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 ISOโฏ27001 certification efforts and crafting GDPR impact statements.
Salary transparency is crucial because these specialists operate in highโstakes 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.
Deal Desk Analyst
Company: GitLab
Location: Canada
Posted Dec 06, 2025
The role involves supporting sales teams in quoting and deal structuring, ensuring accurate data entry and compliance with revenue policies using Salesforce and Zuora. Collaboration with cross-functional teams is key to maintaining data integrity and smooth revenue processes.
Sr. Staff Software Engineer - Pay Group Engineering
Company: Gusto, Inc.
Location: USA
Posted Dec 06, 2025
Gusto is hiring experienced engineers to join their teams working on core platform capabilities, improving existing systems for extensibility and scalability, and building the future of Gusto's Payroll system. The role involves guiding projects end-to-end, influencing feature specs, executing on projects, and maintaining code that powers core experiences. The Payroll team is the beating heart of Gusto's business, ensuring employees are paid accurately and on time while maintaining compliance with complex regulations.
Senior Business Data Analyst - Business Analytics
Company: Grow Therapy
Location: USA
Posted Dec 06, 2025
The Senior Business Data Analyst role at Grow Therapy involves partnering with business leaders to enable data-driven decision making. The role includes defining KPIs, uncovering insights, developing dashboards, and translating data into business value. Success is measured by the impact of insights on decisions, clarity of metrics, and improvements in business outcomes.
Sales Strategy and Operations Manager
Company: Kraken
Location: USA
Posted Dec 06, 2025
Kraken is a mission-focused crypto company seeking a Sales Strategy and Operations Manager to elevate their global sales team. The role involves driving CRM and GTM systems infrastructure, optimizing institutional GTM workflows, managing sales reporting and analytics, and supporting sales enablement. Kraken values diversity, inclusion, and crypto conviction, and is committed to industry-leading security, education, and client support.
Engineering Team Lead (Java)
Company: Upwork
Location: Europe
Posted Dec 06, 2025
Upwork promotes a trust-driven platform enabling companies and professionals to collaborate innovatively. The job posting highlights opportunities for engineering leadership, technical excellence, and career growth, while emphasizing diversity and inclusion in their workforce.
D2C Growth Marketing Manager - Scout Acquisition
Company: Dscout
Location: USA
Posted Dec 06, 2025
Dscout is a flexible experience research platform that helps product teams connect with users. They are looking for a growth-focused marketer to help grow their Scout panel, an amazing community that powers research on their platform. The role involves attracting new Scouts, supporting research recruiting needs, optimizing growth and analytics, improving onboarding and engagement, and owning tools and tech.
Staff Software Engineer, Workflows - Distributed Systems
Company: Webflow
Location: USA
Posted Dec 06, 2025
Webflow is building an AI-native Digital Experience Platform as a remote-first company. They value trust, transparency, creativity, and diversity. The Workflows team is looking for a backend-leaning Staff Fullstack Engineer to lead and collaborate on implementing multiplayer branching experience, site workflows, and next-generation publishing pipelines. The role offers competitive compensation and benefits, and Webflow is committed to building an inclusive environment.
Intermediate Backend (Go) Engineer, Gitlab Delivery - Operate
Company: GitLab
Location: Canada,EMEA
Posted Dec 06, 2025
The role of a Backend Engineer on the GitLab Delivery Operate team involves focusing on delivering and supporting GitLab for self-managed customers by building and maintaining infrastructure tooling and automation. The team collaborates with various teams to ensure GitLab is easy to install, upgrade, and operate in diverse production-grade environments. The role includes maintaining and evolving deployment tooling, improving installation and upgrade experiences, and collaborating with distributed teams.
Director - Ecosystems Sales
Company: GitLab
Location: Europe
Posted Dec 06, 2025
The role of Director Ecosystem Sales EMEA involves leading a team to grow GitLab's business with partners across EMEA. The responsibilities include building relationships with partners, developing regional strategies, collaborating with teams, driving partner-influenced pipeline, and monitoring market trends. The ideal candidate should have experience in strategic partnerships, driving partner-influenced revenue, and leading distributed teams.
Senior Digital Strategist
Company: MissionWired
Location: USA
Posted Dec 06, 2025
MissionWired is a company that helps partners create revolutionary fundraising strategies and digital marketing campaigns for nonprofit organizations and political campaigns. They are looking for a Senior Digital Strategist with experience in digital communications, fundraising, and marketing to join their team. The role involves working with clients to assess their needs, designing and implementing cross-channel digital marketing campaigns, leading project teams, and providing top-quality customer service.
Head of Presales Engineering
Company: Lumos
Location: USA
Posted Dec 06, 2025
The role of Head of Pre Sales Engineering at Lumos involves leading and scaling the presales team, hiring and mentoring SEs, building the SE operating system, owning demo and POV strategy, partnering with sales leaders, building field assets, creating feedback loops, collaborating with RevOps, and modeling an inclusive culture. The ideal candidate should have 10+ years of B2B SaaS pre sales experience, domain fluency, proven lift in technical win rate, mastery of MEDDPICC, operational rigor, excellent communication skills, and the ability to travel as needed.
Senior Data Scientist - Consumer
Company: Reddit
Location: USA
Posted Dec 06, 2025
Reddit is hiring experienced Senior Data Scientists to join their growing Data Science team. The role involves partnering with cross-functional partners to drive product strategy, experimentation, and causal analysis. The ideal candidate will have an advanced degree in a quantitative field, expertise in SQL and programming languages, and strong technical communication skills.