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.

SAP Tax & Revenue Management Lead

Company: IBM

Location: Doha, QA

Posted Dec 04, 2025

The SAP Tax & Revenue Management (TRM) Lead role is critical for designing, implementing, and optimizing core tax administration processes within the SAP landscape. The position focuses on key functional areas such as registration/deregistration, returns processing, payments, and refunds. The ideal candidate possesses deep expertise in SAP TRM and FICA, experience in public-sector revenue programs, and the ability to translate legislative and operational needs into effective system solutions. The role involves collaborating with various stakeholders to deliver a modern, efficient, and compliant tax administration system.

AI Specialist Intern – Entry Level Sales Program 2026

Company: IBM

Location: Multiple Cities

Posted Dec 04, 2025

IBM's Technology Sales Internship Program is seeking undergraduate and graduate students to join their Client Engineering team as AI Specialists. The program focuses on developing and deploying AI systems using the watsonx platform, with a collaborative and experiential sales environment. Interns will work on pre and post-sales pilots, solution optimization, collaboration, and staying up-to-date with industry trends.

Package Consultant-SAP FIN FI

Company: IBM

Location: Hyderabad, IN

Posted Dec 04, 2025

The text describes a career opportunity at IBM Consulting, focusing on assisting clients with SAP FI module implementation, testing, and support. It requires 12 years of SAP functional experience and knowledge in design, configuration, and testing.

Application Developer-EAI

Company: IBM

Location: Hyderabad, IN

Posted Dec 04, 2025

The text describes a career opportunity at IBM Consulting, focusing on hybrid cloud and AI solutions. The role involves software development, collaboration with stakeholders, and continuous learning. Required skills include experience with B2Bi Sterling Integrator, Sterling File Gateway, and Sterling Secure Proxy.

Stagiaire Consultant(e) Process Finance et Supply Chain - IBM France - H/F

Company: IBM

Location: Bois Colombes Cedex, FR

Posted Dec 04, 2025

The text is a job posting for a consulting internship at IBM Consulting, a global leader in digital transformation. The role involves working on international projects with major clients, modernizing processes, and leveraging technologies like AI, data, and automation. The internship offers training, career opportunities, and a stimulating work environment.

Salesforce Consultant

Company: IBM

Location: Multiple Cities

Posted Dec 04, 2025

The text describes a career opportunity at IBM Consulting, focusing on a role as a Salesforce Consultant. The position involves working with clients globally, providing innovative solutions using Salesforce CRM, and collaborating with development teams. The role requires strong communication, analytical, and problem-solving skills, along with Salesforce expertise and the ability to work independently or as part of a team.

Federal Associate Consultant

Company: IBM

Location: WASHINGTON, US

Posted Dec 04, 2025

The text describes the Associate Consultant role at IBM Consulting Federal, highlighting the opportunity to work with diverse clients, focus on professional development, and solve challenging business problems using hybrid cloud and AI technologies. The role requires onsite work in Washington DC and the ability to obtain a federal security clearance.

Implementation Services Engineer

Company: IBM

Location: MADRID, ES

Posted Dec 04, 2025

This text describes a career opportunity at IBM Software, emphasizing collaboration on innovative cloud-native solutions and contributing to HashiCorp offerings. The role involves managing implementation projects, providing technical expertise, and ensuring customer success through infrastructure and security enhancements. Requirements include a bachelor's degree, technical skills in cloud and DevOps, and bilingual proficiency.

Group Manager- Transition

Company: IBM

Location: BANGALORE, IN

Posted Dec 04, 2025

The text describes a career opportunity at IBM Consulting, focusing on a role as a Transitions and Transformations Lead. The position involves working with clients globally, driving digital transformation using agile methodologies, process mining, and AI-powered workflows. The role requires strong leadership, change management skills, and expertise in finance and accounting transitions.

RECRUITING SERVICES PROFESSIONAL-TALENT ACQUISITION OPTIMIZATION

Company: IBM

Location: BANGALORE, IN

Posted Dec 04, 2025

The text describes a career opportunity at IBM Consulting, focusing on a role as a Senior Process Analyst in Recruitment. The position involves end-to-end recruitment support, working with partners and clients globally. It emphasizes the importance of curiosity, continuous learning, and collaboration in a supportive environment with mentors and coaches.

Application Developer-MuleSoft

Company: IBM

Location: BANGALORE, IN

Posted Dec 04, 2025

IBM Consulting offers a career rooted in long-term relationships and collaboration with global clients. The role involves working on hybrid cloud and AI projects, with opportunities for continuous learning and technology integration. The company values curiosity, empathy, and a quest for knowledge.

BPOプロジェクトチームリーダー

Company: IBM

Location: Kitakyushu, JP

Posted Dec 04, 2025

IBM Consulting offers long-term relationships and collaboration with global clients. The role involves working with visionaries across industries to improve hybrid cloud and AI solutions. The position is for a BPO project team leader at IBM Japan Staff Operations Co Ltd, requiring business-level Japanese language skills and relevant experience.

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