Your job will be to perform end to end delivery cycle: have business requirements - move them to technical/science requirements - make research - check what other team members did with similar requests - check what data we have- make POC - test- implement.
The features can be requested by the customers; can be form the backlog or ad hoc requests.
For example prediction of the revenue for the company; specific shop; customers.
- Design, develop and support end to end ML projects;
- Write production-level code;
- Develop ML/DL and statistical models in a cloud environment.
- M.Sc in Computer Science or equivalent (w/ Thesis advantage);
- At least 5 years of hands-on experience with Python;
- Code writing capability and familiarity with relevant ML libraries (e.g. Numpy, Pandas, Scikit-Learn, TensorFlow, Pytorch);
- Familiarity with a variety of machine learning models and evaluation metrics;
- Ability to understand and implement models from published papers;
- Open source/ Self projects portfolio - Advantage.
- Good English;
- Good communication;
- High sense of ownership to deliver each task as an individual;
- High sense of teamwork- as some brainstorm session, knowledge sharing session is required;
- Collaborations skills;
- A person who wants to learn new techniques, learn new stuff, develop himself.
The Head office is located in Israel. The company works with the USA and Canadian clients since 2011.