Senior Data Scientist, Applied Intelligence Research Team

Overview

At New Relic, we provide our customers with instant and deep insight into their application’s behavior and performance. With our SaaS-based application performance monitoring (APM) solution, we have our customer’s backs by transparently instrumenting their application and reporting issues, often before the customer knows that there is a problem. We give our customers as much information as possible to help them tune their site’s reliability and performance.

We are looking for an experienced Senior Data Scientist to join our fast growing Applied Intelligence Research team based in our Tel Aviv Office. The team is responsible for developing novel solutions that will change the industry standard of application and system monitoring. AIOps is an emerging field in the IT operations ecosystem that focuses on enhancing existing operations with AI technologies. By leveraging huge datasets and modern data analysis frameworks, we are creating new ways to automatically monitor applications, improve our understanding of production incidents, and managing the collective knowledge base of SRE/DevOps teams.

The New Relic Tel Aviv office is rapidly growing but we are still very agile, with a strong start-up vibe. Join us to play an important part in building a technologically challenging and unique product that will be an integral part of the New Relic product suite.

Key Responsibilities
You will build statistical and machine learning models to perform classification and present recommendations regarding customers’ incidents, alerts and metrics
You will leverage NLP to enable automatic analysis of customers unstructured textual data
You will perform time-series analysis on large and complex data sets using a proprietary data warehouse
You will work with Engineers, Product Managers, and Business Partners to frame problems within the business and product context
You will collaborate with Software Engineers and write production code to apply learning and statistical modelling

Company:

New Relic

Qualifications:

Who You Are
You are a team player, willing to collaborate and communicate with others to solve problems
You have a real passion for solving difficult mathematical problems
You are tech-savvy and have a passion for new technological challenges
You are self-motivated, and able to work both independently and as part of a collaborative team
You learn quickly, meet deadlines and demonstrate creative problem-solving skills
You are willing to both teach others and learn new techniques

Skills And Experience
M.S. in Statistics, Operations Research, Mathematics, Computer Science, or equivalent theoretical background
2 years of professional experience as a data scientist in the industry
Proficiency with Python, or another interpreted programming language (e.g. R, Matlab), and experience with database languages (e.g. SQL)

Preferred Qualifications
Ph.D. in Statistics, Operations Research, Mathematics, Computer Science, or other quantitative fields
Applied experience with NLP on large datasets
Strong fundamental knowledge of regression, decision trees, pattern recognition, probability theory and neural networks
Experience with using time series analysis techniques for forecasting and analyzing time series data at a large scale

Language requirements:

Please note, this position is not eligible for visa sponsorship.

Educational level:

Ph. D.

Level of experience (years):

Mid Career (2+ years of experience)

Tagged as: Data Mining, Industry, Israel, Ph. D.