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.
Senior Consultant
Company: Insight
Location: Remote
Posted Dec 07, 2025
Insight seeks a Bilingual Senior Consultant to join their team, offering remote work, global opportunities, and a focus on innovation and employee growth. The role involves technical leadership in cloud solutions, collaboration with cross-functional teams, and career development. The company emphasizes its values of Hunger, Heart, and Harmony while highlighting benefits like flexible work arrangements and community engagement.
Revenue Performance Management (RPM) Solutions Delivery
Company: Anaplan
Location: USA
Posted Dec 07, 2025
This job description outlines a role focused on ensuring RPM applications align with Anaplan standards through collaboration, implementation guidance, and ecosystem enablement. Key responsibilities include partnering with teams, developing training programs, and supporting partners to drive successful implementation and customer satisfaction.
Senior Software Engineer - Backend Focused (Viator)
Company: Tripadvisor
Location: Poland
Posted Dec 07, 2025
Viator, a Tripadvisor company, is a leading marketplace for travel experiences with 300,000+ options. They offer flexibility, last-minute availability, and a fun work environment. The company is looking for a Senior Software Engineer to join their distributed team in Kraków, Poland. The role involves working on the backend with some frontend projects, using technologies like Java, React, TypeScript, GraphQL, Kubernetes, SQL, NoSQL databases, and AWS.
IoT Data Engineer
Company: Canonical
Location: Remote
Posted Dec 07, 2025
Canonical promotes itself as a leading open-source provider with a strong presence in enterprise markets. The job posting highlights opportunities for software engineers to work on innovative IoT solutions, collaborate globally, and contribute to a growing pre-IPO company with competitive benefits and a distributed work environment.
Staff Data Scientist - Engagement Ecosystem
Company: Pinterest
Location: USA
Posted Dec 07, 2025
Pinterest is seeking a Staff Data Scientist to shape the future of their engagement ecosystem. The role involves developing a deep understanding of the platform, leading projects on tradeoffs between organic engagement and advertising, and designing robust ML frameworks. The ideal candidate will have 10+ years of experience in data environments, expertise in machine learning and causal inference, and strong communication skills.
Machine Learning Engineer - Core Engineering
Company: Pinterest
Location: USA
Posted Dec 07, 2025
This text describes a job opportunity at Pinterest for Machine Learning engineers focusing on building personalized experiences, collaborating across teams, and working with large-scale data systems. It highlights the impact of the role and the required expertise in ML technologies.
Sales Trainer II
Company: Tekion
Location: USA
Posted Dec 07, 2025
The job posting is for a Sales Trainer II position at a SaaS company. The role involves designing and delivering advanced sales training programs, conducting training sessions, providing coaching, creating training materials, assessing effectiveness, collaborating with teams, and reporting on outcomes. The company offers competitive compensation, great benefits, and opportunities for growth in a dynamic work environment.
Channel Marketing Intern
Company: Fortive
Location: Remote
Posted Dec 07, 2025
The text describes a marketing internship role supporting the Channel team for Grainger. Responsibilities include campaign coordination, content updates, product launches, business reviews, coop funding management, operational tasks, site updates, visual merchandising, event coordination, and reporting. The ideal candidate is pursuing a marketing-related degree, has strong communication and project management skills, and is interested in emerging technologies like AI.
Commercial Account Executive - Mid Market
Company: GitLab
Location: UK
Posted Dec 07, 2025
This job description outlines the role of a Midmarket Account Executive at GitLab, focusing on managing sales cycles, collaborating with cross-functional teams, and contributing to sales processes. It highlights responsibilities such as guiding customers through adoption of DevSecOps platforms, analyzing sales performance, and improving internal documentation. The role requires experience in software sales, strong communication skills, and alignment with GitLab's values.
Senior Product Designer
Company: EDB
Location: USA
Posted Dec 07, 2025
The job posting is for a Senior Product Designer position that is 100% remote for US-based candidates. The role requires a growth mindset, customer focus, and collaboration in an inclusive environment. The impact includes strategic design, visual excellence, design systems, research, and leadership. The ideal candidate should have 5+ years of experience, expertise in Figma, experience with AI tools, and a history of fostering inclusive team environments.
Staff, Product Manager - AI/ML PLatform - Enterprise AI
Company: Twilio
Location: USA
Posted Dec 07, 2025
Twilio is seeking a Staff Product Manager for their Enterprise AI team to lead the development of AI platform capabilities. The role involves defining the product roadmap, building AI reasoning engines, and creating no-code experiences for internal and external teams. The ideal candidate has 7+ years of product management experience, deep knowledge of NLP and LLMs, and experience with enterprise AI platforms.
Senior Product Manager - Benefits & PEO (Multiple Roles)
Company: Gusto, Inc.
Location: Canada
Posted Dec 07, 2025
Gusto is a fast-growing software company with 2700+ employees across the US, Canada, Mexico, and Turkey. They aim to provide the best software for small businesses and have a strong mission-driven culture. The company is hiring for several product management roles focused on building AI-enabled experiences and expanding their PEO offering.