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.

Pricing & Packaging

Company: IBM

Location: Multiple Cities

Posted Dec 10, 2025

The text describes a job opportunity for a Product Operations professional at IBM focused on pricing and packaging strategies for Data & AI products. It outlines responsibilities including competitive analysis, pricing model optimization, collaboration with cross-functional teams, and documentation. The role emphasizes analytical skills, attention to detail, and experience in technology-driven commercial strategy.

Senior Learning Facilitator: Faculty Shared Services

Company: IBM

Location: Heredia, CR

Posted Dec 10, 2025

This job posting outlines a faculty position for delivering IBM Consulting Partner & Professional Development education programs globally. The role requires experience in consulting, facilitation, and coaching skills, along with a two-year commitment. Qualifications include a bachelor's degree, training expertise, and teamwork abilities in a remote environment.

Intern 2026: Applied Quantum Science - Quantum Algorithms for Dynamical Systems

Company: IBM

Location: Dublin, IE

Posted Dec 10, 2025

This text describes a research role at IBM focusing on quantum algorithms, benchmarking classical methods, and developing quantum computing capabilities. It highlights innovation, problem-solving, and opportunities in cutting-edge technology with a strong emphasis on technical expertise and collaboration.

Application Developer-SAP ABAP HANA

Company: IBM

Location: Kolkata, IN

Posted Dec 10, 2025

This job description outlines a career in IBM Consulting focused on hybrid cloud and AI solutions, emphasizing collaboration with global clients, technical expertise in SAP technologies, and requirements for education and experience in application development and industry-specific knowledge.

Operations Buyer

Company: IBM

Location: BANGALORE, IN

Posted Dec 10, 2025

This job description outlines an Operations Buyer role at IBM with responsibilities including procurement operations, vendor management, and client collaboration. It emphasizes opportunities to lead in technology innovation, solve complex problems, and utilize procurement skills. The position requires 13+ years of experience, strong communication abilities, and ERP tool proficiency.

Software Engineer

Company: IBM

Location: BUDAPEST, HU

Posted Dec 10, 2025

IBM Cloudant's Integrations Team develops SDKs and libraries for connecting applications to Cloudant, using various languages and APIs. They seek talented engineers to contribute to tools that simplify Cloudant usage, with opportunities in Go, Java, Node.js, Python, and more.

Consultor(a) SAP SD

Company: IBM

Location: SÃO PAULO, BR

Posted Dec 10, 2025

This role involves working with clients on SAP SD processes, emphasizing career growth and technical expertise in hybrid cloud and AI initiatives. The position highlights collaboration with global clients, innovation in technology adoption, and professional development opportunities within IBM's ecosystem.

Package Consultant-SAP BTM

Company: IBM

Location: BANGALORE, IN

Posted Dec 10, 2025

This job description outlines a role in IBM Consulting's Client Innovation Centers, focusing on process mining, ETL data handling, and collaboration with technical/business teams. It requires expertise in tools like Signavio Process Intelligence, SQL, and data transformation, along with analytical and communication skills.

Data Engineer-Data Warehouse

Company: IBM

Location: Kochi, IN

Posted Dec 10, 2025

This job description outlines the role of a Data Engineer at IBM, focusing on data analysis, system design, and collaboration with cross-functional teams. It highlights required technical skills in tools like DBT, ETL, and programming languages, as well as preferred experience with cloud platforms and data integration technologies.

Consultant – Digital Engineering

Company: IBM

Location: Multiple Cities

Posted Dec 10, 2025

This job description highlights a role focused on digital engineering, client collaboration, and process improvement. It emphasizes skills in business analysis, technology integration, and delivering real business value through strategic solutions and innovation.

Curador Júnior

Company: IBM

Location: NO City, BR

Posted Dec 10, 2025

This job description outlines a role focused on developing and maintaining virtual assistants through platforms like IBM Watsonx Assistant and Dialogflow. Responsibilities include analyzing conversations, gathering requirements, modeling intents, testing flows, and collaborating on documentation. Required skills involve Python, Git, and familiarity with NLP and AI technologies.

Quality Engineer-Data

Company: IBM

Location: New Delhi, IN

Posted Dec 10, 2025

This role involves working in IBM Consulting Delivery Centers to provide technical expertise to public and private sector clients. Responsibilities include teamwork, training in technical topics, and communication skills. Requirements include a bachelor's degree, SQL proficiency, Azure Databricks experience, and strong stakeholder management.

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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