Your main responsibility will be in applying deep learning on forecasting of various weather phenomena from hurricanes to hyperlocal weather forecasts within a city.
Most of our forecast products combine multiple data streams from various sources, including numerical weather prediction, openly available measurement data and data from Skyfora's proprietary instruments.
Deep learning technologies used at Skyfora today include CNN, time series models, RNN, BNN (Bayesian Neural Network) and multimodal architectures.
The backend of our service runs on AWS. Some of the tasks beyond developing the algorithm are managing the pipeline of the large volumes of weather data stream from original sources to cloud storage to output on our graphical user interface.
Experience & Skills
We hope that your experience and skills include:
Deep learning, CNN/RNN
PyTorch or Tensorflow
Working with and building complex datasets
Knowledge of cloud services such as AWS, GCP or Azure; ML frameworks such as SageMaker is a plus
Related work experience is naturally a plus and will be reflected in the compensation.
An interest in the topic and the natural science in general is necessary for you to have the right motivation, but no pre-skills are necessary as these can be learnt from the team.
We offer a flexible and pleasant work environment with a low-hierarchy team with possibility for remote work. The compensation is a mix of a competitive monthly salary, fringe benefits and possibility to get stock options depending on your level of expertise.
We invite you to join us on an exciting pioneering journey in building something brand new with significant impact on the real world. You’re more than welcome to get in touch for further information.
This job comes with several perks and benefits
Time is precious. Make it count. Morning person or night owl, this job is for you.
Get your caffeine fix to get you started and keep you going.
Easy access and treehugger friendly workplace.
Social gatherings and games; hang out with your colleagues.
Want to be a partner? Look no further.
We want to take you from good to great.