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.

PROCESS DELIVERY SPECIALIST-PROCURE TO PAY

Company: IBM

Location: Chennai, IN

Posted Dec 17, 2025

This job description outlines a Process Analyst role at IBM Consulting, emphasizing collaboration with global clients, digital transformation using AI and cloud technologies, and career growth opportunities. Responsibilities include invoice processing, vendor management, and compliance with SLAs, requiring a bachelor's degree and 24+ years of Accounts Payable experience.

AI Developer - Experienced

Company: IBM

Location: Kochi, IN

Posted Dec 17, 2025

This job posting describes a role in Kochi India focused on AI and data engineering for digital transformation. Responsibilities include building AI agents, developing data pipelines, and collaborating globally. Required skills involve Python, SQL, and data pipeline experience. The position offers opportunities to impact business outcomes through innovative solutions.

PROCESS DELIVERY SPECIALIST-PROCURE TO PAY

Company: IBM

Location: BANGALORE, IN

Posted Dec 17, 2025

The text describes a career role at IBM Consulting emphasizing collaboration, innovation, and professional growth opportunities. It outlines responsibilities in Accounts Payable processes, required education, and skills needed for the position, highlighting supportive environments and technological advancements.

Application Developer-Cloud FullStack

Company: IBM

Location: BANGALORE, IN

Posted Dec 17, 2025

This job description highlights a career in IBM Consulting focused on hybrid cloud and AI innovation, emphasizing collaboration with global clients, technical expertise, and opportunities for impactful work. Responsibilities include software development, stakeholder collaboration, and continuous learning, with requirements spanning Java, React, and database experience.

Package Consultant-SAP Ariba SLP

Company: IBM

Location: KARACHI, PK

Posted Dec 17, 2025

The text outlines job responsibilities related to customer needs analysis, solution design, and sales support. It details required education, technical expertise, and preferred skills such as business process development and quantitative analysis. The role emphasizes collaboration, client relationship building, and staying updated with procurement solutions.

iPO Category Manager

Company: IBM

Location: Guangzhou, CN

Posted Dec 17, 2025

This text describes a job role at IBM Finance & Operations, outlining responsibilities such as sourcing management, supplier negotiations, and strategic procurement. It lists required education and skills, emphasizing analytical abilities, communication, and bilingual proficiency.

Analyste technico-fonctionnel Banque H/F - IBM Client Innovation Center - Val de Fontenay

Company: IBM

Location: Bois Colombes Cedex, FR

Posted Dec 17, 2025

The text promotes IBM Consulting's career opportunities, emphasizing collaboration with global clients, innovation in cloud and AI, and impactful projects. It highlights the company's ecosystem, technical expertise, and focus on professional growth, while outlining role responsibilities and required skills.

Data Engineer - Data Platforms - Azure

Company: IBM

Location: Multiple Cities

Posted Dec 17, 2025

This job description outlines a Data Engineer role focused on building scalable data platforms on Microsoft Azure, designing ETL pipelines, and developing analytics solutions. The position requires expertise in Azure tools, SQL, Power BI, and data governance, with opportunities to collaborate across industries and deliver impactful cloud-native solutions.

Studentenpraktikum Software Development (f/m/x)

Company: IBM

Location: WIEN, AT

Posted Dec 17, 2025

The text describes a career in IBM Consulting emphasizing long-term client relationships, collaboration, and innovation in hybrid cloud and AI projects. It highlights growth opportunities, technical expertise, and benefits like flexible working hours and a competitive salary.

Data Scientist-Advanced Analytics

Company: IBM

Location: BANGALORE, IN

Posted Dec 17, 2025

IBM Consulting offers a career focused on AI and analytics, emphasizing innovation, client collaboration, and professional growth through advanced technologies and strategic partnerships.

Technical Support engineer - PLM QM

Company: IBM

Location: GUADALAJARA, MX

Posted Dec 17, 2025

IBM Consulting offers global collaboration opportunities with innovative clients. The role involves SAP HANA SCM QM consulting, requiring a bachelor's degree and technical expertise in quality management processes.

External Relations Professional

Company: IBM

Location: Multiple Cities

Posted Dec 17, 2025

IBM promotes a positive vision of technology shaping the world through innovation and collaboration. The text highlights corporate responsibility, digital transformation, and opportunities for impactful work in a supportive culture. Job roles emphasize strategic communications, media relations, and driving market leadership through creative storytelling and cross-functional teamwork.

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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