Job Closed

This listing is no longer active.

Netflix logo
Netflix

Described as the world's top internet television network, Netflix is a publicly-traded entertainment company offering video-on-demand and streaming media. As an

Security ML Engineer – L5

Location

United States

Posted

136 days ago

Salary

0

Seniority

Senior

Bachelor Degree5 yrs expEnglishJavaPythonApache SparkSQL

Job Description

Security ML Engineer – L5

Netflix

• Build production ML systems that detect fraud and abuse patterns across Netflix's global member base and device ecosystem. • Deploy real-time inference systems that provide security signals to authorization and policy engines. • Solve challenges including unlabeled/mislabeled data, highly imbalanced datasets, concept drift, and evasion attacks. • Design metrics and observability to measure model performance and security impact in production. • Build scalable solutions to automate security decisions by creating ML-driven policies that balance security, member experience, and business needs. • Collaborate cross-functionally with security engineers, data scientists, infrastructure teams, and product managers to deliver end-to-end solutions.

Job Requirements

  • 5+ years of industry experience designing, building, and deploying ML systems in production environments, including Production ML expertise with Python or Java, and modern ML frameworks.
  • Strong ML foundation in supervised and unsupervised learning, anomaly detection, classification, and statistical modeling techniques (e.g., logistic regression, random forests, gradient boosting, isolation forests, autoencoders) and understanding of the trade-offs with each of those models.
  • Big data proficiency using distributed computing platforms like Spark, along with SQL and data pipeline development.
  • You are experienced with programming languages such as Python and/or Java in a big data environment.
  • Security mindset with curiosity about attacker incentives, threat modeling, and adversarial techniques.
  • Systems thinking for building scalable, low-latency inference systems that handle millions of requests.
  • Operate effectively across teams and disciplines in highly ambiguous and rapidly changing environments.
  • A strong communicator & collaborator in varying contexts & environments.

Benefits

  • Inclusion is a Netflix value and we strive to host a meaningful interview experience for all candidates.
  • We are an equal-opportunity employer and celebrate diversity, recognizing that diversity builds stronger teams.
  • We approach diversity and inclusion seriously and thoughtfully.

Related Categories

Related Job Pages

More Security Engineer Jobs

ShipBob, Inc. logo

Security Engineer II – Cloud Security

ShipBob, Inc.

Best-in-class fulfillment solution for ecommerce brands.

Security Engineer136 days ago
Full TimeRemoteTeam 501-1,000Since 2014H1B No Sponsor

• Monitor security alerts, investigate incidents, and escalate as needed across security tools. • Support SIEM and detection (Sentinel, Defender XDR), tuning alerts and improve detections. • Assist vulnerability management program by working with IT/Engineering and other app developers by providing security expertise, tracking remediation and ensuring SLA compliance. • Help manage identity security including conditional access, PIM, MFA, RBAC, risky sign-ins, and access reviews. • Maintain security documentation and collect evidence. • Develop and automate security workflows, playbooks, and tools to improve the efficiency and effectiveness of security operations. • Develop, enforce, and update security policies, procedures, and guidelines for access control, threat detection, and compliance with standards such as ISO 27001, SOC 2, PCI, NIST CSF, and Sarbanes-Oxley. • Communicate risks and vulnerabilities to stakeholders, document remediation plans, and proactively share information with management. • Build and execute regular threat hunting campaigns focused on current, emerging, and obscure tactics, techniques, and procedures. • Proactively search for, identify, and analyze new and existing techniques to detect advanced and targeted threats. • Utilize advanced threat hunting techniques to detect anomalies and suspicious activities. • Collaborate with security team members, developers, operations, and stakeholders to share knowledge and best practices. • Identify process improvements and provide actionable guidance. • Perform other duties as assigned.

India
Job Closed
OtherRemoteTeam 10,001+Since 1960H1B No Sponsor

• Lead North America sales team (6+ team members) to drive territory growth; execute, refine & improve go-to-market strategy. • Define clear priorities and actions for achieving sales targets. • Own Security vertical: generate demand, manage projects, and grow product sales. • Build toward long term, sustainable growth. • Promote brand through customer visits, integrator engagement, and industry events. • Plan travel for maximum ROI and maintain strong reseller network through evaluation, training, and accountability. • Deliver accurate forecasts, manage pipeline, and ensure consistent follow-up. • Mentor team on value-based solution selling and support professional growth. • Collaborate with business development and marketing teams.

Texas
Job Closed
OtherRemoteTeam 10,001+Since 1994H1B No Sponsor

• Develops and manages security for more than one IT functional area (e.g., data, systems, network and/or Web) across the enterprise. • Lead ensuring Cloud Security Firewall requests, Gitlab merge requests, GCP group access requests, and DaVita Temporary Privilege Escalation Tool requests are tracked, worked, and addressed. • Develop and publish Information Security policies, procedures, standards and guidelines based on knowledge of best practices and compliance requirements. • Prepares status reports on security matters to develop security risk analysis scenarios and response procedures. • Provide weekly, bi-weekly and monthly status updates on various cloud security projects including Wiz vulnerability and misconfiguration management, the Cloud Governance effort of implementing security checks in the CI/CD pipeline, as well as log ingestion and custom alerting in Cysiv. • Responsible for the tracking and monitoring of IT security incidents through remediation. • Jira ticket tracking and communicating with other teams regarding security issues through remediation. • Develop technical solutions and new security tools to help mitigate security vulnerabilities and automate repeatable tasks. • Enforces security policies and procedures by administering and monitoring security profiles, reviews security violation reports and investigates possible security exceptions, updates, and maintains and documents security controls. • Review policies and create custom controls in our CSPM to cover a variety of security frameworks. • Document Cloud Security practices & procedures in Confluence and Administer the Cloud Security DevOps Jira project. • Provide direct support to the business and IT staff for security related issues. • Serves as a cloud security point of contact for other teams. Represents the security needs of the organization by providing expertise and assistance in all IT projects with regard to security issues.

Colorado
$85K - $135K / year
Job Closed
OtherRemoteTeam 201-500Since 1983H1B Sponsor

• Leads and coordinates complex security initiatives, overseeing strategy, implementation, and operations to protect digital assets from threats. • Ensures compliance, conducts training, and develops incident response plans for various platforms. • Works with the IT department to ensure that systems and networks are designed, developed, deployed, and managed with strong security and risk management controls. • Manages the vulnerability management program, annual cybersecurity assessments, and penetration tests. • Researches and reports on emerging threats and helps the organization with risk mitigation. • Analyzes security events to proactively detect threats and mitigate attacks before they occur.

United States
Job Closed