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Data Scientist

Data Scientist

As a Data Scientist at XOi Technologies, you will be responsible for working collaboratively with Product Management, Customer Success and Engineering to help build and execute our analytics strategy to support our business and product objectives. You will help produce advanced machine learning models that drive quantifiable value for our customers. You will also help us prove out the value of the data not currently being used and dive head first into exploring our data to drive insights and dashboards that will help drive critical business decisions.

 

Who is XOi Technologies?

XOi Technologies, a software-as-a-service platform, is changing the landscape in which technicians in the mechanical, electrical, and plumbing space serve our communities at large using modern solutions. Our Vision app is a communication tool that utilizes data science, OCR, and smart technologies to arm field service workers with the tools needed to better diagnose, service, and resolve problems in the field. In order to help solve the skilled trades gap and ensure every job is completed right the first time, we provide technicians access to online workflows, videos, photos, and training and manufacturing documents and providing predictive results and analytics.

Responsibilities:

  • Interpret and understand complex business requirements and be capable of translating those into production analytics
  • Work enthusiastically with messy data sets, determine data requirements and select appropriate technologies and algorithms for the use case
  • Strong comfort level working closely with product managers and other engineering teams to tightly integrate new analytics capabilities
  • Prepare reports, manuals and other documentation on the status, operation and maintenance of the applications you create and be able to effectively communicate results in a meaningful way
  • Work with Data Science team to explore text, image and video datasets to identify patterns to help inform decisions on new product capabilities for our customers
  • Adeptly take insights and turn into forecasts through Machine Learning models that will drive desired outcomes
  • Stay current on relevant machine learning and data science practices and apply those to current problem sets

Qualifications:

  • MS in Math, Engineering, or Computer Science (or technical degree with commensurate industry experience)
  • 3+ years of relevant work experience as a Data Scientist / Machine Learning expert driving predictive modeling
  • Practical experience and theoretical understanding of computer vision models (eg, image, video and text classification) or deep learning models like CNN, etc to optimize for efficient implementations
  • Knowledge of various algorithms, processes, tools and platforms including but not limited to NLP, TensorFlow, Keras, and so on
  • Proficient with the following (or comparable): Python, scikit-learn, NumPy, Pandas, spaCy
  • Practical experience leveraging Machine Learning on large, sometimes messy and/ or disparate, datasets with structured and unstructured data
  • Great communication skills with an ability to explain predictive analytics to a non-technical audience
  • Excited to evangelize data science, teach others and learn new techniques

Nice to Haves

  • Familiarity with AWS
  • DevOps experience with Continuous Integration/ Continuous Deployment

You are someone who:

  • Loves to solve difficult and interesting problems
  • Has a passion for producing high quality analytics
  • Continuously pursues excellence in your work
  • Thrives in a fast-paced, high-growth dynamic environment
  • Collaborates effectively across teams, coordinating regularly to set and manage expectations

Why XOi?

  • Fully remote working environment
  • $500 stipend to set up home office
  • Comprehensive insurance plans and monthly wellness allowance
  • Flexible paid time off and paid volunteer time
  • Learning and development opportunities
  • Critical member of a team of people who care about changing an industry that keeps our lives running day to day

If you would like to learn more about XOi, get in touch using the contact form below: