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.

2026 Intern – IBM Product Marketing (Austin, TX)

Company: IBM

Location: Austin, US

Posted Dec 18, 2025

This internship at IBM offers opportunities to work on innovative projects in hybrid cloud and AI, with a focus on collaboration, creativity, and impactful marketing strategies. The role includes mentorship, leadership exposure, and a chance to showcase work to senior leaders.

SAP HANA CONSULTANT FIN FI- Group Reporting

Company: IBM

Location: Multiple Cities

Posted Dec 18, 2025

This text describes a senior SAP Consultant role at IBM Consulting, emphasizing collaboration with clients, implementation of SAP solutions, and opportunities for skill development. It highlights responsibilities such as configuring SAP HANA and FI systems, delivering high-quality results, and working with industry expertise.

People Coordinator

Company: IBM

Location: Pune, IN

Posted Dec 18, 2025

This job description outlines the role of a People Coordinator supporting global HR functions and AI automation initiatives. The position requires 2+ years of HR operations experience, strong analytical skills, and proficiency with HR systems. Responsibilities include providing end-to-end HR support, managing HR tickets, and collaborating with vendors. Preferred qualifications include experience with AI tools and digital HR platforms.

Enterprise Account Executive

Company: ElevenLabs

Location: Remote

Posted Dec 18, 2025

ElevenLabs is a leading audio AI company with significant growth and innovative offerings. They seek an Enterprise Account Executive to drive expansion, emphasizing impact and AI-driven solutions.

Systems Ops Administrator

Company: Twilio

Location: Remote

Posted Dec 18, 2025

This job posting seeks a Salesforce Administrator with 3+ years of experience to support operational and technical Salesforce needs across North America and Latin America. The role involves managing user setups, case management, automation, and integration with ERP systems, with remote work options and travel requirements. Benefits include competitive pay, generous time off, and opportunities for professional growth.

Analista de crédito junior

Company: IBM

Location: Bogota, CO

Posted Dec 18, 2025

The text describes a career in IBM Consulting emphasizing long-term client relationships, collaboration, and innovative solutions. It outlines responsibilities in credit management, including document processing, compliance, and customer support, while highlighting required skills and growth opportunities in a dynamic financial environment.

Director IT & Security

Company: HighlightTA

Location: Toronto

Posted Dec 18, 2025

Q4's platform helps companies manage investors and drive valuations. They seek a Director IT & Security with expertise in cloud security and compliance. The role involves leading security operations and fostering innovation through diverse teams.

Consultant technico-fonctionnel - IBM CIC- H/F

Company: IBM

Location: Bois Colombes Cedex, FR

Posted Dec 18, 2025

This text describes a Business Analyst role involving collaboration with teams, process optimization, requirement gathering, and technical coordination. It outlines responsibilities, required skills, and preferred experiences in a professional consulting context.

Community Manager

Company: Manta Network, Powered by p0x labs

Location: any

Posted Dec 18, 2025

Manta is seeking a Community Manager for Korea to grow and manage their local presence, with responsibilities including community engagement, localization, advocacy, and partnerships. The role requires 2+ years of experience in Web3/crypto marketing, native Korean and fluent English skills, and cultural fluency in Korean crypto culture.

Java Developer (HS)

Company: IBM

Location: Leicester, GB

Posted Dec 18, 2025

IBM CIC offers career growth, training, and a collaborative environment with opportunities for innovation and professional development.

Software Developer

Company: IBM

Location: BANGALORE, IN

Posted Dec 18, 2025

This job description highlights a role in IBM's Finance & Operations team, focusing on backend development, collaboration, and innovation. It emphasizes career growth, technical expertise, and contributions to business transformation through technology and process excellence.

Apptio - Digital Sales Specialist

Company: IBM

Location: Austin, US

Posted Dec 18, 2025

The text promotes IBM's Global Sales role, emphasizing collaboration, innovation, career growth opportunities, and the impact of solving complex business challenges. It highlights required skills and the potential for professional development 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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