Gong Staff Researcher 

Israel, Tel Aviv District, Tel Aviv-Yafo 

282052671

Our data is big, but more than that, it is wide, as we collect all kinds of communications channels and content, to pull deep actionable insights.

As a Senior Data Scientist, you’ll join the Predictive-Modeling pod, which is the arm of Gong-AI focused on ML over tabular data. The other 2 AI arms, speech & NLP translate the content of interactions into tabular insights that drive our models. Our team has all disciplines required for full cycle: data engineers, analysts, data science and product.

You will:

• Build predictive and prescriptive models over our tabular data. You will own the r&d process e2e, from business questions through research to released models in production at scale. This includes close collaboration with product and hand-on coding to production.
• Take ownership of the existing ML pipelines, building processes for improvements.
• Continuously evolve and help others evolve professionally, through joint work and mentoring, contributing to weekly brainstorming sessions, and staying up-to-date with the latest ML developments.

You have:

• Working experience with diverse predictive/prescriptive-models / AI over tabular data, such as, modeling propensity to upgrade, survival and churn analysis, time to event, recommendation engines including recent Deep Learning based methods.
• Excellent business understanding and communication skills.
• Deep understanding of statistics.
• Intimate familiarity with a variety of ML disciplines and algorithms.
• A PhD or Master degree in exact science fields with 5+ years of relevant experience in data analysis and machine learning research in the industry.

Advantageous if you have:

• Familiarity with a variety of large scale data processing tools, and research environments.
• Basin command of SQL.