Critical For Us To Understand Jobs

1,890,901 open positions · Updated daily

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.

Regional HR Manager

Company: Canonical

Location: Remote

Posted Dec 02, 2025

Canonical is a leading provider of open source software and operating systems. They are hiring a Regional HR Manager for APAC to join their People team. The role involves leading and scaling the regional HR team, delivering precise and compliant HR operations, and partnering with senior leadership. Canonical offers a distributed work environment, personal learning and development budget, and various benefits.

Senior Web Engineer

Company: Canonical

Location: Remote

Posted Dec 02, 2025

Canonical is a leading provider of open-source software and operating systems, with a focus on enterprise and technology markets. The company values transparency, intellectual honesty, and teamwork, and is hiring a Senior Software Engineer to drive best practices and lead technical conversations.

Engineering Manager - Web

Company: Canonical

Location: Remote

Posted Dec 02, 2025

Canonical is a leading provider of open-source software and operating systems, with a focus on enterprise and technology markets. The company is founder-led, profitable, and growing, with a globally distributed team. They are hiring a Web Engineering Manager to work collaboratively across the organization to deliver reliable, scalable, and delightful user experiences for Canonical products.

Embedded Linux Consultant

Company: Canonical

Location: Remote

Posted Dec 02, 2025

Canonical is hiring an Embedded Linux Field Engineer for Devices/IoT, emphasizing Linux expertise, remote work in Japan, and a competitive compensation package with global opportunities. The role involves customer engagement, solution development, and collaboration with industry leaders in innovative technologies.

Technical Author (multiple roles and seniority levels)

Company: Canonical

Location: Remote

Posted Dec 02, 2025

Canonical seeks Technical Authors to enhance documentation practices across products and teams. Roles offer growth, collaboration, and global impact with competitive benefits.

Software Engineer - Industrial IoT

Company: Canonical

Location: Remote

Posted Dec 02, 2025

This job posting is for a software engineer position at Canonical, a growing international software company. The role involves working on open source IoT application packages, debugging issues, reviewing code, and collaborating with a distributed team. The ideal candidate should have at least 3 years of professional software development experience using Go or C++, and experience with Linux distributions, containers, and IoT frameworks.

Telugu Video Localization Expert (Maths)

Company: Khan Academy

Location: Remote

Posted Dec 02, 2025

Khan Academy is a nonprofit organization providing free world-class education to millions of students worldwide. They aim to empower learners through a library of instructional resources, with a focus on reaching underserved students in India by localizing content in regional languages. The India Content Team creates and localizes videos, articles, and practice questions aligned with the Indian curriculum.

Telugu Text Localization Expert

Company: Khan Academy

Location: Remote

Posted Dec 02, 2025

Khan Academy is a nonprofit organization providing free world-class education to millions of students worldwide. They offer instructional resources in various subjects and are expanding their reach in India by localizing content in multiple languages, including Telugu. The organization is looking for a Telugu-speaking content creator to localize and create educational content aligned with the Indian curriculum.

Marketing Manager

Company: PROCEPT BioRobotics

Location: Japan

Posted Dec 02, 2025

PROCEPT BioRobotics is a company focused on revolutionizing treatment for benign prostatic hyperplasia through surgical robotics innovation. They prioritize patient care, provide effective treatment options for surgeons, and uphold shareholder trust. The company offers career growth opportunities and a supportive work environment. The Marketing Manager APAC role involves designing and executing marketing strategies across the APAC region, with a focus on product management, utilization, disposables, education, and customer engagement events.

Ubuntu Linux Kernel Engineer - BIOS/Firmware

Company: Canonical

Location: Remote

Posted Dec 02, 2025

Canonical, the company behind Ubuntu Linux, is expanding its investment into PC platform stability, reliability, and performance. They are looking for an individual to take ownership of aspects pertaining to the boot process, including BIOS, UEFI, ACPI, and other platform firmware components. The role involves collaborating with a globally distributed team, working closely with PC platform enablement teams and vendors, and becoming a primary contributor and maintainer to the Firmware Test Suite (FWTS).

Client Success Manager

Company: PeopleGrove

Location: Remote

Posted Dec 02, 2025

This job posting highlights a Client Success Manager role with competitive compensation, flexible work options, and comprehensive benefits. The company emphasizes its mission to empower educational institutions through innovative software solutions and meaningful student engagement.

Cloud Support Engineer

Company: Canonical

Location: Remote

Posted Dec 02, 2025

Canonical is a leading provider of open source software and operating systems, with a focus on Ubuntu. They offer a remote Cloud Support Engineer role in Japan, requiring excellent communication skills, technical expertise in Linux systems, and a passion for open source development. The company values diversity, offers a distributed work environment, and provides benefits such as personal learning budgets and annual compensation reviews.

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>

Related Pages