Responsibilities:
• Make an impact on our product by leading and developing all new algorithms and features
• Lead research and implementation of new algorithms in Machine Learning, Reinforcement Learning & Deep Learning domains
• Assess and improve the effectiveness and accuracy of big data sources and data gathering techniques
• Work with different functional teams to implement models and monitor outcomes
• Develop processes and tools to monitor and analyze model performance and data accuracy
Required Qualifications and Experience:
• B.SC/M.SC./P.HD. In Natural Sciences / Mathematics from a known university – A Must
• Proven Experience in one of the IDF Technological Units – Advantage
• At least 7-8 years of knowledge and experience with Python / Matlab – A Must
• Ability to initiate & lead processes from scratch to production independently
• At least 6-7 years’ experience in managerial roles – An Advantage
• Strong problem-solving skills with an emphasis on Mathematics and Statistics – A Must
• Previous experience in Machine learning Algorithms – A Must
• Hands On – A Must
• Knows how to perform ETL processes and draw insights from large/big data sets
• Previous experience in Deep learning algorithms – An Advantage
• Experience working with and creating data architectures
• Experience querying databases and using SQL
• Experience visualizing/presenting data
• Fluent in English (speaking and writing)
Required Skills:
• Smart & diligent. Self-learner
• Knows how to lead a subject from idea to research to Implementation and up to production
• Knows how to construct and test models in order to reach conclusions and insights
• Fast Learner with drive to learn and master new technologies and techniques
• Excellent written and verbal communication skills
• Team Player
• Results Oriented, passionate
