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.

Business Analyst - German speaking (f/m/x)

Company: IBM

Location: Zurich, CH

Posted Dec 16, 2025

This job description highlights a role at IBM Consulting involving collaboration with clients, technical expertise, and career growth opportunities. It emphasizes innovation, long-term relationships, and professional development, while outlining required skills and benefits like training and global project involvement.

PHP Laravel Developer Needed ROCKSTARS ONLY

Company: Agent Legend

Location: Remote

Posted Dec 15, 2025

This job posting seeks a skilled PHP/Laravel developer for a fast-growing SaaS company building AI-driven communication tools. The role involves backend development, API integrations, and working remotely with a collaborative team. Candidates must include a joke and specific tag to demonstrate they read the entire posting.

Business Transformation Consultant-Asset Management

Company: IBM

Location: Pune, IN

Posted Dec 16, 2025

This job description outlines a role at IBM Consulting involving technical expertise in Maximo EAM, system integration, and client collaboration. Responsibilities include leading upgrades, assessing customization needs, and providing advisory support. Requirements include a bachelor's degree and proficiency in specific technologies.

Package Consultant-Oracle Cloud CX

Company: IBM

Location: Pune, IN

Posted Dec 16, 2025

The text describes a career in IBM Consulting, emphasizing collaboration with global clients, innovation in hybrid cloud and AI, and technical expertise in delivering solutions. It highlights opportunities to work with industry visionaries and leverage IBM's technology platforms for impactful client outcomes.

Security Engineer Cloud Security

Company: Red Cell Partners

Location: Seattle, WA

Posted Dec 15, 2025

Red Cell Partners seeks a Cloud Security Engineer to develop security solutions for healthcare, cyber, and national security domains. The role involves designing security controls, enforcing policies, and collaborating with teams to ensure secure cloud environments. The job emphasizes innovation and mission-critical security while requiring applicants to mention 'AMPLE' and a specific tag.

Electrical Engineer

Company: IBM

Location: Yorktown Heights, US

Posted Dec 16, 2025

This job description outlines the responsibilities of an Electrical Engineer supporting electrical design and operations in critical facilities. Key duties include maintaining electrical infrastructure reliability, managing maintenance tasks, ensuring compliance with safety codes, and collaborating with vendors. The role requires 8+ years of experience, technical expertise in electrical systems, and strong communication skills.

Digital Security - Senior Managing Consultant

Company: IBM

Location: Riyadh, SA

Posted Dec 16, 2025

This job description outlines the role of a Digital Security Senior Managing Consultant focused on cloud security, identity and access management (IAM), and hybrid cloud transformations. The position requires expertise in cloud-native security, compliance standards, and delivering large-scale security solutions. Key responsibilities include consulting, leadership in solution delivery, and building trusted advisor relationships with clients.

Spark Cluster Admin

Company: IBM

Location: BANGALORE, IN

Posted Dec 16, 2025

This job description highlights a senior role in Spark cluster administration with opportunities for growth and collaboration. The position emphasizes technical expertise in Apache Spark, OpenShift, and DevOps practices, along with career development through onboarding and continuous learning. IBM's focus on innovation and digital transformation is presented as a key driver for success.

System Development Engineer

Company: IBM

Location: BANGALORE, IN

Posted Dec 16, 2025

The text highlights India Systems Development Lab's contributions to technology innovation and outlines a Java + ReactJS full stack developer role with responsibilities spanning frontend/backend development, DevOps, and technical mentorship.

Application Developer-ReactJS

Company: IBM

Location: Mumbai, IN

Posted Dec 16, 2025

This job description outlines a role at IBM Consulting's Client Innovation Centers, focusing on delivering technical expertise to public and private sector clients. Responsibilities include teamwork, training, and communication skills, with requirements for a bachelor's degree and technical proficiency in React.js. Preferred qualifications include a master's degree and experience with code coverage and reusable components.

Application Consultant-EAI

Company: IBM

Location: BANGALORE, IN

Posted Dec 16, 2025

This job description highlights a career in IBM Consulting focused on long-term client relationships, hybrid cloud and AI solutions, and collaborative innovation. The role involves software development using Agile methodologies, technical documentation, and problem-solving, with requirements emphasizing Dell Boomi integration expertise and cloud platform experience.

Application Developer-Cloud FullStack

Company: IBM

Location: Hyderabad, IN

Posted Dec 16, 2025

This text describes a Full Stack Developer role at IBM Consulting, emphasizing collaboration with global clients, technical expertise in Java, Spring Boot, Angular, and microservices, along with requirements for containerization, CICD processes, and Agile methodologies. It highlights the opportunity to work on innovative projects within IBM's ecosystem while meeting educational and technical qualifications.

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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