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 ISOโฏ27001 certification efforts and crafting GDPR impact statements.
Salary transparency is crucial because these specialists operate in highโstakes 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.
Mainframe System Verification Tester Apprentice
Company: IBM
Location: POUGHKEEPSIE, US
Posted Dec 05, 2025
The text is an introduction to an apprenticeship program at IBM, specifically for a Mainframe System Verification Tester Apprentice. It describes the role, responsibilities, and requirements for the position, as well as the benefits of the IBM Apprenticeship Program. The tone is enthusiastic and encouraging, highlighting the opportunities for learning, growth, and collaboration.
Front End Developer
Company: IBM
Location: BANGALORE, IN
Posted Dec 05, 2025
The text is a job description for a Software Developer role at IBM. It highlights the company's mission to build, design, code, consult, and shape markets. The role involves developing AI-infused features for hybrid cloud products in a collaborative environment. The position requires 8-12 years of experience, proficiency in various programming languages and frameworks, and familiarity with cloud platforms and enterprise tools.
Infrastructure Architect
Company: IBM
Location: Tokyo, JP
Posted Dec 05, 2025
The text describes a career opportunity at IBM Consulting, emphasizing long-term relationships, collaboration with clients, and the use of IBM's technology platforms. It highlights the importance of curiosity, knowledge, and creative problem-solving. The role mentioned is a Japanese-speaking Platform Engineering Service Sub-Leader position in Japan, requiring experience in customer requirements design, infrastructure construction, and cloud design.
Business Intelligence Data Engineer
Company: IBM
Location: Multiple Cities
Posted Dec 05, 2025
IBM CIC offers a career with opportunities to work with leading professionals across industries, delivering effective solutions using latest technology platforms. The company provides training, promotion opportunities, diversity and inclusion, and benefits like flexible working and pension plans. They seek a Senior Business Intelligence Data Engineer to lead design and delivery of advanced BI reporting solutions using Cognos BI and Analytics.
SAP Data Lead
Company: IBM
Location: HELSINKI, FI
Posted Dec 05, 2025
The text describes a career opportunity at IBM Consulting, focusing on a Data Lead role. The role involves designing and implementing master data solutions using SAP Master Data Governance and other MDM solutions. Key responsibilities include architecting data strategies, leading data migration, facilitating workshops, and managing a team of data professionals. The position requires a Bachelor's degree, experience in data migration, proficiency in SAP Master Data Governance, and strong communication and leadership skills.
SAP EAM Field Service Package Consultant
Company: IBM
Location: Multiple Cities
Posted Dec 05, 2025
The job description outlines the role of an SAP consultant at IBM Consulting, focusing on delivering innovative business solutions through design, build, and test. The ideal candidate should have extensive SAP implementation experience, strong knowledge in the SAP PM domain, and excellent communication and leadership skills.
Platform Engineer 2
Company: IBM
Location: Multiple Cities
Posted Dec 05, 2025
The role involves building and supporting an Internal Developer Platform (IDP) for Apptio applications. The team collaborates across multiple locations and technologies, including GitHub, Linux, Kubernetes, Docker, and AWS. The position requires problem-solving skills, experience with platform development, DevOps, and cloud services.
Application Consultant-Mobile
Company: IBM
Location: Taipei, TW
Posted Dec 05, 2025
The text describes a career opportunity at IBM Consulting, focusing on technical roles and responsibilities of Application Consultants. It highlights the importance of collaboration, problem-solving, and adaptability in working with clients across various industries to improve hybrid cloud and AI solutions.
Penetration Tester
Company: IBM
Location: Multiple Cities
Posted Dec 05, 2025
IBM Infrastructure is a catalyst that makes the world work better by providing hybrid cloud infrastructure to meet clients' demands. The role involves conducting security testing of IBM products, collaborating with development teams, and making recommendations for security improvements. Required expertise includes experience in cybersecurity, web application testing, and knowledge of security vulnerabilities and automated testing tools.
Package Consultant-SAP HANA FIN FICA
Company: IBM
Location: BANGALORE, IN
Posted Dec 05, 2025
The text describes a career opportunity at IBM Consulting, focusing on working with clients globally to improve hybrid cloud and AI solutions. The role involves assisting clients in implementing and supporting FICA for SAP, leading projects, and conducting testing. Required qualifications include a bachelor's degree and 6-12 years of SAP functional experience, with a specialization in SAP Hana FICA modules.
Entry Level Software Developer - Lowell 2026
Company: IBM
Location: LOWELL, US
Posted Dec 05, 2025
IBM offers an Entry-Level Software Developer position for recent graduates or bootcamp completers. The role involves working on modern web applications, collaborating with experienced mentors, and using Agile and DevOps practices. The position requires software development experience, proficiency in certain programming languages, and strong problem-solving skills.
Data Scientist-Artificial Intelligence
Company: IBM
Location: BANGALORE, IN
Posted Dec 05, 2025
The role involves working in IBM Consulting Client Innovation Centers Delivery Centers, delivering technical and industry expertise to clients worldwide. The position requires 5-7 years of experience, proficiency in Python and data analytics, and collaboration with data engineers and software developers to optimize data pipelines and build AI solutions.