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.

Data and AI Intern 2026

Company: IBM

Location: RESEARCH TRIANGLE PARK, US

Posted Dec 20, 2025

This text describes IBM's Global Real Estate Technology team, their focus on data-driven solutions and AI innovation, and an internship role involving data analysis, automation, and collaboration with technical teams. It outlines required skills and tools for the position.

Consulting Senior Financial Analyst

Company: IBM

Location: Toronto, CA

Posted Dec 20, 2025

This job description outlines a Senior Financial Analyst role requiring advanced analytical skills, excellent communication, and proficiency in financial tools. It emphasizes leadership, business acumen, and experience with data visualization software like Power BI or Tableau.

Delivery Consultant Manager

Company: IBM

Location: Heredia, CR

Posted Dec 20, 2025

This text promotes an IBM Expert Labs role emphasizing career growth, collaborative innovation, and impactful client solutions. It highlights leadership opportunities, technical expertise, and a supportive culture focused on delivering world-class results through teamwork and continuous improvement.

.Net Developer

Company: IBM

Location: QUEZON CITY, PH

Posted Dec 20, 2025

IBM Consulting offers career opportunities focused on client collaboration, innovation, and technical expertise in hybrid cloud and AI, requiring skills in ASP.NET and Microsoft technologies.

Salesforce Solution Engineer

Company: IBM

Location: New York, US

Posted Dec 20, 2025

This job description outlines a senior technical role at IBM's Salesforce Practice, requiring expertise in Salesforce architecture, public sector solutions, and cloud technologies. The position emphasizes leadership in digital transformation projects, technical advisory capabilities, and collaboration with clients and IBM teams.

Senior Delivery Project Manager

Company: IBM

Location: Markham, CA

Posted Dec 20, 2025

This job description outlines the role of a Project Manager at IBM, emphasizing responsibilities such as leading teams, managing resources, and delivering projects using best practices. It lists required qualifications like a bachelor's degree, PMP certification, and experience with project management tools. Preferred qualifications include an MBA and bilingual skills.

Director, Enterprise Sales

Company: IBM

Location: SYDNEY, AU

Posted Dec 20, 2025

This job description outlines a leadership role in enterprise sales, emphasizing innovation, collaboration, and growth opportunities. The position requires managing high-performing teams, driving digital transformation, and delivering impactful solutions. IBM highlights career development and a supportive culture as key aspects of the role.

Accounts Receivable M&A Intern

Company: IBM

Location: Armonk, US

Posted Dec 20, 2025

IBM Finance amp Operations drives efficiency and innovation through collaborative problem-solving, offering career growth in a dynamic environment with opportunities for professional development and impactful contributions to global business strategies.

AWS Cloud Solution Architect

Company: IBM

Location: Dallas, US

Posted Dec 20, 2025

A job seeking an AWS Cloud Solutions Architect with experience in migration, IaC, and certifications. Requires 8+ years, AWS certification, and a bachelor's degree.

AR Analyst (Credit Controller) with Czech/Slovak

Company: IBM

Location: Krakow, PL

Posted Dec 20, 2025

This role involves working with global clients on hybrid cloud and AI projects, requiring collaboration across cultures and expertise in O2C processes. Key skills include fluency in Czech/Slovak and English, analytical abilities, and teamwork.

Team Leader talent acquisition

Company: IBM

Location: Mexico City, MX

Posted Dec 20, 2025

The text describes a career in IBM Consulting emphasizing long-term client relationships, collaboration, innovation, and professional growth. It outlines roles in managing recruitment teams, improving processes, and fostering a data-driven approach while highlighting required skills and positive organizational culture.

Delivery Consultant - Data Security

Company: IBM

Location: Athens ( Greece ), GR

Posted Dec 20, 2025

The text promotes a career at IBM Technology Expert Labs, emphasizing collaborative innovation, career growth, and impactful problem-solving for clients. It highlights world-class services, strong onboarding, and opportunities to work with industry leaders while advancing technical expertise.

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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