Data Scientist (Remote)

#WeAreCrowdStrike and our mission is to stop breaches. As a global leader in cybersecurity, our team changed the game. Since our inception, our market leading cloud-native platform has offered unparalleled protection against the most sophisticated cyberattacks. We're looking for people with limitless passion, a relentless focus on innovation and a fanatical commitment to the customer to join us in shaping the future of cybersecurity. Consistently recognized as a top workplace, CrowdStrike is committed to cultivating an inclusive, remote-first culture that offers people the autonomy and flexibility to balance the needs of work and life while taking their career to the next level. Interested in working for a company that sets the standard and leads with integrity? Join us on a mission that matters - one team, one fight.
About the Role:
CrowdStrike's CTO Labs team is expanding -- we are at the exciting intersection of Machine Learning, Big Data, and Security and are looking to add a Data Scientist specializing in machine learning to our growing team. 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 nearly a 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:

• Post-graduate Masters or PhD degree in a STEM field, graduating within a year prior to December 2024
• Extensive post/undergraduate experience in data science, machine learning, or any field employing computational science or data driven analyses
• Programming experience in Python
• 2 - 4 years experience working on real world machine learning models and pipelines

What You'll Do:

• Mine large scale and high dimensional data, identify patterns, and visualize trends
• Create predictive models using supervised learning techniques to detect and stop the most sophisticated threats
• Innovate 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 collected
• Hone your ability to balance detail-oriented research with goal-oriented business objectives
• Implement and experiment with new algorithms and methodologies to help improve our machine learning models
• Automate 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 cybersecurity
• Versed in utilizing Machine Learning techniques and familiar with the standard algorithms, their trade-offs, their usage, and how to tune them
• Have experience working on very large data sets of sparse high dimensional data and experience in pre-processing and analyzing such data to gain actionable insights
• An independent self-starter who likes to take ownership and independently seeks out new challenges
• Thirsty for knowledge and do not hesitate to step outside of your comfort zone to learn new technologies, algorithms and concepts
• Comfortable to dive into a Python codebase, including experience with unit testing and the python packaging ecosystem
• Comfortable and experienced working in a Linux environment in the AWS cloud
• Analytically minded: never afraid to drill down into a data-set, or debug-deeper into an unfamiliar codebase

#LI-Remote
#LI-MP3
Benefits of Working at CrowdStrike:

• Remote-first culture
• Market leader in compensation and equity awards
• Competitive vacation and flexible working arrangements
• Comprehensive and inclusive health benefits
• Physical and mental wellness programs
• Paid parental leave, including adoption
• A variety of professional development and mentorship opportunities
• Offices with stocked kitchens when you need to fuel innovation and collaboration

We are committed to fostering a culture of belonging where everyone feels seen, heard, valued for who they are and empowered to succeed. Our approach to cultivating a diverse, equitable, and inclusive culture is rooted in listening, learning and collective action. By embracing the diversity of our people, we achieve our best work and fuel innovation - generating the best possible outcomes for our customers and the communities they serve.
CrowdStrike is committed to maintaining an environment of Equal Opportunity and Affirmative Action. If you need reasonable accommodation to access the information provided on this website, please contact [email protected] , for further assistance.
CrowdStrike participates in the E-Verify program.
Notice of E-Verify Participation
Right to Work
CrowdStrike, Inc. is committed to fair and equitable compensation practices. The base salary range for this position in the U.S. is $115,000 - $180,000 per year + variable/incentive compensation + equity + benefits. A candidate's salary is determined by various factors including, but not limited to, relevant work experience, skills, certifications and location.
Expected Close Date of Job Posting is:09-15-2024