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.

Power BI Developer

Company: IBM

Location: Multiple Cities

Posted Dec 18, 2025

This job posting seeks a PowerBI Developer to design dashboards, translate business requirements into data models, optimize report performance, and collaborate with teams. It requires expertise in Power BI tools, SQL, and data modeling, with preferred experience in modern data platforms and automation technologies.

NEST Lead - Functional Verification

Company: IBM

Location: BANGALORE, IN

Posted Dec 18, 2025

This text describes a CPU Processor Verification Engineer role at IBM, highlighting responsibilities involving system-level verification of processors and ASICs, required qualifications including a master's degree and 10+ years of experience, and preferred technical skills in verification methodologies and programming languages.

IBM Internship SAP HANA FIN FI

Company: IBM

Location: Bucharest, RO

Posted Dec 18, 2025

The SAP FI Consultant Intern role at IBM Consulting involves supporting financial processes, collaborating with global clients, and contributing to innovative solutions in a growth-oriented environment.

Genesys Cloud Consultant

Company: IBM

Location: Giza, EG

Posted Dec 18, 2025

This text describes a senior role in IBM Consulting focused on delivering contact center transformations. It outlines leadership responsibilities, technical expertise in Genesys Cloud, and requirements for managing cross-functional teams. The role emphasizes innovation, client collaboration, and technical architecture design.

(Senior) Manager, AI & Digital Strategy

Company: IBM

Location: Hong Kong, HK

Posted Dec 18, 2025

This text promotes IBM Consulting's career opportunities, emphasizing collaboration, innovation, and growth in AI and digital strategy roles with global client partnerships and advanced technological tools.

HR onboarding professional

Company: IBM

Location: BANGALORE, IN

Posted Dec 18, 2025

This text describes an HR onboarding specialist role at IBM, outlining responsibilities such as coordinating pre-onboarding activities, ensuring compliance with policies, and creating positive employee experiences. It emphasizes collaboration across teams and the importance of HRIS tools in streamlining processes.

Director, Sales

Company: IBM

Location: London, GB

Posted Dec 18, 2025

The Strategic Sales Director role involves leading a team to manage complex deals, drive innovation, and contribute to client success within IBM's Global Sales framework.

Talent Acquisition Coordinator

Company: IBM

Location: BANGALORE, IN

Posted Dec 18, 2025

The text describes IBM's recruitment role for an Offer Specialist, emphasizing teamwork, innovation, career growth, and a supportive work environment. It highlights the importance of attention to detail, communication skills, and process improvement in the offer management process.

Consultor SAP FI IHC (In House Cash)

Company: IBM

Location: Multiple Cities

Posted Dec 18, 2025

The text describes a career in IBM Consulting emphasizing long-term client relationships, collaboration, and innovative solutions. It highlights technical expertise, growth opportunities, and responsibilities involving configuration, coordination, and problem-solving in SAP HANA implementations.

Snowflake Data Engineer

Company: IBM

Location: QUEZON CITY, PH

Posted Dec 18, 2025

This job description highlights a career in IBM Consulting focused on hybrid cloud and AI innovation, emphasizing collaboration with global clients, technical expertise in Snowflake and ETL tools, and opportunities for growth through a culture of evolution and empathy.

Data Engineer-Data Warehouse

Company: IBM

Location: Noida, IN

Posted Dec 18, 2025

This job description outlines a Data Engineer role at IBM involving innovation, collaboration, and technical expertise. Responsibilities include data analysis, predictive modeling, and working with tools like Elasticsearch and Splunk. Required skills encompass programming languages, ETL tools, and cloud platforms.

Order to Cash Process Owner (SOS Team Members)

Company: IBM

Location: Naga City, PH

Posted Dec 18, 2025

This job description outlines the role of an OTC Team Leader at IBM, focusing on managing the end-to-end orderto cash process, leading a team, ensuring compliance with policies and regulations, and driving process improvements. The position requires strong leadership, analytical skills, and experience in B2B collections, with a focus on operational efficiency and customer service.

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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