Data Science Team Lead

workהגשת מועמדות
  • pin_dropמיקוםתל אביב יפו
  • bubble_chartקטגוריהData Science
  • schoolנסיון5+ שנות ניסיון
  • workסוג משרהמשרה מלאה

תיאור משרה

About BigPanda:

BigPanda helps businesses prevent and resolve IT outages with our platform for Event Correlation and Automation, powered by AIOps. Without BigPanda, IT Ops and DevOps teams struggle with manual and reactive incident response capabilities that are badly suited for the scale, complexity, and velocity of modern IT environments. This results in painful outages, unhappy customers, a growing IT headcount, and the inability to focus on innovation.


Fortune 500 enterprises rely on BigPanda to turn IT noise into insights and manual tasks into automated actions, reduce costs, and give their teams time back for digital transformation. BigPanda's modern platform is optimized for reliable high-volume, low-latency data processing supporting thousands of alerts per second, scaling to meet the demands of the most challenging IT environments.


About the role:

The data science team that you will lead is developing core machine learning models that power high-value innovative solutions in BigPanda’s product. Those innovations are part of the core strategy of BigPanda.

There is a wealth of data - vast amounts of IT events in each organization. The data itself is a combination of tabular data, natural (and non-natural) language, and time-series data. Various task-types are relevant, such as supervised learning, semi-supervised learning, online learning, and more.


Here are some examples of the responsibilities, tasks, and challenges you'll be facing:

  • Mentor the team members and support their personal and technical growth
  • Being the center of deep learning and data science knowledge in the company
  • Work closely with the product team & align the data projects with organizational goals
  • Developing production-grade models, combining unique tabular data with NLP and time-series analysis. This includes research, defining measurable objectives, etc.
  • Collaborating with the engineering team to deliver high-value innovative product solutions that are based on the models
  • Monitoring productized models and updating them as necessary
  • Continuously build reputation, through e.g. blogs, open-sources, academic papers, etc
  • Expand the team by recruiting

The position reports to the Director of Data Science.

דרישות תפקיד

Requirements:

  • Demonstrated knowledge of the ins and outs of data science and deep learning
  • Brought models to production providing high value to customers
  • Led other data scientists, preferably at least as a team lead
  • You’re fun to work with and feel in your zone in a fast-paced startup environment
  • MSc or above from EE/CS/Math or similar. Equivalent research experience is also acceptable.

Nice to have:

  • A portfolio of public-domain assets, such as published papers, blog posts, Kaggle competitions, etc.


workהגשת מועמדות

BigPanda

על החברה

פלטפורמת ה-AIOps של ביג פנדה משתמשת בבינה מלאכותית ובלמידת מכונה (Machine Learning) כדי לסייע לחברות גדולות בכל העולם לנהל את אופרציות ה-IT שלהן ולזהות, לנתח ולפתור בעיות IT מורכבות, לפני שהן הופכות לתקלות שירות או גורמות לקריסת מערכות. ביג פנדה מעסיקה כיום קרוב ל-250 עובדים - כ-100 מהם במרכז הפיתוח בישראל, והשאר בארה"ב - ונמצאת בתהליך של גדילה מואצת

account_balanceעוד על BigPanda