Critical For Us To Understand Jobs

1,890,901 open positions · Updated daily

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.

Senior Technical Recruiter

Company: Webflow

Location: Argentina

Posted Dec 05, 2025

Webflow is building an AI-native Digital Experience Platform and is hiring a Senior Technical Recruiter in Argentina to help scale their engineering organization. The role involves full-cycle recruitment, partnering with engineering and people leaders, and ensuring a positive candidate experience. Webflow offers competitive compensation, benefits, and a remote-first work environment.

Senior Full-Stack Engineer

Company: Mercury

Location: USA

Posted Dec 05, 2025

Mercury is a fintech company that provides banking services for startups. They are looking to hire senior fullstack engineers to join their team. The company values diversity and belonging, and offers a competitive total rewards package.

Principal Software Engineer

Company: Twilio

Location: USA

Posted Dec 05, 2025

Twilio is seeking a Software Engineer to join their Conversational AI organization. The role involves developing solutions, designing software, writing maintainable code, and collaborating with the team. The ideal candidate should have 6-10 years of experience, passion for emerging technologies, and strong collaboration skills.

Engineering Manager - Commercial Systems

Company: Canonical

Location: EMEA

Posted Dec 05, 2025

Canonical is a leading provider of open-source software and operating systems for global enterprise and technology markets. The company is hiring an Engineering Manager to lead a team of software engineers and develop an internal product. The role involves accountability, high engineering quality standards, skill development, and delivering impactful solutions. The company offers a distributed work environment, personal learning and development budget, annual compensation review, and various benefits.

Senior Product Manager | Hardware & Platform Administration

Company: ExtraHop

Location: USA

Posted Dec 05, 2025

The role is for a Senior Product Manager to lead hardware and platform administration for ExtraHop's NDR platform. Key responsibilities include owning product strategy, leading development of administration capabilities, driving requirements for hardware and virtual solutions, and enhancing administrative workflows. The role requires a bachelor's degree, 5+ years of product management experience, and knowledge of networking hardware and enterprise administration.

Developer Relations Engineer

Company: Canonical

Location: APAC,EMEA

Posted Dec 05, 2025

Canonical, the publisher of Ubuntu, is creating a new Developer Relations team to engage with open source communities and developer-centric organizations. The team aims to improve open source development experiences and gather feedback to shape their offerings. They are seeking a Developer Relations Engineer who is a technical expert, strategist, and communicator with deep empathy for developers.

Senior Software Engineer - Developer Productivity

Company: Webflow

Location: USA

Posted Dec 05, 2025

Webflow is building the world's leading AI-native Digital Experience Platform as a remote-first company. They are looking for a Senior Software Engineer Developer Productivity to join their Developer Productivity Pillar. The role involves driving implementation and maintenance of Webflow's build system, overseeing development environments, defining processes, and mentoring team members. Webflow offers competitive compensation, benefits, and a commitment to building trust, reinventing themselves, delivering with speed and quality, and fostering a culture of ownership and collaboration.

Senior-level Frontend Software Engineering Services

Company: Newsela

Location: Argentina,Brazil,Mexico,Colombia,Costa Rica,Panama

Posted Dec 05, 2025

This job description seeks a Senior Frontend Engineer Contractor based in Brazil, Argentina, or Mexico. The role involves technical scoping, UI management, and collaboration with teams to deliver high-quality solutions. Requirements include 5+ years of SaaS experience, ReactJS expertise, and knowledge of web fundamentals. The position offers remote work but excludes company-sponsored benefits.

Lead Python Software Engineer - Commercial Systems

Company: Canonical

Location: EMEA

Posted Dec 05, 2025

Canonical is a leading provider of open-source software and operating systems for global enterprise and technology markets. The company is hiring a Lead Python Software Engineer to work on the Integrations team, which is responsible for automating SaaS user management and onboarding new data sources to the data mesh. The role involves developing engineering solutions using Python, collaborating with colleagues, and deploying and operating services. Canonical offers a distributed work environment, personal learning and development budget, annual compensation review, and other benefits.

Director - Talent Science

Company: Canonical

Location: EMEA

Posted Dec 05, 2025

Canonical is a leading provider of open source software and operating systems. The company is founder-led, profitable, and growing. They are hiring for 4 new leadership roles in their Talent Science team to lead on delivery excellence. The role involves leading and delivering the strategic Talent Science project roadmap, leveraging expertise to design and implement solutions, ensuring high performance outcomes, designing professional processes, coaching and mentoring team members, and working closely with company leaders.

Senior Partner Sales Manager - Global System Integrator (GSI)

Company: Canonical

Location: Anywhere

Posted Dec 05, 2025

Canonical is a leading provider of open source software and operating systems, with a focus on enterprise initiatives such as public cloud, data science, AI engineering, and IoT. The company is founder-led, profitable, and growing, with a global distributed team and a focus on building strategic relationships with partners.

FP&A Analyst - GTM

Company: GitLab

Location: USA

Posted Dec 05, 2025

This job description outlines a Financial Analyst role requiring expertise in financial modeling, data analysis, and cross-functional collaboration. The position involves supporting business teams with forecasting, reporting, and financial insights while using tools like Google Sheets and NetSuite. Key qualifications include financial analysis experience, communication skills, and knowledge of accounting practices.

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>

Related Pages