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.
Research Scientist - Music
Company: Spotify
Location: Remote
Posted Nov 26, 2025
Spotify is seeking a Research Scientist to join their ArtistFirst AI Music lab, which pioneers generative technologies for music to create breakthrough experiences for fans and artists. The role involves conducting groundbreaking research, running large-scale experiments, creating practical applications, collaborating with cross-functional teams, and engaging with the research community. The ideal candidate should have a PhD in a related field, experience in generative modeling or music information retrieval, strong coding skills, and a passion for building products that add value to millions of people.
Senior Quality Assurance Nurse Manager
Company: Gravie
Location: Remote
Posted Nov 26, 2025
Gravie is a healthcare company focused on improving the way people purchase and access healthcare through innovative consumer-centric health benefit solutions. The Senior Quality Assurance Nurse role is critical in ensuring Gravie's clinical operations are compliant, efficient, and centered on delivering high-quality care to members. Gravie offers a unique benefits package and a mission-driven work environment.
Staff Product Manager - Voice AI
Company: Airbnb
Location: Remote
Posted Nov 26, 2025
Airbnb is seeking a visionary Staff Platform Manager to lead the strategy and evolution of their IVR and Voice support ecosystem using AI. The role involves building a platform that touches the lives of millions of people worldwide, making it seamless and accessible for all Airbnb users in all languages, cultures, and needs. The ideal candidate will have at least 7 years of experience in product management, deep experience in building and scaling voice-based systems and multimodal AI ecosystems, and a proven history of leading cross-functional teams and successfully managing large-scale digital products or platforms.
Senior Insider Threat Investigations
Company: Airbnb
Location: Remote
Posted Nov 26, 2025
Airbnb is a mission-driven company that helps people belong anywhere. The Insider Threat Investigations Manager oversees a global program to investigate insider threats, collaborating with various teams to ensure high-quality investigations and compliance with legal and regulatory requirements.
Senior Research Scientist - Music
Company: Spotify
Location: Remote
Posted Nov 26, 2025
Spotify is seeking a Senior Research Scientist to join their ArtistFirst AI Music lab. The team pioneers state-of-the-art generative technologies for music, creating breakthrough experiences for fans and artists. The role involves conducting groundbreaking research, running large-scale experiments, creating practical applications, collaborating with cross-functional teams, and engaging with the research community.
Technical Lead - Golang
Company: Nearform
Location: Canada
Posted Nov 26, 2025
Nearform is a global team of data, AI, and engineering experts who build intelligent digital solutions for leading enterprises. They offer a remote, full-time opportunity for a Technical Lead based in Canada. The role involves leading development teams, collaborating with clients, and shaping architectural decisions. Nearform provides benefits such as work-life balance, training, and development allowances, and a supportive work environment.
Senior Staff Software Engineer - Marketing Technology
Company: Gusto, Inc.
Location: Canada
Posted Nov 26, 2025
Gusto is a modern online people platform that helps small businesses with payroll, health insurance, 401k, HR, and team management tools. They are transitioning to an AI-native company and seeking a Senior Staff Software Engineer to lead the architectural evolution of their new MarTech stack. The role involves designing and building AI-driven personalization engines, integrating with marketing systems, and partnering cross-functionally.
Director - Claims Operations Optimization
Company: Gravie
Location: Remote
Posted Nov 26, 2025
Gravie is a company that aims to improve healthcare purchasing and access through innovative consumer-centric health benefit solutions. They offer a diverse and inclusive work environment, and are seeking a Director of Claims Operations Optimization to lead efforts in improving and scaling their claims operations. The role involves partnering with senior leadership, developing a roadmap for operational improvements, building a high-performing team, and driving data-driven initiatives to enhance efficiency, timeliness, and quality of claims processing.
GTM Enablement Manager - Onboarding & Success
Company: SQUIRE
Location: Remote
Posted Nov 26, 2025
SQUIRE is a leading business management system for barbershop owners, providing tools, resources, and guidance to help them attract customers, manage operations, and increase revenue. The company offers onboarding and training programs for its teams across the US, Canada, and the UK, with a focus on enabling postsales teams to perform at their best potential.
Senior DevOPS Engineer
Company: SoundStack
Location: Remote
Posted Nov 26, 2025
The job posting is seeking a highly efficient SREDevOps Engineer to join the team and play a pivotal role in driving the stability, scalability, and performance of the platform. The role involves both proactively evolving infrastructure and services and reacting to critical incidents to maintain optimal user experience. The ideal candidate should have experience with infrastructure and configuration management, container orchestration, messaging and stream processing, continuous integration and delivery, monitoring and observability, and cloud technologies.
Senior Golang Software Engineer
Company: Nearform
Location: Italy
Posted Nov 26, 2025
Nearform is a global team of data, AI, and engineering experts who build intelligent digital solutions for leading enterprises. They offer a remote, full-time position for a Senior Python Software Engineer based in Italy. The role involves designing and building applications using Golang, collaborating with clients, and working with distributed teams. Nearform provides competitive benefits, including remote work flexibility, annual bonuses, training allowances, and healthcare.
Real Estate Closing Manager
Company: Truehold
Location: USA
Posted Nov 26, 2025
The Closing Manager role is responsible for leading and executing all closing activities for real estate transactions across a portfolio. The role ensures accuracy, compliance, and operational excellence in the closing process. Key responsibilities include owning the end-to-end closing process, coordinating with internal and external teams, reviewing and validating closing documents, maintaining closing files, identifying and mitigating risks, leading final diligence checks, troubleshooting issues, and continuously improving closing procedures.