We are looking for a talented Data Scientist to join our team at Prominent Edge. We are a small company of 24+ developers and designers who put themselves in the shoes of our customers and make sure we deliver strong solutions. Our projects and the needs of our customers vary greatly; therefore, we always choose the technology stack and approach that best suits the particular problem and the goals of our customers. We understand that for our team to perform at its best, everyone needs to work on tasks that they enjoy. Most of our projects are web applications which and often have a geospatial aspect to them. We also really take care of our employees as demonstrated in our exceptional benefits package.
Responsibilities:
- Create search and automation capability to enable geospatial analysis of ca variety of data types and data sources.
- Develop tools using a range of scripting/programming languages for real world challenges
- Understand high level operational/geospatial processes.
Strong mathematical and data science experience. . D. desired.
Minimum requirements:
- Active TS/SCI clearance
- BS/BA in Computer Science, Data Science, Statistics, or Engineering.; 4 years of experience can replace degree.
- 3 to 10 years of technical experience programming, geospatial analysis, design, and/or application development.
- 3 or more years of experience performing ETL, data extraction, manipulation, and visualization using any programming or scientific languages
- Modeling and machine learning advanced feature engineering; SQL experience; Deploying and validating models in production; Scaling models for large data sets; Docker
- 3 or more years of presenting findings from statistical/ML methods through written and verbal communication.
- Experience with Python - pandas, numpy, scikit-learn; Anaconda, Jupyter notebooks
- Detailed experience with open source frameworks for Neural Network architectures including Keras, TensorFlow, PyTorch, or Caffe; Detailed experience and understanding of Machine Learning methods and frameworks including ensemble methods
- Experience implementing various types of Neural Networks including Convolutional Neural Networks and/or Recurrent Neural Networks
- Able to work with a distributed team
- Effective communications skills
Desired qualifications:
- Familiar with GIS tools
- Spark, Hadoop, Hive
- Experience working on federal gov efforts
- Military/intelligence analyst experience
- Airspace domain experience