Data Scientist
Ondo FinanceSalary not specified
Full Time
Junior (1 to 2 years)
Not SpecifiedCompensation
Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Cybersecurity, Biotechnology, SoftwareIndustries
Requirements
Candidates must have a Bachelor's or Master's degree in Data Science or Computer Science and at least 6 years of combined experience in Data Science. Proficiency in Python, data manipulation, visualization, and modeling is required, along with experience in large-scale data processing on cloud platforms (Azure, AWS, GCP), distributed computing (Ray, Apache Spark), SQL and NoSQL databases, workflow orchestration platforms (Airflow), ML lifecycle management tools (MLflow), and ML Operations. Experience creating threat detection ML models for security products, an interest in cybersecurity with foundational knowledge of security research, and an understanding of executable/non-executable file formats and malware behavioral analysis on Windows/Mac/Linux are considered bonus points.
Responsibilities
The Applied Data Scientist will build and optimize ML models for malware detection with high accuracy and precision. Responsibilities include conducting exploratory data analysis on threat and behavioral data, performing feature engineering on malware static and behavioral data, designing and maintaining scalable data pipelines for threat intelligence feeds, establishing metrics and KPIs for model effectiveness, collaborating with researchers and engineers to develop and deploy ML solutions, and conducting model evaluations across diverse threat scenarios.
Skills
Machine Learning
Data Science
Malware Analysis
Cybersecurity
AI
Behavioral Protection
Python
R
SQL
Statistical Modeling
Data Visualization
Crowdstrike
Cloud-native endpoint security solutions provider
About Crowdstrike
CrowdStrike specializes in cybersecurity, focusing on protecting businesses from cyber threats through cloud-native endpoint security solutions. Their main product, the Falcon platform, includes services like Falcon Pro, which replaces traditional antivirus with next-generation antivirus that integrates threat intelligence, Falcon Insight for endpoint detection and response, and Falcon Device Control to manage connected devices. Unlike many competitors, CrowdStrike's services are subscription-based, allowing clients to choose different levels of protection based on their needs. The company serves a diverse clientele, including many Fortune 100 companies, and is recognized as a leader in the cybersecurity field, known for its effectiveness in threat detection and response.
Austin, TexasHeadquarters
2011Year Founded
$468MTotal Funding
IPOCompany Stage
Enterprise Software, CybersecurityIndustries
5,001-10,000Employees
Benefits
Competitive Employee Stock Purchase Plan
Remote-friendly culture
Market leader in compensation and equity awards
Competitive vacation and flexible working arrangements
Comprehensive health benefits + 401k plan
Paid Parental Leave, including adoption
Wellness programs
Professional development and mentorship opportunities
Open offices have stocked kitchens, coffee, soda and treats
Risks
Increased competition from companies like Lumos could challenge CrowdStrike's market share.
Recovery from last year's outage may still affect customer trust and future sales.
Pressure to demonstrate ROI by 2025 could challenge CrowdStrike's financial transparency.
Differentiation
CrowdStrike's Falcon platform offers cloud-native endpoint security solutions, a key differentiator.
The company serves 44 of the Fortune 100, showcasing its strong market presence.
CrowdStrike's proactive threat hunting sets it apart in cybersecurity threat detection.
Upsides
Partnership with SonicWall opens new SMB market segment for CrowdStrike.
Recognition as a leader in ransomware prevention boosts CrowdStrike's market credibility.
Gamified learning initiatives help address cybersecurity skills gap, benefiting future talent pipeline.
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