-generation of Resideo home security products, including video doorbells, outdoor cameras, and other security sensors.


As part of this initiative, we are looking for a junior data engineer who is excited to work with cloud unstructured data pipelines and the challenges associated with them . You will be taking POC pipelines and expanding them to work with big data, helping build out MLOps for Resideo. Work with a cross-functional team of embedded engineers, data scientists, and cloud developers to deliver a best-in-class solution.


This role will have the opportunity to impact newly developed consumer products with high business visibility.


Job Duties


  • As a Data Engineer, you will be tasked with building data acquisition and processing to building video machine-learning products
  • Unstructured data comes with unique challenges and problems that you will be responsible for researching and helping solve
  • You will work closely with engineers and scientists contributing to the ongoing development and monitoring of ML products
  • Decompose complex problems and pipelines into simple, straight-forward solutions
  • Work with a geographically and culturally dispersed team


You Must Have
  • Bachelor's degree in Computer Science, Engineering, Mathematics or a related field or equivalent professional or military experience
  • One or more in each of these categories:
    • Python, PySpark, SQL, etc.
    • Experience manipulating and curating large image and video datasets
  • Experience with CI/CD workflows, including Github and Terraform
  • Technial exposure across video/image topics including image processing, ML/DL, encodings
  • Excellent written and oral communication skills
  • Demonstrated ability to achieve goals in a fast-paced environment


We Value


  • Computer vision , CNNs, and Machine learning workflows
  • Domain knowledge of security cameras or home IOT devices
  • Understanding with embedded SoC devices and edge deployment
  • Experience with a variety of vision, depth or audio sensors
  • Knowledge and experience with Azure cloud environments, Databricks, Azure Data Factory


What's In It For You


  • Life and health insurance
  • Life assistance program
  • Accidental death and dismemberment insurance
  • Disability insurance
  • Retirement plan (Immediate eligibility for 401K)
  • Vacation & holidays. (Enjoy work-life balance)
  • In compliance with applicable laws, Resideo provides a reasonable range of compensation for roles that may be performed in Colorado and New York City. Actual compensation is influenced by various factors, including, but not limited to, skills, experience, and the specific office location. The expected base salary range for this role in Colorado is $90,373-$150,621 and in NYC is $108,448-$180,745.


#SWE


About Us


Resideo is a leading global provider of critical comfort and security solutions primarily in residential environments and distributor of low-voltage electronic and security products. Building on a 130-year heritage, Resideo has a presence in more than 150 million homes, with 15 million systems installed in homes each year. We continue to serve more than 110,000 professionals through leading distributors, including our ADI Global Distribution business, which exports to more than 100 countries from more than 200 stocking locations around the world. Resideo is a $5.0 billion company with approximately 13,000 global employees. For more information about Resideo, please visit www.resideo.com .


At Resideo, we bring together diverse individuals to build the future of homes. Resideo is an equal opportunity employer. Qualified applicants will be considered without regard to age, race, creed, color, national origin, ancestry, marital status, affectional or sexual orientation, gender identity or expression, disability, nationality, sex, religion, or veteran status.


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