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 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.
Staff Fullstack Software Engineer - Growth Monetization
Company: Dropbox
Location: Canada
Posted Dec 05, 2025
The role of Staff Software Engineer on the Growth Monetization team at Dropbox involves leading technical strategy for checkout, trial, and subscription systems, architecting AI-powered solutions to optimize conversion funnels and reduce churn, and mentoring a team of 15 engineers. The position offers high visibility, impact on revenue growth, and the opportunity to shape the future of Dropbox monetization.
Infrastructure Software Engineer - API Platform
Company: Dropbox
Location: USA
Posted Dec 05, 2025
The role of an Infrastructure Engineer on the API Platform team at Dropbox involves shaping and constructing robust systems to support current and future products. The position requires collaborating with cross-functional teams, optimizing user experiences, ensuring scalability and data integrity, and mentoring junior team members. The role also involves staying current with emerging technologies and industry trends.
Partner Operations Manager
Company: Airbnb
Location: Canada
Posted Dec 05, 2025
The Partner Operations Manager role at Airbnb Canada is a full-time position responsible for managing partner and service performance, driving operational excellence, and ensuring high-quality support for the Airbnb community. The ideal candidate should have 10+ years of experience in customer service or operations, strong analytical skills, and excellent communication and stakeholder management abilities.
Sales Executive
Company: G-P
Location: UK,Ireland
Posted Dec 05, 2025
The Sales Executive role at GP involves owning a market, building a robust sales pipeline, and leveraging expertise as a trusted advisor to craft proposals and negotiate complex deals. The position requires 3+ years of SaaS experience, excellent communication skills, and the ability to work independently in a fast-paced environment.
Fullstack Product Software Engineer - Core Web Experience
Company: Dropbox
Location: USA
Posted Dec 05, 2025
The Core Web Experience team is working on integrating Dash's AI capabilities into the FSS product to enhance user engagement and simplify core jobs like search and file actions. The role requires 5+ years of software engineering experience, strong product thinking, cross-functional collaboration, independence, problem-solving skills, and full-stack expertise in React, TypeScript, and Python. The company values innovation, experimentation, and performance optimization.
Product Marketing Manager
Company: Magnet Forensics
Location: USA
Posted Dec 05, 2025
Magnet Forensics is a global leader in digital investigative software, serving thousands of customers worldwide. They are seeking an experienced Product Marketing Manager to join their high-performing marketing team. The role involves developing customer profiles, creating messaging and content, collaborating with sales and demand generation teams, and providing sales enablement materials. Magnet Forensics values diversity, inclusion, and continuous learning, and offers competitive compensation and benefits.
Enterprise Account Manager
Company: QuinStreet
Location: USA
Posted Dec 05, 2025
This job posting highlights a strategic role in a fast-growing company with opportunities for leadership growth, measurable impact, and collaboration across departments. The position emphasizes data-driven strategies, client success, and career advancement potential.
Sr. Staff Quantitative Product Researcher - Monetization
Company: Pinterest
Location: USA
Posted Dec 05, 2025
Pinterest is seeking a Senior Staff Quantitative Researcher to lead quantitative research at the intersection of consumer and advertiser-facing organizations. The role involves identifying important ecosystem-level questions, creating and executing a learning agenda, and balancing engagement and revenue goals. The ideal candidate should have expertise in behavioral analysis, statistical modeling, and survey methods, with experience in a fast-paced environment.
Staff Engineer - Applied AI
Company: Zapier
Location: North America,EMEA
Posted Dec 05, 2025
Zapier is hiring a Staff Applied AI Engineer to lead the AI Capabilities team, which is responsible for building a unified AI platform that powers all AI products at Zapier. The role requires deep technical expertise in LLMs, orchestration, evaluation, and runtime systems, as well as the ability to shape the platform's architecture, guide technical decisions, and collaborate with product teams.
Infrastructure Software Engineer - API Platform
Company: Dropbox
Location: Mexico
Posted Dec 05, 2025
The role of an Infrastructure Engineer on the API Platform team is crucial in shaping and constructing robust systems that support current flagship products and lay the groundwork for future engineering innovations. The responsibilities include building infrastructure, leading expansion, optimizing analytics platform, collaborating with cross-functional teams, mentoring junior team members, and staying current with emerging technologies. The requirements include a BS/MS/PhD in Computer Science or related technical field, 5+ years of professional software development experience, and proficiency in programming and debugging across various languages.
Staff Fullstack Software Engineer - Growth Monetization
Company: Dropbox
Location: USA
Posted Dec 05, 2025
The role of Staff Software Engineer on the Growth Monetization team at Dropbox involves leading technical strategy for checkout, trial, and subscription systems, architecting AI-powered solutions to optimize conversion funnels and reduce churn, and mentoring a team of 15 engineers. The position requires 12+ years of software engineering experience, strong full-stack skills, and experience designing scalable, high-reliability systems. The role offers substantial exposure to Growth leadership and the opportunity to shape the technical direction of a critical revenue-driving platform.
Sr. Director - Applied AI
Company: Zapier
Location: North America,EMEA
Posted Dec 05, 2025
Zapier is seeking a Senior Director of Engineering to lead their AI Orchestration engineering organization. The role involves managing engineering squads to innovate and deliver AI solutions, shaping the future of AI-powered automation for millions of customers. Zapier values diversity, remote work, and a culture of technical excellence.