Crowdstrike

Data Scientist II (Remote, ROU)

Romania

Not SpecifiedCompensation
Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Cybersecurity, Artificial Intelligence, BiotechnologyIndustries

Requirements

Candidates should have at least 2 years of applied machine learning research expertise in developing and deploying production systems. They must be skilled at extracting actionable insights from large, high-dimensional, sparse data across the machine learning pipeline and driving real-world impact. A self-starter with a thirst for new challenges and technologies, candidates should be comfortable with Python, Deep Learning frameworks (e.g., TensorFlow, PyTorch), and cloud technologies in a Linux environment. Expertise in training and fine-tuning LLMs using frameworks such as TensorFlow, PyTorch, or Hugging Face Transformers is required, along with familiarity with GPU-based technologies like CUDA, CuDNN, and TensorRT. An interest in cybersecurity, excellent communication skills to simplify complex concepts, and robust problem-solving and critical-thinking skills are also necessary. A PhD in Computer Science, Statistics, Mathematics, or a related field with a focus on data science, machine learning, or AI, and a track record of research contributions in high-impact, peer-reviewed scientific journals in AI/ML are considered bonus points.

Responsibilities

The Data Scientist will research and prototype new AI/ML techniques to expand assistants' knowledge and skills in areas like reasoning, summarization, and interactivity. They will design, develop, and productionize LLM-based models for integration into the virtual assistant platform. Responsibilities include utilizing large-scale, high-dimensional data to generate actionable insights, identify patterns, and visualize trends. The role involves continuously collecting data, monitoring, and improving assistant performance through testing and deployment of updated self-hosted fine-tuned models. Establishing scalable ML architecture and pipelines to deploy large language model innovations into 24/7 production environments is key. The Data Scientist will collaborate cross-functionally to align model updates with product roadmaps and user needs, and disseminate findings through publications and presentations to bolster CrowdStrike's thought leadership in AI/ML applications in cybersecurity. Collaboration with other data scientists and engineers to nurture a culture of continuous learning and curiosity is also expected.

Skills

AI
Machine Learning
LLM
Data Science
Python
Research
Prototyping
Model Development
Cybersecurity

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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