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 ISO 27001 certification efforts and crafting GDPR impact statements.
Salary transparency is crucial because these specialists operate in high‑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.
Intern 2026: AI Hybrid Cloud Platform Research Scientist
Company: IBM
Location: Multiple Cities
Posted Dec 04, 2025
IBM Research is seeking a PhD-level summer intern to help design and advance the next generation of Hybrid Cloud AI platforms. The role focuses on working with full-time IBM researchers on highly scalable systems for machine learning training and inference. The intern will work with an agile team of researchers and engineers developing practical innovations in scalable GenAI systems that can impact thousands of developers and applications worldwide.
Senior Software Development Engineer
Company: IBM
Location: Multiple Cities
Posted Dec 04, 2025
The text is a job description for a role at IBM that emphasizes a fast-paced, collaborative, and innovative work environment. It highlights the importance of technical skills in areas such as microservices, API design, AI, and large language models, as well as the ability to work with customers and senior management to deliver value.
Functional Consultant Lead
Company: IBM
Location: No City, US
Posted Dec 04, 2025
The job posting describes a highly skilled Enterprise Applications Functional Lead role at IBM Consulting. The position involves overseeing and supporting core business platforms like Oracle and Workday, leading a team, and collaborating with stakeholders to deliver high-quality solutions. The role requires extensive experience in enterprise application development, functional leadership, and expertise in Oracle and Workday applications.
Application Developer-Oracle Cloud Reporting
Company: IBM
Location: Gurgaon, IN
Posted Dec 04, 2025
The text describes a career in IBM Consulting, highlighting the opportunity to work with clients globally, deliver technical expertise, and solve complex business problems using IBM's technology platforms. It emphasizes the importance of collaboration, innovation, and delivering solutions that meet client requirements.
Strategic Account Manager I
Company: IBM
Location: Minneapolis, US
Posted Dec 04, 2025
The role of a Strategic Account Manager at HashiCorp involves developing, managing, and closing business within strategic accounts. The position requires driving the sales cycle, selling the complete HashiCorp software suite, and ensuring adoption and consumption of solutions. The role aligns with HashiCorp's ALEER strategy, focusing on landing new logos, expanding use cases, extending into new solutions, and renewing contracts. The position involves engaging with enterprise accounts, leading sales campaigns, articulating the company's vision, building a healthy pipeline, and accurately forecasting business.
Order to Cash Practitioner
Company: IBM
Location: QUEZON CITY, PH
Posted Dec 04, 2025
IBM's job description emphasizes innovation and problem-solving, detailing responsibilities in Order to Cash processes, required expertise, and a positive outlook on career growth and impact.
Research Intern - AI
Company: IBM
Location: Multiple Cities
Posted Dec 04, 2025
IBM India provides solutions and services across major industries. They offer summer internships to bright students from leading technical universities in India. The internship focuses on research and development in AI, including large language models, foundation models, and enterprise applications.
Adobe Experience Manager Developer
Company: IBM
Location: Multiple Cities
Posted Dec 04, 2025
IBM Consulting seeks experienced Adobe Experience Manager (AEM) Backend Developers to join their dynamic team. The role involves developing and maintaining backend functionality for AEM implementations, collaborating with frontend developers, and participating in Agile projects. Required skills include AEM expertise, backend development skills, web services experience, unit testing familiarity, performance optimization, and collaboration tools proficiency.
PROCESS DELIVERY SPECIALIST-PROCURE TO PAY
Company: IBM
Location: BANGALORE, IN
Posted Dec 04, 2025
The text describes a career opportunity at IBM Consulting, focusing on a role as a Process Analyst in Procure to Pay (P2P). The role involves various responsibilities related to invoice processing, vendor management, query resolution, and payment reconciliation. The position requires a bachelor's degree, preferably a master's degree, and experience in accounts payable and invoice management. Proficiency in MS Office and ERP software is preferred. The role emphasizes meeting targets, working under deadlines, and contributing to change management.
Storage Technical Account Manager
Company: IBM
Location: PETALING JAYA, MY
Posted Dec 04, 2025
IBM is seeking a Technical Account Manager for their Premium Storage team. The role involves providing high-quality remote technical support to premium storage clients, collaborating with other support groups, and maintaining client relationships. The ideal candidate should have at least 2 years of experience in remote technical support and familiarity with IBM Storage Portfolio products.
Senior Solutions Consultant
Company: IBM
Location: Multiple Cities
Posted Dec 04, 2025
The text describes a career in IBM Consulting, highlighting the opportunities to work with clients globally, shape solution strategies, and influence high-value engagements. It emphasizes the importance of curiosity, knowledge, and a culture of evolution and empathy. The role of a Senior Solutions Consultant is detailed, focusing on driving complex solution pursuits, shaping strategic opportunities, and influencing customer engagements in the public sector.
Package Consultant-Oracle Finance Cloud
Company: IBM
Location: BANGALORE, IN
Posted Dec 04, 2025
The role involves working in IBM Consulting Client Innovation Centers, developing partnerships with HR stakeholders, creating technical solutions, and managing test scripts for Oracle R12 financial applications. The candidate should have experience in automation, Ansible, and Oracle PL/SQL.