Geospatial Analytics Expert
2 days ago
We are seeking a highly skilled Geospatial Data Science Engineer to join our team. The successful candidate will work closely with customers to understand their needs and develop solutions using ESRI products.
- Develop and pitch data science solutions by mapping business problems to machine learning or advanced analytics approaches
- Build high-quality analytics systems that solve our customers' business problems using techniques from data mining, statistics and machine learning
The ideal candidate will have:
- 5+ years of practical machine learning experience or applicable academic/lab work
- Proven data science and AI skills with Python, PyTorch and Jupyter Notebooks
- Experience in building and optimizing supervised and unsupervised machine learning models including deep learning and various other modern data science techniques
- A fundamental understanding of mathematical and machine learning concepts such as calculus, back propagation, ReLU, Bayes' theorem, Random Forests, time series analysis, etc
- Strong communication skills, including to non-technical audiences
The role offers:
- Opportunities for professional growth and development
- Collaborative and dynamic work environment
- Flexible working arrangements
The position requires:
- Ability to perform data extraction, transformation, loading from multiple sources and sinks
- Experience with hyperparameter-tuning and training models to a high level of accuracy
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