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.

Data Engineer-Data Platforms

Company: IBM

Location: Hyderabad, IN

Posted Dec 20, 2025

This job description outlines a Data Engineer role at IBM, emphasizing responsibilities such as designing solutions, continuous improvement through agile frameworks, and required expertise in technologies like Apache Spark, Hadoop, Python, and cloud platforms. It highlights both technical skills and collaborative teamwork expectations.

Snowflake Data Engineer

Company: IBM

Location: QUEZON CITY, PH

Posted Dec 20, 2025

This job description outlines a role as a Snowflake and ETL developer for IBM Consulting, focusing on data solutions for electric utility initiatives. The position emphasizes collaboration with clients, innovation in hybrid cloud and AI, and career growth through technical expertise and strategic partnerships.

Solution Consultant-Talent Transformation BPO

Company: IBM

Location: DALIAN, CN

Posted Dec 20, 2025

This text describes a career opportunity at IBM Consulting focusing on BPO solution design with emphasis on collaboration, innovation, and long-term career growth. It outlines responsibilities, required education, technical expertise, and soft skills needed for the role.

Application Developer-Java & Web Technologies

Company: IBM

Location: Segrate, IT

Posted Dec 20, 2025

This text describes a Software Developer role at IBM Consulting, emphasizing collaboration with global clients, innovation in hybrid cloud and AI, career growth opportunities, and technical expertise in areas like Java, Quarkus, and Kubernetes. It highlights the importance of curiosity, problem-solving, and continuous learning in a supportive professional environment.

Researcher - Talent Acquisition Team

Company: IBM

Location: Multiple Cities

Posted Dec 20, 2025

This role involves leading high-impact research projects to support executive hiring, ensuring diversity in talent pipelines, and collaborating with stakeholders to align research with business strategies. Requires a bachelor's degree and expertise in talent intelligence.

ESRI Utility Network FTE

Company: IBM

Location: GUADALAJARA, MX

Posted Dec 20, 2025

The text describes a role at IBM Consulting involving client collaboration, innovation in technology adoption, and career growth opportunities. It highlights technical expertise, strategic partnerships, and a culture of continuous learning and problem-solving.

Consultant, Data Engineering

Company: IBM

Location: Multiple Cities

Posted Dec 20, 2025

IBM seeks a Data Engineer to design Snowflake solutions, requiring expertise in data pipelines, cloud platforms, and collaboration. The role offers flexibility and integration into IBM's organization post-acquisition.

Data Engineer-Business Intelligence - 5658115

Company: IBM

Location: NO City, BR

Posted Dec 20, 2025

The text describes a role in IBM Consulting focused on AI and data engineering, emphasizing collaboration, innovation, and career growth. It highlights responsibilities like designing AI systems, working with global teams, and required skills in machine learning and MLOps. The tone is promotional and confident about the opportunities and technologies involved.

Software Developer - Java

Company: IBM

Location: BANGALORE, IN

Posted Dec 20, 2025

This job posting seeks a Java Developer with expertise in Java 21, Spring Boot, and modern enterprise technologies. Responsibilities include designing applications, integrating messaging systems, and using AI-driven tools for modernization. Requirements emphasize experience with specific frameworks, cloud-native architectures, and DevOps practices.

Incident Response Consultant

Company: IBM

Location: BANGALORE, IN

Posted Dec 20, 2025

This job description outlines a Security Consultant role at IBM, focusing on incident response, cybersecurity advisory, and technical expertise. The position requires skills in threat hunting, forensic analysis, and cloud technologies, with opportunities to work on high-profile cybersecurity cases and develop enterprise security strategies.

Application Developer-Microsoft .NET

Company: IBM

Location: QUEZON CITY, PH

Posted Dec 20, 2025

This text promotes a Software Developer role at IBM Consulting, emphasizing collaboration on hybrid cloud and AI projects, career growth opportunities, and innovative problem-solving in a supportive technical environment.

Full Stack .Net Developer

Company: IBM

Location: QUEZON CITY, PH

Posted Dec 20, 2025

IBM Consulting offers roles in application development with Microsoft technologies, emphasizing innovation, client collaboration, and career growth opportunities through strategic partnerships and technical expertise.

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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