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.

Promontory Associate Risk Regulatory and Compliance

Company: IBM

Location: SYDNEY, AU

Posted Dec 15, 2025

This job description outlines a role as an Associate Consultant at IBM Promontory Australia, focusing on risk management, regulatory compliance, and client engagement. The position requires expertise in financial services, data analytics, and regulatory frameworks, with responsibilities including project management, client interaction, and delivering analytical insights.

Senior Consultant SAP RTR Fixed Assets

Company: IBM

Location: No City, US

Posted Dec 15, 2025

This job description highlights a career in IBM Consulting focused on SAP RTR GL Analyst roles, emphasizing collaboration with clients, hybrid cloud/AI innovation, and financial reporting expertise. Responsibilities include configuring SAP systems, ensuring data accuracy, and working with cross-functional teams. The role offers global opportunities and strategic technology platform integration.

Package Consultant-Oracle Finance Cloud

Company: IBM

Location: BANGALORE, IN

Posted Dec 15, 2025

This text describes a career opportunity at IBM Consulting emphasizing long-term client relationships, collaboration, and innovation in hybrid cloud and AI solutions. It outlines role responsibilities, required technical expertise in Oracle applications, and career development focus.

Package Specialist-SAP SCM MM

Company: IBM

Location: Hyderabad, IN

Posted Dec 15, 2025

The text describes a career in IBM Consulting focused on collaborative client work, innovation in hybrid cloud and AI, and professional growth opportunities. It highlights technical expertise in SAP implementations, project leadership, and a supportive culture emphasizing skill development and long-term career advancement.

EWM Consultant

Company: IBM

Location: Buffalo, US

Posted Dec 15, 2025

This job description highlights a career in IBM Consulting focused on delivering high-quality SAP solutions, leading teams, and leveraging advanced technologies like AI and cloud platforms. It emphasizes collaboration, growth opportunities, and strategic leadership in a global environment.

Application Developer-Microsoft Cloud

Company: IBM

Location: Gurgaon, IN

Posted Dec 15, 2025

This role involves collaborating with clients on hybrid cloud and AI projects using Microsoft technologies, requiring expertise in software development and agile practices. The position emphasizes innovation, technical collaboration, and career growth opportunities within IBM's global ecosystem.

AP Service Desk Analyst

Company: IBM

Location: GUADALAJARA, MX

Posted Dec 15, 2025

IBM Consulting offers a role focused on digital transformation and client collaboration, with responsibilities in accounts payable support and a culture emphasizing innovation and professional growth.

IBM Client Financing Business Support Operations Professional - France

Company: IBM

Location: BUDAPEST, HU

Posted Dec 15, 2025

This job description outlines the role of an End-to-End Lease Specialist, emphasizing responsibilities such as managing lease lifecycle processes, ensuring customer satisfaction, maintaining compliance, and fostering team collaboration. It also lists required qualifications and skills for the position.

Software Developer - Dev / QA

Company: IBM

Location: Pune, IN

Posted Dec 15, 2025

This text describes a software engineer role focusing on API development, microservices architecture, testing automation, and cloud-native solutions. It outlines technical requirements, preferred qualifications, and collaboration expectations in an Agile environment.

Application Developer-Cloud FullStack

Company: IBM

Location: Pune, IN

Posted Dec 15, 2025

This role involves collaborating with clients on hybrid cloud and AI projects, working in innovation centers, and developing features with stakeholders. Required skills include Java, Springboot, and Angular.

Tester (HS)

Company: IBM

Location: Multiple Cities

Posted Dec 15, 2025

IBM CIC offers extensive career growth opportunities, training programs, and a supportive work environment, emphasizing innovation and professional development through diverse projects and global client engagement.

IBM Power Security Product Manager

Company: IBM

Location: BANGALORE, IN

Posted Dec 15, 2025

IBM promotes itself as a global tech leader offering innovative opportunities. The Product Manager role focuses on cybersecurity strategy, requiring expertise in security offerings and client collaboration.

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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