Work on data science projects such as segmentation, recommendation, and prediction. Assess data availability and data quality. Formulate insurance business, use cases in machine learning terms. Define tests and experiments that aim to assess the relevancy and feasibility of machine learning solutions to business use cases. Apply state-of-the-art machine learning techniques to insurance data such as model selection, training, testing and validation. Experience & Qualifications:
  • Sc Mathematics/ Economics/ Computer Science / Statistics or equivalent
  • At least 3 years of experience as a data scientist
  • You must be highly proficient in R/Python and relevant libraries.
  • Knowledge of a variety of machine learning techniques (exploratory data analysis, predictive modeling, supervised/unsupervised machine learning, anomaly detection) and their real-world advantages/drawbacks – Must.
  • Proficiency in using query languages, such as SQL, Spark DataFrame API, etc. – an advantage.
  • Experience with Deep Learning, particularly when applied to insurance data – an advantage
  • Excellent communication skills in both Hebrew and English.
  • Background in insurance – advantage.
  • Self-motivated and team player that has the drive to learn and master new technologies and techniques
mbercu@demandoo.com
We are looking for enthusiastic, experienced and versatile full stack developer for taking over multiple development responsibilities in our new and exciting products. Responsibilities:
  • Designing and developing functional and/or technical capabilities within large scale products, making ongoing design decisions, and focusing on multiple product domains and technologies
  • Taking full ownership of various features and product areas
  • Working according to high execution standards, while adhering to project goals and ensuring high quality
  • Providing in-depth technical knowledge and guidance to other team members, according to identified needs
Required Skills and Experience:
  • Bachelor of Computer Science / Computer Engineering or graduate of leading technological units
  • At least 5 years of experience
  • Strong background in full-stack development in leading object oriented technology such as C#/Java/Python/NodeJS and related technologies
  • Experience with modern JavaScript frameworks (React/Angular/Vue/Ember)
  • Experience with development in micro-services
  • Experience developing in modern Agile methodologies (Scrum, CI/CD, TDD, BDD)
  • Experience with AWS
  • Excellent English communication capabilities
mbercu@demandoo.com
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