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.

Staff UX Designer - AI Investment

Company: Mozilla

Location: USA

Posted Dec 04, 2025

Mozilla, a nonprofit-backed tech company, focuses on shaping the internet for the better through privacy-minded innovations like Firefox. They seek a Staff UX Product Designer with AI expertise to create impactful, user-centric features while prioritizing privacy and open-source principles. The role emphasizes diversity, ethical AI, and a mission-driven approach to building a more inclusive web.

Laureate Software Engineer - Gen AI

Company: Blackbaud

Location: USA

Posted Dec 04, 2025

This job posting highlights Blackbaud's mission to power social good through innovative AI initiatives and a remote-first work culture. The role offers competitive compensation, benefits like medical insurance and parental leave, and opportunities for professional growth. The company emphasizes diversity, inclusion, and a supportive work environment for all employees.

Principal Software Engineer - Gen AI

Company: Blackbaud

Location: USA

Posted Dec 04, 2025

Blackbaud seeks a Principal Software Engineer to lead Generative AI initiatives, emphasizing collaboration, innovation, and a flexible remote work environment. The role offers competitive pay and comprehensive benefits including healthcare, retirement plans, and professional development opportunities.

Software Engineer 5 - Product

Company: Netflix

Location: USA

Posted Dec 04, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The Consumer Data Systems team focuses on ensuring data integrity and building robust infrastructure to enhance customer experiences. The team is seeking fullstack engineers to develop end-to-end solutions for logging and telemetry data, continuously improve products and systems, and collaborate with cross-functional teams to deliver solutions that improve subscriber experiences.

Project Manager (Internal Operations)

Company: Skyrocket Studios

Location: Philippines

Posted Dec 04, 2025

This job description outlines a project management role with responsibilities including project planning, stakeholder collaboration, process improvement, and resource management. Requirements emphasize experience in project management, proficiency with ClickUp, organizational skills, and a bachelor's degree.

Director of Release Management - Monopoly GO!

Company: Scopely

Location: USA

Posted Dec 04, 2025

Scopely is seeking a Director of Release Management for their Monopoly GO game. The role involves leading and growing the Release Management team, refining release strategy and governance, driving quality and risk management, championing cross-functional alignment, modernizing tools and automation, and advancing operational maturity. The ideal candidate should have experience evolving established systems and teams, strong understanding of mobile release pipelines, proven leadership skills, and excellent communication abilities.

Mid-level Backend Product Engineer | .NET, C#

Company: Origin

Location: Brazil

Posted Dec 04, 2025

The backend product engineer role involves discovering and solving member issues, collaborating across teams, and driving product thinking forward. The role includes advancing product capabilities, enhancing software reliability, applying industry best practices, systematic problem-solving, and collaborating with other engineers. The ideal candidate is intellectually rigorous, relentlessly resourceful, technically excellent, skilled in feedback, and effective remotely. Portuguese language proficiency is a plus.

Software Engineer (Web SDK)

Company: Storyteller

Location: Bulgaria

Posted Dec 04, 2025

The job posting describes a fully remote engineering role at Storyteller, a high-growth B2B SaaS platform. The role involves working on the Web SDK and backend services, using AI tools, and focusing on performance, reliability, and developer experience. The company offers a competitive salary, benefits, and a modern tech stack.

Product Manager - Staff

Company: Blackbaud

Location: India

Posted Dec 04, 2025

Blackbaud is seeking a Staff Product Manager for YourCause to drive products that create social impact for corporate customers. The role involves partnering with cross-functional stakeholders, defining market needs, and delivering solutions. The ideal candidate will have experience in product management, AI-driven innovation, and the Scaled Agile Framework (SAFe).

Senior Data Scientist

Company: Found

Location: USA

Posted Dec 04, 2025

Found is a company supporting self-employed individuals with tools and services. They're hiring a Senior Data Scientist with responsibilities in data analysis, product improvements, and collaboration. Benefits include competitive salary, equity, remote work, and comprehensive health benefits.

Technical Delivery Lead

Company: Fortive

Location: India

Posted Dec 04, 2025

The text describes a technical leadership role requiring management of Salesforce support operations, SLA adherence, process improvement, and cross-functional collaboration. It outlines qualifications including Salesforce expertise, team coordination, compliance efforts, and system integration experience.

Director - Regional Sales

Company: GitLab

Location: Europe

Posted Dec 04, 2025

This text describes a Director Regional Sales New Business role at GitLab, outlining responsibilities such as leading a sales team, developing strategies, and collaborating with cross-functional teams. It emphasizes skills in CRM tools, new business growth, and regional market dynamics.

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