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.

QA Automation Engineer

Company: ActiveState

Location: Remote

Posted Dec 21, 2025

The text describes a job opportunity for an Automation QA Engineer at ActiveState, highlighting responsibilities involving automated testing frameworks, collaboration with cross-functional teams, and contributions to secure open source software. It emphasizes benefits like competitive salary, remote work flexibility, and career growth within a stable company.

Project Coordinator

Company: RSI Security

Location: Remote

Posted Dec 21, 2025

The text describes a Project Coordinator role in Northlake, TX, involving project management, risk identification, and telecommuting options with a salary range of $70,000-$80,000 annually.

Accountant - Disbursements

Company: Zapier

Location: North America

Posted Dec 22, 2025

Zapier is seeking an experienced Accountant to support procure-to-pay operations, with emphasis on AI responsibility, collaboration, and diversity. The role involves vendor management, accounting processes, and process improvements in a fast-growing, inclusive environment.

Senior Frontend Software Engineer

Company: Megaport

Location: Canada

Posted Dec 22, 2025

Megaport is a leading global NaaS provider with a collaborative and innovative culture. They seek a Frontend Developer to join their skilled team, offering competitive benefits and a remote-first work environment focused on customer-centric solutions.

AI Developer

Company: Guidehouse

Location: Remote

Posted Dec 21, 2025

This job posting seeks an AI Developer for Data Science Consulting with responsibilities including designing Generative AI solutions, collaborating with teams, and delivering AI prototypes. It outlines required qualifications, technical skills, and benefits like competitive compensation, flexible benefits, and professional development opportunities.

SVP - Software Engineering

Company: Henry Schein One

Location: USA

Posted Dec 22, 2025

This Sr Vice President role involves leading software engineering strategies, requiring 15-20 years of experience. The position offers a competitive salary range of $260k-$375k and comprehensive benefits. It emphasizes innovation, digital transformation, and leadership in healthcare technology with opportunities for growth and impact.

Copywriter

Company: Paula's Choice Skincare

Location: USA

Posted Dec 22, 2025

This job description outlines a Copywriter role at Paulas Choice, emphasizing collaboration with creative teams, brand storytelling, and contributing to integrated campaigns across multiple channels. The position requires 3+ years of experience, a strong portfolio, and adaptability to brand voice while managing multiple projects in a fast-paced environment.

Senior Graphic Designer

Company: Paula's Choice Skincare

Location: USA

Posted Dec 22, 2025

This job description outlines a Senior Graphic Designer role at Paula's Choice, emphasizing leadership in creative output across print and digital channels. The position requires overseeing a design team, managing creative processes, and aligning work with brand strategy. Qualifications include 5+ years of experience, proficiency in design tools, and leadership skills. The role offers opportunities to improve workflows and maintain brand standards.

Client Experience and Loyalty Manager

Company: Optiv

Location: USA

Posted Dec 22, 2025

This job description outlines a remote Client Experience & Loyalty Manager role with responsibilities focused on client relationships, satisfaction, and retention strategies. It highlights benefits like work-life balance, professional development, and a commitment to diversity. The position requires experience in customer success and collaboration across teams, with opportunities for growth and impact.

Analyst - Government Reporting

Company: Viatris

Location: USA

Posted Dec 22, 2025

Viatris emphasizes its mission to improve global healthcare through innovation and stability, highlighting a Government Reporting role with responsibilities in data analysis and regulatory compliance. The position requires strong analytical skills and offers competitive compensation, reflecting the company's commitment to impactful work.

Data Engineer

Company: Sayari

Location: Remote - US

Posted Dec 22, 2025

Sayari, a risk intelligence provider, offers global corporate data solutions and is recognized for growth. They seek an Entry-Level Data Engineer in DC with specific technical skills.

Chief Software Architect

Company: Masabi

Location: Canada

Posted Dec 22, 2025

Masabi is driving the fare payment revolution with a global platform used in over 250 locations. They are hiring a Chief Architect to lead technology strategy and AI integration while offering remote work, extensive vacation, and professional development opportunities. The role emphasizes innovation, collaboration, and impactful contributions to scalable transportation solutions.

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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