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 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.

Package Consultant-SAP HANA Sales

Company: IBM

Location: Pune, IN

Posted Dec 04, 2025

This text describes a senior SAP Consultant role at IBM Consulting, highlighting opportunities for career growth, collaboration with clients, and impactful work on hybrid cloud and AI projects. It emphasizes skill development, strategic solutions, and contributions to client success through technology and expertise.

Package Consultant-SAP FIN FI

Company: IBM

Location: BANGALORE, IN

Posted Dec 04, 2025

This role involves collaborating with clients on SAP FI implementation, leading projects, and requiring a bachelor's degree with SAP experience. The position emphasizes technical expertise, innovation, and working with global clients through IBM's delivery centers.

Sr. Data Analytics Engineer - HashiCorp

Company: IBM

Location: Multiple Cities

Posted Dec 04, 2025

The text describes a career opportunity at IBM Software, focusing on a role as a Sr Data Analytics Engineer. The role involves developing data models, reports, and dashboards to enable data-driven decision making for business stakeholders. Success is measured by reduced time for self-service insights, high adoption of data products, and reliable data solutions.

Application Developer-SAP ABAP

Company: IBM

Location: QUEZON CITY, PH

Posted Dec 04, 2025

IBM Consulting offers a career rooted in long-term relationships and collaboration with global clients. The role involves working with visionaries across industries to improve hybrid cloud and AI journeys. IBM provides a culture of evolution, empathy, and continuous learning, with opportunities for career growth and development.

Software Development Engineer - HashiCorp Nomad

Company: IBM

Location: BANGALORE, IN

Posted Dec 04, 2025

The text describes a career opportunity at IBM Software, focusing on contributing to HashiCorp's offerings now part of IBM. The role involves building and maintaining Nomad, a distributed cluster orchestrator, and working on next-generation distributed systems for orchestration. The position requires expertise in software development, cluster orchestrators, and container technologies.

SAP Solution Architect (Data)

Company: IBM

Location: AMSTERDAM, NL

Posted Dec 04, 2025

The text is a job description for an SAP Data Expert role at IBM Consulting. The role involves managing data migration activities, implementing master data governance solutions, and utilizing batch data communication techniques. The ideal candidate should have a strong background in SAP technologies, data management, and problem-solving skills.

Back-end Developer

Company: IBM

Location: GUADALAJARA, MX

Posted Dec 04, 2025

This job description outlines the role of a BackEnd Developer focusing on designing, developing, and maintaining software systems for storage hardware. It details responsibilities like API development, hardware integration, and collaboration with cross-functional teams, along with required skills in Python, version control, and storage protocols.

M&A Tax Counsel

Company: IBM

Location: Armonk, US

Posted Dec 04, 2025

IBM is seeking an experienced Mergers & Acquisition Tax Specialist to join their corporate tax department. The role involves advising on acquisitions, dispositions, and joint venture opportunities throughout the deal lifecycle. The ideal candidate should have strong tax technical skills and 5-10 years of experience in relevant areas.

Network Engineer

Company: IBM

Location: Sofia, BG

Posted Dec 04, 2025

The text describes a Network Engineer role at IBM's Client Innovation Center in Sofia, Bulgaria. The role involves addressing customer network issues, diagnosing problems, and ensuring customer satisfaction. IBM offers training, certifications, a state-of-the-art lab, collaboration with top specialists, competitive salary and benefits, career growth opportunities, flexible hybrid work model, recognition programs, and additional health coverage.

IBM Financing Pricing (Japanese Speaking)

Company: IBM

Location: PETALING JAYA, MY

Posted Dec 04, 2025

The IBM Financing Pricing Team develops and manages pricing strategies for IBM's financing solutions. The role involves collaborating with sales and finance functions to structure competitive, profitable deals while ensuring compliance and supporting FiTTER's mission to protect, manage, and grow IBM's Free Cash Flow. The position requires strong financial and analytical capabilities, Japanese language proficiency, and excellent communication and problem-solving skills.

Security Consultant - FIM

Company: IBM

Location: Mumbai, IN

Posted Dec 04, 2025

The text describes a career in IBM Consulting emphasizing collaboration with global clients, innovation in hybrid cloud and AI, and opportunities for career growth. It outlines technical responsibilities in security monitoring and required expertise in File Integrity Monitoring tools, while highlighting a culture of evolution and empathy.

Senior MERN Cloud Full Stack Developer

Company: IBM

Location: Cairo, EG

Posted Dec 04, 2025

The job description for an Application Developer at IBM highlights the role's responsibilities in full-stack development, cloud integration, API integration, code quality, testing, collaboration, and continuous improvement. The position requires a bachelor's degree and 2-3 years of experience with cloud platforms and frameworks like Node.js and React.

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