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.
Fullstack Engineer (TypeScript), AI Engineering: Editor Extensions – Multi-Platform
Company: GitLab
Location: Canada,Netherlands,UK
Posted Dec 03, 2025
The role is for a Fullstack Engineer on the AI Engineering Editor Extensions MultiPlatform team at GitLab. The engineer will build tools that bring GitLab Duo directly into developers' daily workflows, working primarily with TypeScript across frontend and backend. They will collaborate closely with other engineers to design, implement, and evolve features that make GitLab Duo feel fast, intuitive, and deeply integrated.
Senior Backend Software Developer
Company: Varicent
Location: Mexico
Posted Dec 03, 2025
Varicent is seeking a Senior Backend Developer to build and scale a modern C backend for a ReactRedux web app used by global enterprise clients. The role involves designing and building robust REST APIs, working with AWS services, improving performance and reliability, and collaborating with a top-tier team. The company offers a market-leading compensation package, wellness programs, remote work flexibility, and continuous development opportunities.
DTC Ecom Direct Response Video Editor - High-growth DTC brand
Company: MNY Ventures
Location: Anywhere
Posted Dec 03, 2025
MNY Ventures seeks a skilled direct response video editor to scale their successful DTC campaigns. The role offers high autonomy, performance-based rewards, and opportunities to lead, with a focus on creating high-converting videos for a fast-growing supplement brand.
Full Stack Product Engineer
Company: Hightouch
Location: North America
Posted Dec 03, 2025
Hightouch is seeking a frontend-focused full stack engineer to join their fast-growing engineering team. The role involves building delightful and intuitive interfaces for marketing and growth products, collaborating with customers and cross-functional partners, and working alongside ML engineers. The ideal candidate should have experience building user interfaces from zero to one, be proficient in React and Typescript, and have a solid understanding of backend API design and data models.
Senior Brand Manager
Company: Neowiz
Location: Brazil
Posted Dec 03, 2025
NEOWIZ is seeking a Senior Brand Manager for LATAM/Brazil with expertise in regional gaming markets. The role involves shaping brand strategy, executing localized campaigns, and collaborating with global teams. The company offers remote work, competitive benefits, and opportunities to contribute to award-winning game portfolios.
Machine Learning Engineer - AI Decisioning
Company: Hightouch
Location: North America
Posted Dec 03, 2025
Hightouch is looking to hire a machine learning engineer to expand their data activation products with an intelligence layer. The role involves working on various problems such as personalization, automated experimentation, predictive audiences, content generation, and budget optimization. The company values impact and potential for growth over years of experience.
Medical Information Specialist - (French & English Speaking)
Company: EVERSANA
Location: UK
Posted Dec 03, 2025
EVERSANA is a global company with over 7000 employees committed to creating and delivering next-generation commercialization services to the life sciences industry. They prioritize improving patient lives, embrace diversity, and have a strong focus on customer service and innovation. The company offers a medical communications position that involves translating documents, responding to drug information inquiries, identifying adverse events, and medical writing.
Engineering Manager (iOS/android/frontend) - Cross Platform
Company: Canva
Location: New Zealand
Posted Dec 03, 2025
Canva seeks a leader to scale their cross-platform team, offering equity, flexible leave, and a focus on innovation and inclusivity. The role emphasizes technical leadership, team growth, and impactful engineering decisions while fostering a supportive work culture.
Director Demand Generation
Company: Fortive
Location: UK,Sweden,Netherlands,Spain
Posted Dec 03, 2025
The text outlines a comprehensive job description for a strategic marketing role involving demand generation, campaign management, ABM strategies, cross-functional collaboration, and performance tracking. It emphasizes technical expertise, language skills, and data-driven approaches across B2B SaaS and high-tech industries in the EMEA region.
Community Experiences Manager
Company: Figma
Location: USA
Posted Dec 03, 2025
Figma is seeking a community builder and connector to create programs that inspire engagement, foster advocacy, and influence adoption. The role involves designing hackathons, scaling advocacy programs, developing recognition and awards, and partnering cross-functionally. The ideal candidate has 5+ years of experience in community engagement, proven experience running community programs at scale, strong operations and program management background, excellent cross-functional collaboration skills, and a passion for community building.
Service Delivery
Company: Blackbaud
Location: India
Posted Dec 03, 2025
The job requisition is for a Service Delivery Staff position at Blackbaud. The role involves delivering services to customers, managing processes, building customer relationships, and troubleshooting issues. The position requires strong organizational skills, attention to detail, and the ability to work in a fast-paced team environment. Blackbaud is a digital-first company with a flexible remote or hybrid work culture.
Partner Marketing Manager
Company: Canonical
Location: North America,Latin America
Posted Dec 03, 2025
Canonical is a leading provider of open source software and operating systems, with a widely used platform called Ubuntu. The company partners with top technology companies and is looking for a Partner Marketing Manager to develop strategic relationships with global partners. The role involves building joint go-to-market plans, creating integrated campaigns, and growing Canonical's partner ecosystem.