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.

Account Manager

Company: HitPay

Location: Remote

Posted Nov 23, 2025

This job posting highlights a role as an Account Manager at HitPay, focusing on merchant growth and retention through product upsells, data analysis, and collaboration with teams. It emphasizes competitive compensation, innovation in payment solutions, and opportunities to shape merchant growth within a dynamic environment.

Social Content Producer

Company: Storm Ideas

Location: Peru

Posted Nov 22, 2025

This job posting highlights a remote creative role with AI tools, fast-paced environment, and collaboration opportunities. It emphasizes skills in social-first content creation, adaptability, and AI integration. The application process includes a creative task and interviews with leadership.

Product Success Associate

Company: Jigsaw

Location: Remote

Posted Nov 23, 2025

Jigsaw is a company that helps professional services and financial institutions transform the way they work by organizing, visualizing, and using their data. They have a mission to simplify complex systems and streamline processes for their clients, who include top consultancies, financial institutions, and law firms. Jigsaw is on a growth trajectory and is looking for talented people to help them achieve their ambitious goals.

Backend Engineer (Mid Level)

Company: Cytora

Location: Remote

Posted Nov 23, 2025

Cytora, an Applied Systems company, is transforming the insurance industry with AI-powered solutions. They seek backend engineers to contribute to innovative projects and collaborate on digital transformation. The role offers competitive compensation, flexible work options, and professional development opportunities in a mission-driven culture.

Senior Consultant Data Governance

Company: phData

Location: Remote

Posted Nov 23, 2025

This job description outlines a Senior Consultant role focused on data governance and metadata management, requiring expertise in tools like Collibra and Alation, collaboration with cross-functional teams, and coaching on data stewardship practices. It highlights responsibilities such as facilitating working groups, configuring governance tools, and ensuring compliance with regulations like GDPR. The role also emphasizes remote work flexibility and professional development opportunities.

Senior Backend Data Engineer

Company: H1

Location: Remote

Posted Nov 23, 2025

H1 is a company that believes access to the best healthcare information is a basic human right. They aim to provide a platform that informs every doctor interaction globally, promoting health equity and building trust in healthcare systems. The company uses data and AI technology to unlock medical insights and accelerate an equitable and inclusive drug development lifecycle.

Machine Learning Engineer II - Search Data

Company: Mapbox

Location: Remote

Posted Nov 23, 2025

Mapbox is a leading platform for location-aware businesses, offering tools for navigation and data solutions. They seek a Senior Machine Learning Engineer to enhance their search data teams, emphasizing innovation, diversity, and high-quality data delivery.

Software Engineer, iOS Core Product

Company: Speechify, Inc.

Location: Worldwide

Posted Nov 23, 2025

Speechify is a text-to-speech product that has gained significant traction, with over 50 million users worldwide. The company has recently been recognized as the Chrome Extension of the Year by Google and the App of the Day by Apple. Speechify is a fast-growing startup with a distributed team of nearly 200 people from top tech companies and leading PhD programs. The company is seeking a Senior iOS Engineer to support its growing user base and work on new projects to push the product forward.

Strategic Account Manager - Arabic Speaking

Company: Mapbox

Location: Remote

Posted Nov 23, 2025

Mapbox is highlighted as a leading platform with 4 million developers, offering tools for businesses and customer experiences. The role emphasizes strategic customer relationships, technical solutions, and team collaboration.

Enterprise Data Engagement & Communications Leader

Company: Liberty Mutual Insurance

Location: USA

Posted Nov 22, 2025

The role is for an Engagement and Communications Leader in the Enterprise Data & Data Science department at Liberty Mutual. The position involves leading strategic initiatives, communications, and community engagement to cultivate high-performing data professionals. Success is measured by consistent delivery, high adoption and engagement, clear communication, and the ability to navigate ambiguity.

Reinforcement Learning Research Intern for Game AI

Company: SONY global

Location: Remote

Posted Nov 23, 2025

Sony AI is inviting passionate PhD students to join as Research Scientist Interns specializing in deep reinforcement learning. The internship offers an opportunity to contribute to cutting-edge research in the Game AI field and collaborate with a multidisciplinary team. The position is fully remote or hybrid in the Zurich office, with a flexible duration of 3 to 6 months in 2026.

Staff Software Developer - JaneX

Company: Jane App

Location: Remote

Posted Nov 23, 2025

Jane is a remote-first company that helps healthcare practitioners and patients by providing digital tools for running practices. They are looking for a Staff Developer to lead the design of their AI architecture and drive the development of AI-powered features. The role requires extensive experience in design and architecture, a degree in Computer Science or related field, and a desire to remain actively involved in coding while leading teams.

Frequently Asked Questions

What are the typical salary ranges for Critical For Us To Understand roles by seniority?
<p><strong>Junior:</strong> $70‑$90k</p><p><strong>Mid‑Level:</strong> $90‑$120k</p><p><strong>Senior:</strong> $120‑$160k</p><p><strong>Lead/Director:</strong> $160‑$200k</p>
What skills and certifications are most valuable?
<p><strong>Technical:</strong> Python, R, SQL, Tableau, Power BI, AWS Data Analytics, GCP BigQuery.</p><p><strong>Certifications:</strong> ISO 27001 Lead Implementer, CCA (Certified Compliance & Ethics Professional), GDPR Practitioner, AWS Certified Data Analytics Specialty.</p>
Is remote work common in this category?
<p>Many companies offer full‑remote or hybrid options. Tech firms, FinTechs, and government contractors frequently support remote teams, provided secure data access and compliance controls are in place.</p>
What career progression paths exist?
<p>Start as a <strong>Policy Analyst</strong> or <strong>Data Analyst</strong>, advance to <strong>Senior Analyst</strong>, then to <strong>Lead Analyst</strong> or <strong>Manager of Data Governance</strong>, and finally to <strong>Director of Compliance & Data Strategy</strong> or <strong>Chief Data Officer</strong>.</p>
What industry trends are shaping Critical For Us To Understand roles?
<p>RegTech adoption, AI ethics frameworks, real‑time data compliance, and the rise of causal inference models for policy impact analysis are driving demand. Companies increasingly invest in automated policy monitoring tools and cross‑functional data‑policy teams.</p>

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