Act as a facilitator between Data Science teams and AI Engineering by understanding the ML solution and advising the team on how to move projects to production, while allowing effective future research on the same codebase.
Contribute from your Data Science expertise to guide and influencing product and technical aspects, on areas of Compliance, Explainability, Fairness, Model Drifting and emerging needs.
Act as an advocate for the team solutions, by running POCs, promoting and demonstrating the solutions to the Data Science community in the organization.
Assist in gathering and analyze large complex datasets and advise on how they can be used or transformed in different Data Science projects.
Run POCs of different AI tools such as AutoML and different open source, commercial and start-ups solutions.
Help with establishing baselines to common ML problems as Citi.
Be part of a cross-disciplines SCRUM team, be accountable and lead user stories from end-to-end.
Build models from time to time, to support the team’s applications and activities.
This is not a research position.
What’s in it for me?
Gain knowledge on different ML solution in Finance and in emerging fields such as Explainabilty and Fairness.
Influence the team roadmap and methodology.
Experiment with cutting edge technologies.
Work in an environment which encourages and promotes personal development.
Experience & Qualifications
Strong knowledge and experience of statistical and data mining and machine learning algorithms such as regression techniques, neural networks, decision trees, clustering, pattern recognition, probability theory, stochastic systems, Bayesian inference, statistical techniques and dimensionality reduction
Strong knowledge and experience of Software Engineering, working on AI or algorithmic system – at least 3 years
Experience in Python – at least 2 years
Strong analytical skills with strict attention to detail.
Experience as a Scrum Master / Team Lead – Big plus
Degree in Computer Science or equivalent
Skills
Ability to work independently and proactively come up with innovative solutions
Attention to detail, application aesthetics and usability
Good analytical skills and ability to learn new subjects by yourself
Team player with excellent interpersonal & communication skills in both Hebrew and English
