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.

Industry Consultant-Telecommunications

Company: IBM

Location: New Delhi, IN

Posted Dec 11, 2025

This text describes a senior consulting role at IBM with opportunities for professional growth, technical expertise in ETRM systems, and leadership responsibilities. It emphasizes collaboration with clients, strategic solution leadership, and team management within IBM's global delivery centers.

Senior DevOps Engineer

Company: IBM

Location: London, GB

Posted Dec 11, 2025

IBM CIC offers career growth, technical expertise, and innovative projects with benefits like training, flexible work, and a supportive culture.

Intern 2026: Software Engineer - Semiconductor

Company: IBM

Location: Multiple Cities

Posted Dec 11, 2025

IBM Research emphasizes innovation and problem-solving in technology development, outlining responsibilities in chip design and requiring expertise in computer science, data science, and engineering disciplines.

Business Analyst - ADM

Company: IBM

Location: Roma, IT

Posted Dec 11, 2025

This text promotes an IBM Consulting career emphasizing innovation, collaboration, and growth opportunities. It highlights working with global clients, leveraging technology platforms, and fostering creativity through continuous learning. The role involves business analysis, project management, and technical expertise in IT solutions.

Package Specialist-SAP HANA SCM MM

Company: IBM

Location: Ahmedabad, IN

Posted Dec 11, 2025

This role involves working in IBM's delivery centers to provide technical expertise for SAP SRM and MM modules. Responsibilities include project leadership, testing, and system implementation. Required qualifications include a bachelor's degree and 8+ years of SAP experience.

Procure to Pay Delivery Manager (Naga)

Company: IBM

Location: Naga City, PH

Posted Dec 11, 2025

The Procure to Pay P2P Operations Lead role involves managing procurement processes, leading teams, ensuring compliance, and optimizing workflows. It requires a bachelor's degree, leadership experience, and expertise in financial operations.

Application Developer - Experience Fullstack

Company: IBM

Location: NO City, BR

Posted Dec 11, 2025

The text describes a career in IBM Consulting focused on hybrid cloud and AI innovation, emphasizing collaboration with global clients and technical expertise. It outlines responsibilities involving full-stack development, DevOps practices, and cloud technologies, while highlighting required skills in languages like Golang, Python, and tools such as Kubernetes and Kafka.

Back-end Developer Intern

Company: IBM

Location: BANGALORE, IN

Posted Dec 11, 2025

This text describes an IBM internship opportunity focusing on Product Engineering support, requiring skills in programming, computer architecture, and problem-solving. It highlights the chance to work on complex mainframe projects and collaborate with clients, emphasizing innovation and technical challenge.

Lead Logic Design Engineer Core Microarchitect

Company: IBM

Location: BANGALORE, IN

Posted Dec 11, 2025

The job description outlines a Hardware Engineer role at IBM Systems Lab, focusing on designing high-performance processors for quantum and AI technologies. Responsibilities include leading architecture design, collaborating with teams, and ensuring silicon design meets functional and timing goals. The position emphasizes expertise in CPU architecture, RTL design, and industry standards, with a preference for candidates with extensive experience in microprocessor development.

Record to Report Analyst

Company: IBM

Location: Heredia, CR

Posted Dec 11, 2025

This job description highlights a role in IBM Consulting focusing on financial operations, client collaboration, and innovation. Responsibilities include journal entries, reconciliations, and process improvements. Required skills include accounting knowledge and advanced Excel proficiency.

Technology Partner Specialist

Company: IBM

Location: Zurich, CH

Posted Dec 11, 2025

The text outlines the role of an IBM Sell Technology Partner Specialist, detailing responsibilities such as cultivating partner relationships, driving revenue growth, and collaborating on strategic planning. It lists required education, technical expertise, and skills in sales strategies, project management, and IBM technology understanding.

Stagiaire Développeur/euse Mobile H/F - IBM Client Innovation Center

Company: IBM

Location: Lille, FR

Posted Dec 11, 2025

The text describes IBM Client Innovation Center as a modern workplace offering high-level technical services, international collaboration opportunities, and innovative projects like Smarter Cities and Big Data platforms. It highlights team-based work, professional growth, and a multicultural environment with a focus on quality and 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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