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.

Regional Marketing Manager

Company: GitLab

Location: USA

Posted Dec 13, 2025

This job description outlines the role of a Regional Marketing Manager at GitLab, detailing responsibilities such as driving sales pipeline growth, collaborating with cross-functional teams, and managing regional campaigns. It highlights required skills in marketing, project management, and data-driven approaches, while emphasizing a remote work environment and team focus on scalable programs and measurement.

Voice of Customer - Product Program Manager

Company: Grafana Labs

Location: UK

Posted Dec 13, 2025

This remote UK role as a Voice of Customer Product Program Manager involves scaling VoC programs, collaborating with cross-functional teams, and leveraging AI tools. It offers career growth in RampD or Product roles with competitive compensation and RSUs.

Conversion Rate Optimization Specialist

Company: Twilio

Location: USA

Posted Dec 13, 2025

Twilio seeks a Conversion Rate Optimization Specialist to enhance digital experiences through AB testing and personalization. The role involves collaborating with cross-functional teams to improve conversion rates, with remote work options and competitive compensation.

Data Analyst - Product

Company: Kraken

Location: USA

Posted Dec 13, 2025

Kraken is seeking a Data Analyst Product to join their mission-focused team, emphasizing crypto values, global adoption of cryptocurrency, and industry-leading security. The role involves data-driven decisionmaking, cross-functional collaboration, and developing tools for product performance insights. Applicants must demonstrate expertise in data analysis, SQL, Python, and a passion for crypto, with opportunities for remote work across 70+ countries.

G&A Recruiter

Company: GitLab

Location: USA

Posted Dec 13, 2025

This job description outlines a GampA Recruiter role at GitLab, emphasizing strategic hiring, global team collaboration, and managing recruitment processes. The position requires experience in tech environments, global hiring expertise, and adaptability to organizational changes. It highlights a fully remote work setup with asynchronous collaboration and structured processes.

Customer Success Manager II - SLED

Company: ExtraHop

Location: USA

Posted Dec 13, 2025

This job description highlights opportunities to make a significant impact in a growing company, deliver innovative solutions, and work with supportive teams and valued customers. It emphasizes collaboration, customer success, and professional growth while outlining key responsibilities and qualifications for the role.

Principal Compensation Partner

Company: PagerDuty

Location: USA

Posted Dec 13, 2025

This job posting seeks a Principal Compensation Partner to design and implement global compensation programs, collaborate with leadership, and ensure market competitiveness. It outlines qualifications, responsibilities, and salary ranges for the role.

Tech Lead

Company: Nearform

Location: USA

Posted Dec 13, 2025

This job posting highlights a permanent Senior Python Software Engineer role with remote work flexibility, competitive salary, and comprehensive benefits. The position requires travel to client sites but offers a collaborative environment with opportunities for professional growth. Nearform emphasizes innovation, technical excellence, and a supportive work culture.

Voice of Customer - Product Program Manager

Company: Grafana Labs

Location: Sweden

Posted Dec 13, 2025

This job posting describes a fully remote Voice of Customer Product Program Manager role in Sweden, emphasizing collaboration with cross-functional teams, customer feedback analysis, and career growth opportunities in RampD or Product roles. It outlines responsibilities, required skills, and compensation details, presenting a professional opportunity with clear expectations.

Client Services Coordinator

Company: TrueML

Location: USA

Posted Dec 13, 2025

This job posting seeks a Client Services Specialist with 13 years of experience in administrative or client service roles. The position involves managing client communications, data processes, and compliance tasks in a fast-paced environment. Requirements include strong communication skills, attention to detail, and proficiency with office software. The role offers nonexempt employment with an hourly wage range of $19-$21.

Marketing Operations Coordinator

Company: Newsela

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

Posted Dec 13, 2025

This job description outlines a Marketing Operations Coordinator role focusing on email execution, quality assurance, technical builds, deliverability management, and compliance. It emphasizes attention to detail, process efficiency, and technical expertise in email marketing automation platforms.

New Business Account Executive - Central (Commercial)

Company: GitLab

Location: USA

Posted Dec 13, 2025

This role at GitLab focuses on new business development, expanding market presence, and building relationships with high-growth companies. The position involves managing the sales cycle, collaborating with cross-functional teams, and contributing to the company's revenue growth in a dynamic environment.

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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