Detections Engineer

Shift5

Detection Engineer building Proof of Concept detection capabilities for cybersecurity threats at Shift5. Collaborating with data scientists and product engineers to operationalize statistical insights and validated algorithms.

Posted 7/30/2026full-timeRosslyn • Virginia • 🇺🇸 United StatesMid-LevelSenior💰 $170,000 - $200,000 per yearWebsite

Core Competencies

Role fit

Core Competencies

Use this summary to align your resume positioning with the role.

Demonstrates expertise in Python and/or Rust programming, data analysis techniques, and cybersecurity anomaly detection. Proven ability to collaborate with cross-functional teams and operationalize statistical insights into practical applications.

Highest-signal resume keywords

Python ProgrammingRust ProgrammingData Analysis TechniquesCybersecurity Anomaly DetectionDeveloper Tooling Experience

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

PythonRustC/C++Data AnalysisMachine Learning ConceptsProtocol Parser LogicEmbedded SystemsProtocol Reverse EngineeringPredictive MaintenanceTime-Series Data Analysis

Soft Skills

Collaborative SkillsDocumentation Skills

Tools & Technologies

GitGitHub ActionsDockerLinux CLI

Certifications & Qualifications

BS/MS in Computer ScienceBS/MS in Computer EngineeringBS/MS in Electrical EngineeringBS/MS in Data Science

Industry Keywords

Anomaly Detection TechniquesSerial Bus DataMIL-STD-1553ARINC 429CANEthernet/IPEmbedded Protocols

Tech Stack

Tools & technologies

Cyber SecurityDockerLinuxPythonRust

About the role

Key responsibilities & impact

Design, prototype, and build PoC capabilities to validate new anomaly detection techniques for cybersecurity threats
Partner closely with Data Scientists to operationalize statistical insights
Collaborate with Product Engineers to transition validated algorithms into Shift5's core platform
Analyze large repositories of serial bus data
Read and interpret specifications and interface control documents to build protocol parser logic
Work alongside QA and Test Engineers to build testbeds, simulation frameworks, and validation suites

Requirements

What you’ll need

BS/MS in CS, Computer Engineering, Electrical Engineering, Data Science, or equivalent
Proficiency in Python and/or Rust (or C/C++ with an eagerness to learn Rust)
Strong developer tooling experience (Git, GitHub Actions, Docker, Linux CLI)
Solid understanding of data analysis techniques, basic ML concepts, operating systems (Linux), and cybersecurity anomaly detection fundamentals
Excellent collaborative skills within cross-functional teams
Track record of documenting engineering workflows and technical usage guides for stakeholders
Work from Shift5 HQ 2–3 days a week, with occasional travel (<15%)
Preferred Experience: Experience with time-series or network traffic data, serial and embedded protocols (MIL-STD-1553, ARINC 429, CAN, Ethernet/IP), and a background in embedded systems, protocol reverse engineering, or predictive maintenance.

Benefits

Comp & perks

Bonus program and equity in a fast-growing startup
Competitive medical, dental, and vision coverage for employees and their families
Health Savings Account with annual employer contributions
Employer-paid Life and Disability Insurance
Uncapped paid time off policy
Flexible work & remote work policy
Tax-deferred public transit benefits with Metro SmartBenefits (DC/MD/VA)