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.

Security Specialist Intern - Infrastructure Security

Company: IBM

Location: Giza, EG

Posted Dec 17, 2025

The text describes a career in IBM Consulting focused on client relationships, hybrid cloud/AI solutions, and security expertise. It highlights opportunities for growth, innovation, and technical skills development in a collaborative environment.

Package Consultant-Oracle Business Analytics

Company: IBM

Location: Kolkata, IN

Posted Dec 17, 2025

The text describes a consulting role at IBM focusing on hybrid cloud and AI solutions, emphasizing collaboration, innovation, and career growth. It outlines responsibilities, required skills in technology integration, and the importance of continuous learning in a supportive work environment.

Quality Engineer-Automation

Company: IBM

Location: BANGALORE, IN

Posted Dec 17, 2025

The role involves working in IBM's delivery centers to deliver technical expertise, requiring teamwork, training skills, and technical testing abilities.

WW Solution Architect – Multiple Focus Areas (see below)

Company: IBM

Location: Krakow, PL

Posted Dec 17, 2025

IBM's job role emphasizes collaboration, innovation, and career growth, offering opportunities to solve complex challenges and drive digital transformation through technology expertise and a supportive culture.

Oracle Cloud Projects & Grants Lead (Public Sector/K12)

Company: IBM

Location: Irvine, US

Posted Dec 17, 2025

This job description outlines a role as an Oracle Cloud PPM Lead, requiring expertise in managing project portfolio modules, client collaboration, and strategic partnerships. Responsibilities include leading project implementations, configuring systems, and ensuring alignment with business processes. The position demands extensive ERP experience, strong communication skills, and the ability to work in a dynamic environment.

Data Scientist-Advanced Analytics - Junior

Company: IBM

Location: NO City, BR

Posted Dec 17, 2025

This job posting describes a role within IBM Consulting's innovation centers, focusing on data visualization tools like PowerBI, Spotfire, and Tableau. The position requires a bachelor's degree and expertise in data visualization technologies, with emphasis on delivering technical solutions to clients worldwide.

Application Developer - RPA

Company: IBM

Location: Multiple Cities

Posted Dec 17, 2025

The text describes an Application Developer role at IBM, highlighting responsibilities like software development, strategic projects, and career growth opportunities. It emphasizes benefits such as learning resources, global impact, and cross-functional collaboration, while mentioning perks like travel and skill development.

SAP PLM Technical Support

Company: IBM

Location: GUADALAJARA, MX

Posted Dec 17, 2025

The text describes a career in IBM Consulting focused on hybrid cloud and AI solutions, emphasizing collaboration with global clients and technical expertise in SAP systems. It outlines responsibilities involving implementation and support of PLM solutions, along with required skills in ABAP and problem-solving for enterprise-level companies.

Industry Consultant-Public Sector

Company: IBM

Location: BANGALORE, IN

Posted Dec 17, 2025

This job posting seeks an experienced Healthcare Payer Industry Consultant with expertise in Care Management and Utilization Management. The role involves supporting Care Radius application development, collaborating with stakeholders, and driving workflow improvements. It emphasizes IBM Consulting's focus on innovation, client impact, and career growth through technical and industry expertise. Required skills include domain knowledge, technical proficiency with Care Radius, and collaboration across cross-functional teams.

Application Developer Intern

Company: IBM

Location: Giza, EG

Posted Dec 17, 2025

This text promotes IBM Consulting as a career path emphasizing long-term client relationships, collaboration, and innovation. It highlights opportunities to work with leading companies on hybrid cloud and AI projects, supported by IBM's technology. The role involves integration design, automation, and compliance, with a focus on growth, empathy, and technical expertise.

Java Software Developer

Company: IBM

Location: Hursley, GB

Posted Dec 17, 2025

This job description highlights opportunities to work on innovative WebSphere technologies, collaborate with senior engineers, and contribute to cloud-native and AI advancements in a supportive environment.

Application Developer-ServiceNow

Company: IBM

Location: BANGALORE, IN

Posted Dec 17, 2025

This role involves collaborating with global clients on innovative projects, requiring a bachelor's degree and certifications in ServiceNow products, with opportunities for professional growth through strategic partnerships and technology platforms.

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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