Sr. Data Scientist

Contenu de l'offre Sr. Data Scientist chez CrowdStrike

At CrowdStrike we’re on a mission - to stop breaches. Our groundbreaking technology, services delivery, and intelligence gathering together with our innovations in machine learning and behavioral-based detection, allow our customers to not only defend themselves, but do so in a future-proof manner. Because of that we’ve earned numerous honors and top rankings for our technology, organization and talent. Our culture was purpose-built to be remote first, and we offer flexible work arrangements to help our people manage their personal and professional lives in a way that works for them. If you’re ready to work on unrivaled technology with a team that makes a difference every day, let’s talk.
About the Role:
CrowdStrike EndPoint Protection team is expanding. We are looking for Data Scientists to help us build solutions with detections based on indicators of risk, analytics and risk scoring. You will have the opportunity to apply your coding, mathematical and scientific research skills to the bleeding edge of security technology. You’ll be able to leverage large-scale rich data to meaningfully improve our supervised learning models and refine our identification of malicious computer software and behavioral threats. CrowdStrike’s cybersecurity data is one-of-a-kind: we process over 1 trillion behavioral events per day and have over 2000 terabytes of malware samples in our research repository. We are a diverse and multidisciplinary team, and you’ll have the chance to broaden your horizons by working jointly with a team of Big Data, Machine Learning, and Security domain experts on hard and impactful problems.
What You'll Need:

Undergraduate or postgraduate degree in a STEM fieldExtensive post/undergraduate experience in data science, machine learning, or any field employing computational science or data driven analysesProgramming experience in Python or Scala

You will:

Mine large scale and high dimensional data, identify patterns, and visualize trendsCreate predictive models using supervised learning techniques to detect and stop the most sophisticated threatsInnovate new semi-supervised and online learning techniques to enhance our threat detection capabilities and reduce nuisance false positives for our customers.Work closely with domain experts to improve our raw data and to derive more value from data collectedHone your ability to balance detail-oriented research with goal-oriented business objectivesImplement and experiment with new algorithms and methodologies to help improve our machine learning modelsAutomate and visualize analyses, results and processes in our machine learning pipeline

You are:

Passionate about cybersecurity, with a firm understanding of the problem space or passionate about applying your machine learning skillset to new domain areas such as cybersecurityVersed in utilizing Machine Learning techniques and familiar with the standard algorithms, their trade-offs, their usage, and how to tune themHave experience working on very large data sets of sparse high dimensional data and experience in pre-processing and analyzing such data to gain actionable insightsAn independent self-starter who likes to take ownership and independently seeks out new challengesThirsty for knowledge and do not hesitate to step outside of your comfort zone to learn new technologies, algorithms and conceptsComfortable to dive into a Python codebase, including experience with unit testing and the python packaging ecosystemComfortable and experienced working in a Linux environment in the AWS cloudAnalytically minded: never afraid to drill down into a data-set, or debug-deeper into an unfamiliar codebase

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Benefits of Working at CrowdStrike:

Remote-friendly cultureMarket leader in compensation and equity awardsCompetitive vacation and flexible working arrangementsPaid Parental Leave, including adoptionWellness programsA variety of professional development and mentorship opportunitiesOpen offices have stocked kitchens, coffee, soda and treats

We are committed to building an inclusive culture of belonging that not only embraces the diversity of our people but also reflects the diversity of the communities in which we work and the customers we serve. We know that the happiest and highest performing teams include people with diverse perspectives that encourage new ways of solving problems, so we strive to attract and develop talent from all backgrounds and create workplaces where everyone feels seen, heard and empowered to bring their full, authentic selves to work.
CrowdStrike is an Equal Opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex including sexual orientation and gender identity, national origin, disability, protected veteran status, or any other characteristic protected by applicable federal, state, or local law.

Job Type: Full-time

Work Remotely:

Yes