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.

AI Architect

Company: IBM

Location: New York, US

Posted Dec 23, 2025

The text promotes IBM Consulting as a career opportunity emphasizing innovation, collaboration, and growth. It outlines roles requiring expertise in cloud architecture, data engineering, and AI, while highlighting the company's focus on client impact and professional development.

Designer-User Experience Design

Company: IBM

Location: BANGALORE, IN

Posted Dec 23, 2025

The role involves working on client projects to drive innovation and collaboration, requiring design expertise and teamwork. It emphasizes professional growth, creative problem-solving, and contributing to market outcomes through guided contributions. The position highlights opportunities for skill development, mentorship, and impactful work across diverse sectors.

Salesforce

Company: IBM

Location: Multiple Cities

Posted Dec 23, 2025

This job description highlights a career in IBM Consulting focused on hybrid cloud and AI solutions, emphasizing collaboration, innovation, and growth opportunities. The role involves working with global clients, leveraging IBM technology, and contributing to impactful projects through technical expertise and continuous learning.

Business Transformation Consultant - Customer & Commerce Center of Competence (CoC)

Company: IBM

Location: London, GB

Posted Dec 23, 2025

This text describes a job posting for a Customer & Commerce Business Transformation Consultant at IBM Consulting. It outlines the role's responsibilities, required education (Bachelors Degree), preferred qualifications, and expertise in customer commerce transformation, digital transformation, and global team collaboration.

Systems Support Apprentice

Company: IBM

Location: Austin, US

Posted Dec 23, 2025

The IBM apprenticeship program offers opportunities to learn, collaborate with mentors, and gain skills for full-time roles, emphasizing growth and problem-solving.

Infrastructure Specialist-AWS DevOps

Company: IBM

Location: BANGALORE, IN

Posted Dec 23, 2025

This job description outlines a role at IBM Consulting involving IT infrastructure, AWS cloud services, and DevOps tools. Requirements include a bachelor's degree, 3+ years of experience in Python/Java/AWS, and expertise in Kubernetes, Docker, and scripting. Preferred qualifications involve cloud environment tools and application servers.

HR Advisor with Spanish

Company: IBM

Location: BUDAPEST, HU

Posted Dec 23, 2025

This text describes a career opportunity at IBM Consulting emphasizing long-term client relationships, collaboration, and innovation. It outlines the role of an HR Advisor Contact Center specialist with responsibilities in HR support, problem-solving, and teamwork. The position requires strong communication skills in Spanish and English, adaptability, and a focus on client needs.

Package Specialist-SAP HANA SCM MM

Company: IBM

Location: Kolkata, IN

Posted Dec 23, 2025

This job description outlines a role at IBM Consulting involving technical expertise in SAP implementations, project leadership, and collaboration with clients. It requires a bachelor's degree, SAP functional experience, and skills in configuration, testing, and system solutions.

Application Developer-ServiceNow

Company: IBM

Location: Gurgaon, IN

Posted Dec 23, 2025

The text describes a career in IBM Consulting focused on hybrid cloud and AI innovation, emphasizing collaboration with clients, strategic partnerships, and opportunities for professional growth through technology development and stakeholder engagement.

AWS Cloud Full Stack Developer - Defence

Company: IBM

Location: London, GB

Posted Dec 23, 2025

The text promotes IBM CIC's career opportunities, emphasizing growth, innovation, and a supportive culture with benefits like training programs, flexible work arrangements, and career development. It highlights collaboration on impactful projects and a commitment to diversity and work-life balance.

Data Engineer-Data Platforms - Japanese Bilingual

Company: IBM

Location: Multiple Cities

Posted Dec 23, 2025

The text promotes IBM Consulting's career opportunities, emphasizing collaboration, innovation, and global impact. It highlights roles in hybrid cloud and AI, technical expertise, and professional growth with competitive benefits.

Data Engineer DBT

Company: IBM

Location: Multiple Cities

Posted Dec 23, 2025

The job description highlights opportunities to innovate, collaborate on complex projects, and work with cutting-edge technologies like DBT and Snowflake. It emphasizes problem-solving, data engineering expertise, and contributing to impactful solutions in a dynamic environment.

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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