The Job

Senior Researcher - Security

Teknik, data och digitalt · Data, AI och analys · Datavetenskap · Maskininlärning · Cybersäkerhet

Gå med för uppdateringar

I korthet

Microsoft Research is seeking a Senior Researcher in Security to design and build next-generation intrusion detection systems by leveraging data-driven security techniques and advanced modeling. This role involves analyzing large-scale security data, developing novel ML models, and collaborating to transition research into practical systems.

Ansvarsområden

  • Analyze large-scale, heterogeneous security event logs from endpoints, identities, cloud services, and networks.
  • Develop and train novel machine learning and statistical models for intrusion detection, anomaly detection, and adversarial behavior discovery.
  • Design and prototype scalable data processing and analytics platforms for high-volume, high-velocity security data with a focus on low-latency detection.
  • Explore and apply advanced techniques like graph-based modeling, streaming computation, and representation learning.
  • Collaborate with researchers, product teams, and engineering partners to transition research into practical systems.
  • Publish and present research results in top venues and contribute to Microsoft's security strategy.

Krav

  • Doctorate in a relevant field OR Master's Degree with 3+ years of related research experience OR Bachelor's Degree with 4+ years of related research experience OR equivalent experience.
  • Demonstrated foundations in machine learning or statistical modeling.
  • Ability to independently drive research projects from formulation through dissemination.

Önskade kvalifikationer

  • PhD (or equivalent experience) in computer science or a related field, with a research background in security, machine learning, data mining, systems, or a closely related area.
  • Experience working with large-scale data, including log analysis, streaming data, or distributed data processing systems.
  • Interest in applying machine learning techniques to real-world security problems.
  • Collaborative mindset and interest in bridging foundational research and deployed security systems.

Förmåner

  • Opportunity to work alongside leading researchers and engineers.
  • Pushing the boundaries of data-driven security.
  • Near-real-time detection of sophisticated attacks.
  • Impactful work that changes the world.
  • Growth mindset culture.
  • Innovate responsibly.
#security#research#data science#machine learning#intrusion detection
Microsoft Logo

Företag

Microsoft

Publicerade jobb

för 4 veckor sedan

Anställningstyp

Heltid

Arbetsform

Hybrid

Erfarenhetsnivå

Senior

Platser

Redmond, United States

Kvalifikation

Doktorand

Sökande

Ansök tidigt