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 Engineering Manager, Core Multi-Product Enablement
Company: Dropbox
Location: Canada
Posted Nov 20, 2025
The role is a Senior Engineering Manager position at Dropbox, responsible for leading a team of 12-25 engineers to execute on critical company-wide business objectives. The team will own the MultiProduct Enablement (MPE) initiative, which provides a unified experience for discovering, purchasing, and managing multiple Dropbox products. The ideal candidate will have strong leadership skills, technical expertise, and a passion for driving results in a collaborative, virtual-first environment.
Senior Software Engineer - Web Services
Company: Mozilla
Location: Canada
Posted Nov 20, 2025
MZLA Technologies Corporation, a subsidiary of the Mozilla Foundation, develops open-source email and productivity tools like Thunderbird. They value privacy, user control, and collaboration with a global community. The company seeks a Senior Software Engineer to lead web services initiatives, focusing on JMAP, Python, and TypeScript. They offer competitive salaries, benefits, and a remote work environment.
Account Executive, New Business (Mid-Market)
Company: Apollo.io
Location: USA
Posted Nov 20, 2025
Apolloio is looking for a high-energy, results-driven MidMarket Outbound Account Executive to own net new revenue generation in the 250-1000 employee segment. The role involves proactively hunting new business, partnering with Sales Development Managers, and leading prospects through the entire sales cycle. The ideal candidate should have a hunter mentality, be comfortable generating 80% of their pipeline through outbound efforts, and have experience selling to C-level executives and revenue teams.
Senior Product Marketing Manager
Company: Checkly
Location: USA
Posted Nov 20, 2025
Checkly seeks a Senior Product Marketing Manager for a fully remote role, emphasizing innovation in application reliability. The position involves strategic marketing, product launches, and global collaboration. Benefits include flexible work, competitive pay, and a transparent culture.
Senior Solutions Engineer
Company: Databricks
Location: Denmark
Posted Nov 20, 2025
Databricks is a company that aims to create a unified platform for data science and analytics, making it accessible to everyone. They provide a user-friendly and intuitive platform that fosters a culture of creativity, experimentation, and continuous improvement. The company is looking for a Solutions Architect to work with clients, demonstrate the platform's capabilities, and help customers solve their complex data challenges.
Senior Engineering Manager, Core Multi-Product Enablement
Company: Dropbox
Location: USA
Posted Nov 20, 2025
The role is a Senior Engineering Manager position at Dropbox, responsible for leading a team of 12-25 engineers to execute on critical company-wide business objectives. The team will own the MultiProduct Enablement (MPE) initiative, which provides a unified experience for discovering, purchasing, and managing multiple Dropbox products. The ideal candidate should have strong leadership skills, technical expertise, and a passion for driving results in a collaborative, virtual-first environment.
Full-Stack Staff Product Engineer
Company: Mozilla
Location: Canada
Posted Nov 20, 2025
MZLA Technologies Corporation, a subsidiary of the Mozilla Foundation, develops open-source privacy-centric productivity tools like Thunderbird. They are building a new AI assistant with a local-first architecture and an extension marketplace. The company seeks a generalist FullStack Staff Product Engineer with extensive experience in frontend development, React, TypeScript, and AI product development.
Associate Vice President - Digital (Political)
Company: MissionWired
Location: USA
Posted Nov 20, 2025
MissionWired is a direct marketing agency for nonprofits and Democratic organizations, helping them create revolutionary fundraising strategies and campaigns. They have a diverse team and are committed to social change and equality. The company is looking for an associate vice president with experience in digital fundraising and communications to lead client engagements and manage cross-functional teams.
Senior Product Manager - Personal Banking
Company: Mercury
Location: USA
Posted Nov 20, 2025
Mercury, a fintech company, is seeking a Senior Product Manager to join their Personal Banking team and help shape and scale their consumer banking offering. The role involves creating a holistic, high-scale consumer banking program, working on user-facing experiences, and collaborating with internal teams and external partners. The ideal candidate should have 7+ years of relevant product management experience in a financial technology company, be technically inclined, and have a deep understanding of user needs.
Global Head of Specialist Solutions Architecture - Money Management
Company: Stripe
Location: USA
Posted Nov 20, 2025
Stripe seeks a Global Head of Specialist SA for Money Management to lead a high-performing presales engineering team, drive strategic initiatives, and shape the future of financial services solutions. The role emphasizes leadership, technical expertise, and cross-functional collaboration to empower businesses and grow the global economy.
Intermediate Fullstack Engineer (Ruby/Vue.js) - Analytics Instrumentation
Company: GitLab
Location: Canada,EMEA,UK,Netherlands
Posted Nov 20, 2025
This job description highlights a role in developing data-driven analytics tools for GitLab, emphasizing collaboration with cross-functional teams, privacy-focused practices, and creating actionable insights through instrumentation frameworks.
Intermediate Backend Engineer (Go), Runner
Company: GitLab
Location: Canada,Netherlands,UK
Posted Nov 20, 2025
This Backend Engineer position for the Verify CI Functions Platform team at GitLab is fully remote. The role involves rearchitecting GitLab Runner to support ultra-scale CI/CD operations and building the foundational platform for CI Functions. The team focuses on developing the Step Runner component, integrating with GitLab Runner, and solving technical problems of medium scope and complexity. The ideal candidate should have professional experience with Go, scaling SaaS products, and proficiency in English. The team values clear communication, collaboration, and a solution-oriented mindset.