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 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.
Director of Revenue Operations
Company: PeopleGrove
Location: Remote
Posted Dec 06, 2025
PeopleGrove is seeking a Director of Revenue Operations to lead and optimize their revenue tech stack, including Salesloft, HubSpot, PeopleGrove, ChurnZero, Gong, and other platforms. The role is central to the company's GoToMarket success and involves implementing, maintaining, and continuously improving systems and processes that support Sales, Marketing, and Customer Success teams. The Director will collaborate cross-functionally to enhance operational efficiency, document workflows, and deliver actionable insights for data-driven decision-making.
Staff Product Manager - Trends & Insights
Company: Pinterest
Location: Remote
Posted Dec 06, 2025
This job posting seeks a Staff Product Manager to lead agency product innovation, focusing on AI-driven solutions and cross-functional collaboration. The role requires expertise in data science, trends, and scalable product development, with emphasis on delivering actionable insights for advertisers and partners.
Senior DevOps Engineer
Company: Nuvolar
Location: Spain
Posted Dec 06, 2025
Nuvolar is a global technology consulting company specializing in Salesforce-based solutions, mobile and web application development, and training and support services. They have over 14 years of experience and a multicultural team of more than 100 professionals. Nuvolar delivers projects for complex industries such as aviation, healthcare, consumer goods, and transportation. They value international talent, diversity, flexibility, and a collaborative work environment. The company is looking for a highly skilled Senior DevOps Engineer to join their team and contribute to a pharmaceutical industry project focused on data infrastructure and deployment solutions.
Middle Software Engineer (Java)
Company: Innovecs
Location: Poland
Posted Dec 06, 2025
Innovecs, a globally recognized digital services company, highlights its achievements in industry rankings, employee engagement awards, and comprehensive employee benefits including flexible work arrangements, competitive compensation, and a supportive culture.
Product Marketing Manager
Company: Daxko
Location: Remote
Posted Dec 06, 2025
Daxko is a company that powers wellness to improve lives by providing solutions for health and wellness facilities. They are seeking a Product Marketing Manager to shape their brand presence in the fitness, health, and wellness industry. The role involves market research, strategy development, and collaboration with various teams to drive growth and elevate the company's brand.
Sr. SDET
Company: Pinterest
Location: Remote
Posted Dec 06, 2025
The job posting is for a Senior Software Development Engineer in Test (SDET) to lead quality engineering for a rapidly growing global platform. The role involves architecting and implementing automation frameworks, driving cross-functional quality initiatives, modernizing test platforms, identifying quality gaps, mentoring engineers, and leading test strategy planning. The ideal candidate should have experience in test automation, programming languages, test frameworks, CICD tooling, and leading quality initiatives across an organization.
Senior Data Scientist - Inference, Global Markets
Company: Airbnb
Location: China
Posted Dec 06, 2025
The Global Markets team at Airbnb is focused on evolving guest and host experiences to accelerate international growth. The role involves partnering with cross-functional teams to build and optimize products for diverse markets, conducting research, and developing scalable frameworks. The position requires expertise in causal inference, experimentation, and data analysis.
Sr. Machine Learning Engineer - Computer Vision
Company: Pinterest
Location: Remote
Posted Dec 06, 2025
Pinterest Labs focuses on applied ML research and development, including core computer vision, multimodal representation learning, and generative modeling. The visual modeling team in Labs develops Pinterest Canvas, a foundation text-to-image model for visualization, inpainting, and outpainting products. The role involves prototyping new model architectures, reading research papers, collecting visual training data, publishing work, and mentoring junior researchers.
Director of Data Science - Ads Delivery & Performance
Company: Pinterest
Location: Remote
Posted Dec 06, 2025
Pinterest Ads Delivery & Performance is redefining digital ad delivery by challenging assumptions to protect the Pinner experience and grow durable revenue. The role involves setting strategy, establishing measurement frameworks, and scaling a high-impact data science organization to build next-generation advertising products and systems.
Marketing Lead - Experiences & Services
Company: Airbnb
Location: USA
Posted Dec 06, 2025
The role is for a Marketing Lead at Airbnb who will work with cross-functional teams to develop strategic marketing plans. The ideal candidate has extensive experience in brand strategy, product design, and creative engineering. They will lead the development of integrated marketing plans, creative briefs, and presentations, and partner with various teams to introduce new products to audiences.
Business Development Lead - GenAI Partnerships
Company: Pinterest
Location: Remote
Posted Dec 06, 2025
The Business Development team at Pinterest is responsible for developing partner strategy and managing partnerships critical for growth. The Business Development Lead for Generative AI Partnerships will source, evaluate, and manage partnerships with technology platform companies to drive growth and engagement on Pinterest. The role requires a strategic, analytical, and experienced professional comfortable navigating the evolving technology landscape.
Staff Data Scientist - Curation Ecosystem
Company: Pinterest
Location: Remote
Posted Dec 06, 2025
Pinterest is a leading visual search and discovery platform with over 500 million monthly active users. The company focuses on curation to help users create a life they love by discovering and curating their own taste. The role of a Staff Data Scientist involves developing methods and models to understand why certain content is promoted or not for a Pinner, working on innovative product bets, and collaborating with cross-functional teams to drive product innovation.