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.

Partner Manager - Automattic for Agencies (Spanish Speaking)

Company: Automattic Careers

Location: North America,Latin America,Europe,Africa,APAC

Posted Nov 28, 2025

The Partner Manager role at Automattic involves strategically executing the company's growth strategy by developing relationships with digital agencies in the Automattic partner ecosystem. The role focuses on driving sales, identifying growth opportunities, and collaborating with internal and external teams to support lead generation and joint revenue goals. The position requires experience in SaaS channel sales, strong analytical skills, and the ability to work across multiple business units.

Staff Technical Program Manager

Company: Mozilla

Location: Remote

Posted Nov 28, 2025

Mozilla Corporation is a nonprofit-backed technology company that has shaped the internet for the better over the last 25 years. They make pioneering brands like Firefox, the privacy-minded web browser, and are now shaping the next 25 years of technology while helping to reclaim an internet built for people, not companies. The company focuses on diverse areas including AI, social media, security, and more, while never losing focus on their core mission to make the internet better for people.

Enterprise Account Executive - Acquisition

Company: Grafana Labs

Location: Remote

Posted Nov 28, 2025

Grafana Labs is seeking an experienced Enterprise Account Executive based in the UK to prospect and close new business across the UKI region. The role involves meeting sales goals, outbound prospecting, managing the sales process, and becoming an expert in the company's products. The ideal candidate has 5+ years of technical sales experience, a history of goal achievement, and excellent communication skills. Familiarity with open source technology, Salesforce, and sales methodologies like MEDDPICC is a bonus.

Staff Infrastructure Software Engineer - Metadata

Company: Dropbox

Location: Remote

Posted Nov 28, 2025

The role of Staff Software Engineer for Metadata Infrastructure at Dropbox involves shaping and evolving transactional database systems that support nearly all Dropbox products. The position requires defining a multiyear technical strategy for metadata database stacks, leading architecture and implementation efforts, solving high-impact technical problems, driving cross-functional alignment, mentoring engineers, and advancing operational excellence. The role is ideal for engineers who enjoy deep technical problem-solving and leading through influence while building resilient infrastructure.

Sales Development Representative

Company: EDB

Location: Remote

Posted Nov 28, 2025

EDB is seeking a driven and passionate Enterprise Sales Development Representative (SDR) to join their North American team. The role involves driving market engagement, telling the Postgres AI story, generating qualified opportunities, and collaborating with purpose. Success is measured by hitting activity benchmarks, achieving pipeline generation targets, building strong internal partnerships, and advancing into leadership roles. The ideal candidate has 6 months to 2 years of sales experience, a passion for outbound prospecting, high resilience, strong communication skills, and the ability to work independently in a remote environment.

Senior Sales Operations Lead

Company: Vonage

Location: Remote

Posted Nov 28, 2025

Vonage seeks a Senior Customer Success Operations Consultant to drive operational excellence, enhance sales teams, and ensure customer success through data-driven strategies and cross-functional collaboration. The role emphasizes process optimization, analytical skills, and fostering a culture of continuous learning while offering career growth and competitive benefits.

Principal Solutions Engineer – Application Access Governance (AAG)

Company: Saviynt

Location: Remote

Posted Nov 28, 2025

The Principal Solutions Engineer role involves leading presales strategy, driving growth for Application Access Governance (AAG) product lines, and supporting the regional sales team in APJ. The role requires collaboration with internal stakeholders, delivering profitable subscription revenue growth, optimizing the sales lifecycle, training and enabling teams, and acting as a senior advocate for enterprise customers.

Sales Development Representative

Company: Mercury

Location: Remote

Posted Nov 28, 2025

Mercury is a profitable high-growth startup empowering founders and finance teams with advanced tools. The role requires a driven salesperson passionate about fintech, with competitive compensation and a focus on collaboration and innovation.

Sr Social Media & Community Strategist

Company: Trafilea

Location: Remote

Posted Nov 28, 2025

Trafilea is a consumer tech platform that helps brands grow through AI, technology, and operational excellence. They own and operate their own digitally native brands and have a strong global presence. The job description is for a social media and community management role that involves crafting narratives, building viral moments, and driving engagement for apparel brands.

Staff Data Scientist - AI Products

Company: Dropbox

Location: Remote

Posted Nov 28, 2025

The role is for a Staff Data Scientist on the ground floor of Dropbox's AI-first journey. The position involves shaping the product roadmap, fostering a data-informed culture, and driving AI/ML impact. Responsibilities include building data foundations, leveraging insights, performing analysis, communicating findings, and collaborating cross-functionally. Requirements include a quantitative degree, 9+ years of experience, and proficiency in SQL/Python. Preferred qualifications include startup experience and expertise in AI/ML product development.

Staff Infrastructure Software Engineer - Metadata

Company: Dropbox

Location: Remote

Posted Nov 28, 2025

This role involves designing and operating Dropbox's core metadata infrastructure, requiring expertise in distributed systems and experience with large-scale transactional databases. Responsibilities include leading technical strategy, ensuring reliability, and mentoring engineers. Compensation ranges from $200,600 to $271,400 CAD.

Engineering Manager - AI Tasks

Company: Zapier

Location: North America

Posted Nov 28, 2025

Zapier is seeking an Engineering Manager to lead their AI Tasks team, which focuses on making AI accessible, trustworthy, and productive for users. The role involves leading a team of engineers, making architectural decisions, collaborating with product and design, and championing problem-solving. Zapier values diversity, inclusion, and remote work, and they have a nonstandard application process to promote equity.

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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