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 ISOโ€ฏ27001 certification efforts and crafting GDPR impact statements.

Salary transparency is crucial because these specialists operate in highโ€‘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.

Art Director / Creative Director - Gen AI Tools

Company: Leonardo.Ai

Location: Australia

Posted Dec 07, 2025

LeonardoAI is seeking a Multimedia Specialist Art Director Generative Content to lead creative projects using AI tools. The role involves concepting, directing, and executing content across various formats and mediums, collaborating with teams, and pushing the boundaries of AI content creation. The ideal candidate should have a strong portfolio showcasing generative AI work, expertise in relevant tools, and 6+ years of experience in art direction or related roles.

Engineer - Backend (Events Team)

Company: Zapier

Location: North America

Posted Dec 07, 2025

Zapier is seeking a Backend Engineer to join the Team Events and help build and enhance foundational event and queuing services. The role requires experience with event architectures, cloud-based infrastructure, and languages like Python or Go. The company values collaboration, exploration, versatility, and user advocacy.

Developer Marketing Lead

Company: ElevenLabs

Location: USA

Posted Dec 07, 2025

ElevenLabs is a leading audio AI company that has rapidly grown since its launch in 2023. With a valuation of $66 billion and $200 million ARR, the company aims to build the most important audio AI platform in the world, making information accessible in any voice, language, or sound. They offer a Creative Platform and Agents Platform powered by proprietary Text to Speech, Speech to Text, and conversational AI models.

Sr. Software Engineer, Workflow (Backend and Full stack - Backend leaning)

Company: Zapier

Location: North America

Posted Dec 07, 2025

Zapier is hiring Sr Backend and Fullstack Engineers to enhance automation platforms, emphasizing AI integration, scalability, and a collaborative remote work culture.

Sr Support Engineer

Company: n8n

Location: USA

Posted Dec 07, 2025

n8n is an open-source workflow orchestration platform that empowers technical teams to automate faster and smarter using a combination of code and no-code. The company has grown significantly since its founding in 2019, building a diverse team, cultivating a large community, and raising substantial funding. n8n is now looking for a Senior Support Engineer in North America to provide best-in-class support to users and contribute to building a top-notch support team.

Sr. Software Engineer - Partner Sharing (Backend)

Company: Zapier

Location: North America

Posted Dec 07, 2025

Zapier is hiring a Senior Backend Engineer to help shape the future of partner-powered automation through the Powered by Zapier API. The Partner Sharing team develops deep strategic relationships with managed partners by offering integration and automation solutions. The role involves designing and building new partner-facing APIs, expanding and improving the Powered by Zapier platform, enhancing partner developer tools and documentation, and collaborating across teams.

Sr. Software Engineer - SDK (Full Stack)

Company: Zapier

Location: North America

Posted Dec 07, 2025

Zapier is building a new SDK to empower developers to create, extend, and scale automations seamlessly. The role is for a strong backend-leaning fullstack engineer to design, build, and scale this platform, balancing the needs of internal engineering teams and external developers. The company values diverse perspectives, collaboration, and empathy for both internal and external customers.

Sr. Software Engineer - Enterprise Zone (Backend & Full Stack)

Company: Zapier

Location: North America

Posted Dec 07, 2025

Zapier is expanding its Enterprise zone and hiring Senior Backend and Full Stack Engineers to empower large companies to implement automation at scale. The company focuses on building new approaches for enterprise account management, maintaining system resilience, creating asset management systems, and developing an Enterprise Observability Platform. These roles offer high visibility, impact, and opportunities to work with AI and drive innovation in workflow management.

Sr. Software Engineer - MCP (Backend)

Company: Zapier

Location: North America

Posted Dec 07, 2025

Zapier is an AI automation company that helps businesses increase productivity and serve customers better. They are hiring a Senior Backend Engineer to design and scale systems for their Model Context Protocol (MCP), an open standard for AI agents to reason, act, and orchestrate workflows across Zapier's 8000+ integrations. The role involves designing APIs, building platform primitives, collaborating with cross-functional partners, and prioritizing scalability, performance, security, and clarity for developers and AI systems.

Global Tax Manager

Company: DevRev

Location: USA

Posted Dec 07, 2025

The text describes a Global Tax Manager role requiring expertise in US and international taxation, compliance, transfer pricing, and strategic planning. It outlines responsibilities across multiple jurisdictions and collaboration with legal, finance, and advisory teams. Qualifications emphasize CPA credentials, experience with US GAAP, and familiarity with tax regulations and transfer pricing principles.

Brand & Community Lead - Pressable

Company: Automattic Careers

Location: North America,Latin America,Europe,Africa,APAC

Posted Dec 07, 2025

Pressable, a managed WordPress hosting platform, is seeking a Brand & Community Lead to define and execute their brand strategy, content, community engagement, and events. The role involves shaping the brand voice, visual identity, and storytelling across channels, as well as collaborating with cross-functional teams to drive awareness, engagement, and advocacy.

Sr. Software Engineer - Knowledge by Zapier (Full Stack)

Company: Zapier

Location: North America

Posted Dec 07, 2025

Zapier is hiring a backend-leaning Sr Full Stack Engineer to work on AI integration, emphasizing responsible AI use, collaboration with AI teams, and the role's impact on shaping AI products. The position offers opportunities to influence AI development and work on innovative, scalable systems.

Frequently Asked Questions

What are the typical salary ranges for Critical For Us To Understand roles by seniority?
<p><strong>Junior:</strong> $70‑$90k</p><p><strong>Mid‑Level:</strong> $90‑$120k</p><p><strong>Senior:</strong> $120‑$160k</p><p><strong>Lead/Director:</strong> $160‑$200k</p>
What skills and certifications are most valuable?
<p><strong>Technical:</strong> Python, R, SQL, Tableau, Power BI, AWS Data Analytics, GCP BigQuery.</p><p><strong>Certifications:</strong> ISO 27001 Lead Implementer, CCA (Certified Compliance & Ethics Professional), GDPR Practitioner, AWS Certified Data Analytics Specialty.</p>
Is remote work common in this category?
<p>Many companies offer full‑remote or hybrid options. Tech firms, FinTechs, and government contractors frequently support remote teams, provided secure data access and compliance controls are in place.</p>
What career progression paths exist?
<p>Start as a <strong>Policy Analyst</strong> or <strong>Data Analyst</strong>, advance to <strong>Senior Analyst</strong>, then to <strong>Lead Analyst</strong> or <strong>Manager of Data Governance</strong>, and finally to <strong>Director of Compliance & Data Strategy</strong> or <strong>Chief Data Officer</strong>.</p>
What industry trends are shaping Critical For Us To Understand roles?
<p>RegTech adoption, AI ethics frameworks, real‑time data compliance, and the rise of causal inference models for policy impact analysis are driving demand. Companies increasingly invest in automated policy monitoring tools and cross‑functional data‑policy teams.</p>

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