Orion Innovation is a premier, award-winning, global business and technology services firm. Orion delivers game-changing business transformation and product development rooted in digital strategy, experience design, and engineering, with a unique combination of agility, scale, and maturity. We work with a wide range of clients across many industries including financial services, professional services, telecommunications and media, consumer products, automotive, industrial automation, professional sports and entertainment, life sciences, ecommerce, and education.
Proven experience in machine learning engineering, data engineering and data science with skills/experience in the following subject areas and technologies:
Machine Learning Concepts and Frameworks:
5+ years experienceData cleaning, normalization, and validationModel training and classificationNeural networks, image recognition (CNN)LLM for named entity extraction Data Engineering / Data Science:
Python, Pandas, Airflow, PostgreSQL, Docker, AWS, ETL concepts, scripting with BASH, command line, POSIXGIS: PostGIS, ESRI Standards (shapefile manipulation), Shapely, Geopandas, Mapbox, tileserver-gl, familiarity with GIS and Geospatial conceptsOutdoors / Hunting / Maps: Be familiar with online mapping for outdoor activities. Familiarity domain specific concepts, e.g., platforms like Strava, Garmin, GAIA, AllTrails, etc. Project focus would be on developing tools to build and improve existing machine learning models, including systems for data extraction using LLM, image classification for outdoor imagery, and improving our existing GIS data pipeline. This includes focused work on researching and curating hunting lands across North America by state/province, running updates to existing datasets, and debugging issues that arise in the process.
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