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.
Senior Software Engineer
Company: Podium
Location: Remote
Posted Nov 29, 2025
Podium is seeking a FullStack Software Engineer in Brazil to develop scalable AI-driven systems that modernize dealership communication and transactions. The role involves collaborating across teams, continuously improving the platform, and contributing to a culture of learning and innovation. The company offers a remote-first work environment, generous benefits, and an equal opportunity employer policy.
Project Supervisor - Integrated Marketing
Company: Finn Partners
Location: USA
Posted Nov 29, 2025
FINN Partners seeks a Project Supervisor for a remote/hybrid role with competitive salary, career growth, and a collaborative culture. Apply with resume and cover letter.
Sales Development Representative - Twilio.org
Company: Twilio
Location: Remote
Posted Nov 29, 2025
Twilio is seeking a Sales Development Representative to join their team and play a key role in growing their social impact. The role involves lead qualification, net new customer acquisition, and solution selling within nonprofit SMB accounts. The ideal candidate should have experience in selling and closing in the cloud communications platform market, and a deep personal interest in the social impact market.
Senior Machine Learning Engineer
Company: Trafilea
Location: Remote
Posted Nov 29, 2025
Trafilea is a consumer tech platform that uses AI to help brands grow. They have over $1B in revenue, 12M customers, and operate in 19 countries. The company builds and scales its own DTC brands while helping talented individuals grow. They offer remote work, competitive salaries, and a dynamic team environment.
IT Project Manager
Company: Trafilea
Location: Remote
Posted Nov 29, 2025
Trafilea is a consumer tech platform focused on transformative brand growth through AI-driven solutions. With over $1B+ in revenue and 12M+ customers, they offer opportunities to work on innovative projects with global teams. The IT PM role involves managing large-scale eCommerce projects, collaborating with cross-functional teams, and aligning with strategic objectives in a remote, competitive environment.
Applied AI Engineer
Company: Warp
Location: Remote
Posted Nov 29, 2025
Warp is seeking an Applied AI Engineer to accelerate the transformation of how developers interact with technology. The role involves developing innovative predictive AI features, leveraging user-generated content and team data, and collaborating with product and engineering teams to ship iterative improvements. The company offers competitive salary, equity, comprehensive benefits, and a flexible remote-first culture.
Machine Learning Scientist (L5) - Content & Conversation Modeling
Company: Netflix
Location: Remote
Posted Nov 29, 2025
Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The Content & Conversation Modeling team develops ML solutions to drive content strategy, acquisition, scheduling, and advertising decisions. They seek a senior machine learning scientist to innovate predictive models, partner with content strategy teams, and own the end-to-end ML model development lifecycle.
Senior Data Architect
Company: Fortive
Location: Remote
Posted Nov 29, 2025
The text describes a senior enterprise architecture role focused on defining and maintaining an enterprise architecture strategy aligned with business objectives. The role involves leading and mentoring a team of architects, establishing governance and standards, driving cross-functional alignment, evaluating emerging technologies, and building relationships with partners. The ideal candidate should have extensive experience in data architecture, leadership, data modeling, data engineering, and cloud platforms like Azure and AWS.
Security Compliance Associate Analyst
Company: Twilio
Location: Remote
Posted Nov 29, 2025
The job posting is for a Security Compliance Associate Analyst role at Twilio. The position involves working closely with product teams to ensure compliance with security regulations and industry best practices. The role requires experience in compliance assurance, risk management, and technical security implementation. The position is remote and based in Ireland.
Specialist - Community Support
Company: Kickstarter PBC
Location: Remote
Posted Nov 29, 2025
The text describes the role of a Community Support Specialist at Kickstarter, including responsibilities such as answering support tickets, maintaining quality standards, and collaborating with internal stakeholders. The ideal candidate should be based in Singapore, fluent in English and Mandarin, have customer service experience, and possess a positive, solutions-oriented attitude.
User Centred Design Practitioners
Company: NECSWS
Location: UK
Posted Nov 29, 2025
NEC Digital Studio is a people-first digital studio that focuses on designing and developing evidence-led solutions to transform services used by everyone every day. They specialize in working with seldom heard voices and diverse user groups, practicing participatory co-design and ethical research. The company offers a range of UCD support roles for experienced practitioners at mid, senior, and lead levels, including user research, service design, content design, and interaction design. They value accessibility, inclusive design, agile multidisciplinary teams, and strong stakeholder engagement.
Global Senior Leave of Absence Program Manager
Company: Reddit
Location: Remote
Posted Nov 29, 2025
The job posting is for a Global Sr LOA Program Manager to lead and scale leave of absence, workplace accommodation, wellness, and workers compensation programs. The role involves designing, managing, and optimizing leave and accommodation strategies, ensuring compliance with global regulations, and delivering a best-in-class employee experience. The position requires 8-10+ years of experience, strong knowledge of global leave laws, and proven program management skills.