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.

Senior DevOps Engineer (AWS)

Company: Proxify

Location: CET +/- 3 HOURS

Posted Nov 18, 2025

The job posting is for a Senior DevOps Engineer specializing in AWS. The role involves designing, implementing, and managing AWS-based cloud infrastructure, developing CI/CD pipelines, automating infrastructure provisioning, monitoring and optimizing cloud resources, collaborating with development teams, and implementing security best practices. The company offers on-time monthly payments, predictable project hours, flexible days off, career-accelerating positions, and a seamless contracting process.

Senior Data Scientist - Ads Data Platform

Company: Spotify

Location: Remote

Posted Nov 18, 2025

The Advertising Product & Technology team at Spotify is building a next-generation advertising platform for audio and video. The Ads Data Platform team is seeking a senior data scientist to help build ad measurement products and support the experimentation platform. The role involves partnering with product and engineering, delivering data-driven solutions, writing code to analyze large datasets, and communicating insights to key partners.

Senior Product Manager

Company: MariaDB plc

Location: Ireland

Posted Nov 18, 2025

MariaDB is a widely used database platform powering applications for companies of all sizes, including 75% of the Fortune 500. The company is seeking a technical and customer-focused Product Manager to drive the strategy and execution for their distributed database engine, AI capabilities, and high-availability solutions. The role involves collaborating with engineering, open-source communities, and technology partners to create a compelling product vision and roadmap.

Senior Product Manager

Company: MariaDB plc

Location: UK

Posted Nov 18, 2025

MariaDB is a widely used database platform powering applications for companies of all sizes, including 75% of the Fortune 500. The company is seeking a technical and customer-focused Product Manager to drive the strategy and execution for their distributed database engine, AI capabilities, and high-availability solutions. The role involves contributing to product direction, managing roadmaps, collaborating with engineering and the open-source community, and aligning cross-functional teams.

Commercial Counsel Team Lead

Company: G-P

Location: USA

Posted Nov 18, 2025

Globalization Partners LLC is seeking a Commercial Counsel Team Lead for the Americas. The role requires a JD from an accredited US law school, an active law license, and at least 24 months of experience in a commercial counsel position. The position involves preparing, reviewing, and negotiating contracts, providing legal advice, and supporting product development and compliance. The annual base salary range is $148,000 to $222,000 plus variable compensation.

Chief Software Architect

Company: Masabi

Location: Remote

Posted Nov 18, 2025

Masabi is a company driving the fare payment revolution, powering the journeys of millions worldwide. They build fare collection platforms and have partnered with major players in the transport space. The company is hiring a Chief Architect to shape their technology strategy and lead their Data and AI vision for their multitenant SaaS platform.

Senior Application Security Engineer - Corporate Information Security

Company: GuidePoint Security

Location: Remote

Posted Nov 18, 2025

The job posting is for a Senior Application Security Engineer to strengthen software development lifecycle and safeguard products from threats. The role involves collaborating with teams to embed security, finding and fixing vulnerabilities, automating security checks, monitoring production, guiding secure design, and shaping the security program. The position requires 8+ years of experience in application security, strong development background, and expertise in AI/automation technologies.

Customer Success and Implementation Manager

Company: TrustArc

Location: Remote

Posted Nov 18, 2025

This job description highlights a Customer Success Manager role at TrustArc, emphasizing enterprise-scale SaaS deployments, AI-enabled solutions, and customer-centric outcomes. The position offers competitive compensation, flexible work arrangements, and opportunities for professional growth. TrustArc promotes a diverse, inclusive workplace with employee support programs and a focus on work-life balance.

Principal Software Architect

Company: Wiser Solutions

Location: UK

Posted Nov 18, 2025

Wiser Solutions is a global leader in omnichannel retail intelligence, empowering brands and retailers with data-driven insights. The Principal Software Architect role involves shaping architecture, driving technical transformation, and ensuring scalable cloud-native solutions. The company values architectural leadership, cloud expertise, cross-functional collaboration, and hands-on technical delivery.

Professional Services Engineer

Company: Tines

Location: USA

Posted Nov 18, 2025

The role is a remote Professional Services Engineer position at Tines, focusing on integrating and optimizing workflow automation solutions for customers. The ideal candidate will have 5+ years of experience delivering Professional Services and implementing SOAR platforms, strong customer-facing skills, and experience with APIs and automation solutions.

Litigation Consultant

Company: Sedgwick

Location: USA

Posted Nov 18, 2025

Sedgwick is a company that values its employees and offers a caring culture, work-life balance, and opportunities for career growth. It is recognized as one of the best workplaces in the financial services and insurance industry. The company handles high-end cases with serious injuries and complex coverage scenarios, and provides a comprehensive benefits package.

Product Manager - Automattic

Company: Automattic Careers

Location: Remote

Posted Nov 18, 2025

This job posting seeks an experienced Product Manager to lead a key area within Automattic's product ecosystem, emphasizing autonomy, cross-functional collaboration, and impactful product strategy. The role offers a competitive salary, remote work flexibility, and opportunities to shape product culture while aligning with company priorities.

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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