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 ISOโ€ฏ27001 certification efforts and crafting GDPR impact statements.

Salary transparency is crucial because these specialists operate in highโ€‘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.

Partner Manager - Automattic for Agencies

Company: Automattic Careers

Location: Australia

Posted Dec 15, 2025

This job description outlines a Partner Manager role at Automattic, focusing on driving growth through strategic partnerships with digital agencies. The position requires managing relationships, executing sales strategies, and collaborating across teams. It emphasizes skills in sales, analytics, and cross-functional collaboration, with competitive compensation and remote work flexibility.

Package Consultant-Salesforce

Company: IBM

Location: Mysore, IN

Posted Dec 15, 2025

The text describes a career in IBM Consulting, emphasizing collaboration with global clients, innovation in hybrid cloud and AI solutions, and opportunities for professional growth. It highlights roles in Salesforce consulting, strategic leadership, and technical expertise, while outlining educational and skill requirements for the position.

Lead Site Reliability Engineer

Company: Masabi

Location: Canada

Posted Dec 15, 2025

Masabi seeks a Lead Site Reliability Engineer to drive global infrastructure scalability, using AWS and cloud-native tools. The role emphasizes automation, reliability, and collaboration, with competitive benefits and a mission to simplify public transport.

Senior Backend Engineer - Intents API

Company: LI.FI

Location: EMEA

Posted Dec 15, 2025

LIFI is simplifying multichain DeFi for traditional institutions with a unified API for cross-chain liquidity. They seek a Senior Backend Engineer to build secure, high-throughput systems for their offchain coordination service, emphasizing security, performance, and trustless crosschain experiences. The company promotes a collaborative culture with benefits like remote work, equity, and global team offsites.

Talent Acquisition Coordinator

Company: IBM

Location: BANGALORE, IN

Posted Dec 15, 2025

The text describes an HR Services Administrator role at IBM, focusing on recruiting, staffing, talent processes, and compliance. It outlines responsibilities such as attracting talent, partnering with managers, ensuring business controls, and potential team leadership duties.

Staff Engineer - Site Reliability

Company: Zapier

Location: North America

Posted Dec 15, 2025

Zapier is hiring a Staff Site Reliability Engineer with expertise in observability and AI integration. The role emphasizes defining reliability strategies, mentoring teams, and fostering a culture of engineering excellence. The company promotes diversity, inclusion, and transparency in its hiring process while highlighting its commitment to automation and customer security.

Director of Education (EDU) Sales

Company: Guidebook

Location: USA

Posted Dec 15, 2025

Guidebook is a powerful event management platform used globally to create mobile apps for events, campuses, and training. The company emphasizes connecting people and values balance, togetherness, and fun. They seek a Director of Education Sales to drive revenue growth in higher education, offering competitive compensation, remote work flexibility, and a strong company culture.

Senior Backend Software Engineer

Company: Bud Financial

Location: UK

Posted Dec 15, 2025

Bud's mission is to create compelling financial data products. As a Backend Engineer, you'll work with Go, modern tools, and a collaborative team. Benefits include competitive salaries, learning budgets, and flexible working. The company values diversity and innovation.

Quantum Technical Solutions Account Executive (Lead)

Company: Quantinuum

Location: USA

Posted Dec 15, 2025

Quantinuum seeks a Technical Solutions Account Executive with quantum computing expertise. The role involves leading complex projects and offers competitive compensation, benefits, and a dynamic work environment.

Finance Manager

Company: ReFED

Location: USA

Posted Dec 15, 2025

ReFED is a US-based nonprofit dedicated to reducing food waste through evidence-based solutions and innovative tools. The Finance Manager role involves managing financial processes, grant reporting, and supporting organizational growth. The position emphasizes transparency, inclusivity, and alignment with ReFED's mission to create a sustainable food system. The company offers competitive compensation, professional development opportunities, and a flexible work environment.

Application Developer-Microsoft Dynamics 365 Finance & Operations

Company: IBM

Location: BANGALORE, IN

Posted Dec 15, 2025

This role involves working with global clients to enhance hybrid cloud and AI solutions using IBM's technology. It requires expertise in X++/C, technical design, and integration tools like REST/SOAP.

Recruiter

Company: IBM

Location: Pune, IN

Posted Dec 15, 2025

This job description outlines a recruitment role requiring 24 years of experience in IT hiring, with responsibilities including full-cycle candidate management, collaboration with hiring managers, sourcing through multiple channels, and maintaining recruitment records. It specifies educational requirements, technical skills, and preferred experiences in volume/hiring initiatives.

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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