The Machine Learning Engineers we hire will have at least a Bachelor’s degree or higher in a STEM subject. Additionally, according to your requirements, they’ll be proficient in a combination of the following skills, programs, and tools:-
- Parallel, distributed, GPU-accelerated machine learning (ML) pipelines
- MatLab, Java, Python (including pandas, NumPy, sklearn, scipy)
- Linux
- Modern IDEs and source control (git)
- SQL, MySQL and DB optimization
- Classical machine learning methods: SVMs, feature engineering, clustering algorithms, model validation
- Deep Learning: Tensorflow, Pytorch, Theano, Caffe, CNTK
- Cloud management tooling: Terraform
- Batch jobs/job scheduling: Airflow, Luigi, Jenkins
- Unix environment
- AWS (ECS)
- GIS: postgis
- Postgres or other SQL-based databases
- Amazon Web Services
- Time Series Analysis, Bayesian Statistics, Time Series Forecast
