Critical For Us To Understand Jobs
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Critical For Us To Understand roles sit at the crossroads of data science and policy, driving decisions that shape compliance, privacy, and AI governance. With new regulations such as the EU AI Act, the CCPA, and emerging global data protection frameworks, companies need experts who can translate complex legal mandates into actionable data strategies, leading to a surge in demand for specialists who audit models, map regulatory requirements to data pipelines, and demonstrate auditability.
Typical positions include Data Governance Lead, Policy Analyst, Risk Assessment Specialist, Compliance Officer, and Data Ethics Lead. Responsibilities range from developing data lineage maps in AWS Glue, building compliance dashboards in Tableau, writing Python scripts for automated policy checks, to leading ISO 27001 certification efforts and crafting GDPR impact statements.
Salary transparency is crucial because these specialists operate in high‑stakes environments where misaligned compensation can lead to talent attrition and overlooked expertise. Clear pay bands help attract candidates proficient in niche tools like AWS Data Analytics, CCA, or Causal Inference, and they promote equity across gender and minority groups in a field that historically shows pay gaps.
Engineering Manager - Infrastructure
Company: Apollo.io
Location: Remote
Posted Nov 23, 2025
The role is for an Engineering Manager to lead a team responsible for keeping Apollo's systems fast, reliable, and scalable. The manager will work closely with senior leadership, drive best-in-class engineering practices, and help define the next-generation infrastructure strategy. The ideal candidate has experience in leading teams, designing distributed systems, and expertise in cloud environments, Kubernetes, Docker, Terraform, and observability tools.
Security Engineer - Cloud Security
Company: Red Cell Partners
Location: Remote
Posted Nov 23, 2025
Trase Systems is an AI company founded in 2023 that provides an end-to-end solution for deploying, managing, and optimizing AI in the enterprise. They specialize in AI Agent innovation and have topped the Hugging Face GAIA Leaderboard. The company is seeking a Cloud Security Engineer to join their team and ensure the security and availability of their production cloud environments.
Staff Backend Engineer - Developer Experience (Ruby)
Company: GitLab
Location: Remote
Posted Nov 23, 2025
The role of Staff Backend Engineer in the Developer Experience group involves working cross-functionally to improve the engineering experience across GitLab's internal engineering teams. The focus is on identifying and removing friction points, modernizing testing, standardizing logging, and optimizing CI/CD pipelines. The role requires deep experience with developer tooling, leading platform initiatives, influencing without authority, and collaborating across functions.
Android Software Engineer - Ad Formats
Company: Reddit
Location: USA
Posted Nov 23, 2025
The Brand Ad Formats team at Reddit focuses on developing high-impact ad formats to maximize reach and brand awareness for advertisers. They are working on innovative new ad formats, including interactive and AI-powered formats. The team is seeking a skilled Android Engineer to build and enhance ad experiences on Reddit's Android app.
Software Engineer Frontend (L5) - Data Experience
Company: Netflix
Location: Remote
Posted Nov 23, 2025
Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The Data Experience team provides powerful and personalized enterprise software for internal teams, focusing on user-centered product delivery and data-driven decision making. The ideal candidate should be deeply technical, passionate about building user-centered software products, and have experience with frontend and backend problem solving across the stack.
Analytics Engineer
Company: Cloudbeds
Location: Remote
Posted Nov 23, 2025
The job description outlines the role of an Analytics Engineer within the Business Intelligence team. The position involves designing and optimizing data pipelines, building business-friendly datasets, and ensuring data quality and consistency. The ideal candidate should have experience in analytics engineering, strong SQL skills, familiarity with Python, and experience with modern data warehouses like Snowflake.
GM - Andela Learning Solutions
Company: Andela
Location: Remote
Posted Nov 23, 2025
Andela is a global talent marketplace that connects companies with top remote technical talent from emerging markets. They are launching Andela Academy, a new business line to help enterprises reskill and redeploy their workforce at scale. The company is seeking a General Manager to lead this fast-growing revenue stream, focusing on building, scaling, and commercializing enterprise learning offerings across AI, Cloud, Data, and other high-demand domains.
Public Relations & Communications Manager
Company: Kraken
Location: Remote
Posted Nov 23, 2025
Kraken promotes its mission-driven approach to advancing crypto adoption, highlighting a global team dedicated to innovation and financial inclusion. The company emphasizes its commitment to security, education, and client support while seeking passionate candidates to join their remote workforce.
Solutions Architect
Company: Grafana Labs
Location: USA
Posted Nov 23, 2025
Grafana Labs is seeking a Solution Architect to join their Packaged Services team. The role involves driving customer onboarding, providing training and support, and ensuring successful adoption of Grafana and related technologies. The ideal candidate should have strong technical expertise, project management skills, and a passion for helping customers succeed with leading-edge technologies.
Intermediate Backend Engineer (RoR) - Security Risk Management: Platform Management
Company: GitLab
Location: Remote
Posted Nov 23, 2025
The role is for an Intermediate Backend Engineer to join the Security Platform Management team at GitLab. The team is building enterprise security solutions from the ground up, including a new Security Manager role system, assets inventory capabilities, logical asset gathering, and a unified configuration mechanism for GitLab security tools. The role involves designing and developing next-generation Security Platform Management capabilities, building scalable backend systems, creating robust APIs, and collaborating with cross-functional teams.
QA Engineer II (with SEO Testing Experience)
Company: Outliant
Location: Remote
Posted Nov 23, 2025
Ignite Visibility is a cutting-edge digital marketing agency celebrating its innovative approach and recent expansion through the acquisition of Outliant. The QA Engineer II role emphasizes quality assurance, test automation, and collaboration in a dynamic environment offering career growth, flexible work arrangements, and competitive benefits.
Senior Machine Learning Manager - Ads Content Understanding
Company: Reddit
Location: Remote
Posted Nov 23, 2025
The text describes the Ads Content Understanding team's role in Reddit's monetization efforts, focusing on machine learning and data-driven solutions. It outlines job responsibilities, required qualifications, and benefits for a Senior Engineering Manager position.