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.
Direct Response Marketing Copywriter
Company: The Motley Fool
Location: USA
Posted Dec 07, 2025
The Motley Fool is a financial services company on a mission to make the world smarter, happier, and richer. They are looking for curious and passionate writers to inspire members and prospects to take action towards financial independence. The role of a Direct Response Marketing Copywriter involves developing big ideas, generating fresh concepts, collaborating with teams, testing variations, and contributing to multiple channels.
Senior Data Analyst
Company: Caribou Financial
Location: USA
Posted Dec 07, 2025
This job posting describes a Senior Data Analyst role with responsibilities including managing analytics processes, AB testing, and dashboard creation. It outlines technical requirements like SQL/Python skills and dbt experience, along with benefits such as competitive compensation and comprehensive benefits packages.
Software Engineer II - Full Stack
Company: Pinterest
Location: Mexico
Posted Dec 07, 2025
The job posting is for a Full Stack Software Engineer who will work closely with product managers, designers, and backend engineers to enable new technologies and experiences. The role involves building robust frameworks and features, empowering developers and users, and solving challenging problems. The ideal candidate should have a bachelor's degree in computer science, 3+ years of experience, deep understanding of web development, and strong technical skills.
Corporate Strategy Lead - Product
Company: Pinterest
Location: USA
Posted Dec 07, 2025
The role is a senior individual contributor within the Corporate Strategy team, responsible for shaping the firmwide Shopping strategy. The position requires strategic problem solving, cross-functional partnership, data analysis, and executive-level communication. The ideal candidate should have a corporate strategy background, experience in influencing without authority, and comfort with basic SQL queries.
Manager II - Machine Learning Engineering, Core Engineering
Company: Pinterest
Location: USA
Posted Dec 07, 2025
Pinterest is seeking a Machine Learning Engineer or Engineering Manager II to lead a team in developing innovative products, large-scale systems, and state-of-the-art machine learning models. The role involves driving the team's technical direction, collaborating with other engineering teams, and shaping the future of content ecosystem and personalization at Pinterest.
Principal Machine Learning Engineer - Content & Trust Recommendations
Company: Pinterest
Location: USA
Posted Dec 07, 2025
The job posting is for a Principal Machine Learning Engineer to lead the Content and Trust Engineering teams. The role involves setting technical strategy, architecture, and roadmap for industry-leading machine learning methodologies. The ideal candidate should have deep expertise in large-scale ML systems, responsible AI, and cross-functional collaboration.
Staff Software Developer - Fullstack
Company: Coursera
Location: Canada
Posted Dec 07, 2025
Coursera is seeking a Staff Software Developer Fullstack to build tools for instructors and partners to create, review, and improve courses. The role involves designing and maintaining fullstack features, developing backend services and APIs, building responsive UIs in React/TypeScript, integrating with AI systems, and providing technical leadership. The ideal candidate has 6+ years of experience in web application development, solid frontend and backend skills, and experience designing end-to-end features.
Engineering Lead
Company: NABIS
Location: USA
Posted Dec 07, 2025
Nabis is a leading licensed cannabis wholesale platform with a mission to empower the world to discover cannabis. They are building an innovative technology-first platform to scale the cannabis industry. The company is seeking an Engineering Lead to guide the technical direction and growth of their V2 Platform.
Frontend Engineer
Company: Elicit
Location: USA
Posted Dec 07, 2025
Elicit is an AI research assistant that helps researchers with tasks like literature review. It aims to increase good reasoning and make it more affordable for both experts and non-experts. The company is hiring a frontend engineer to help ship more features and meet user demand. They have a modern tech stack and value high-quality user experience.
Senior Software Engineer
Company: Elicit
Location: USA
Posted Dec 07, 2025
Elicit is an AI research assistant enhancing decision-making. They're hiring a senior engineer to develop features, with a focus on scalable systems and competitive compensation.
Lead Monetization Analyst
Company: HubSpot
Location: USA
Posted Dec 07, 2025
The HubSpot Ops team is seeking a Lead Monetization Analyst to help make important product pricing and packaging decisions based on data, customer insights, and strategic thinking. The role involves owning business performance reporting, supporting pricing and packaging decisions, and driving cross-functional workstreams. The ideal candidate should have relevant experience in data analytics and pricing strategy, track record of driving organization-wide impact, expert financial modeling skills, and excellent communication and collaboration skills.
Senior Recruiter
Company: NABIS
Location: USA
Posted Dec 07, 2025
Nabis is a leading licensed cannabis wholesale platform with a mission to empower the world to discover cannabis. They are building an innovative technology-first platform to scale the cannabis industry. The company is seeking a Senior Recruiter to own and lead their recruiting function as they continue to grow.