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.
Quality Engineer-FullStack
Company: IBM
Location: Multiple Cities
Posted Dec 12, 2025
This text describes a Full Stack Tester role with responsibilities spanning test leadership, automation, performance testing, data validation, and collaboration with cross-functional teams. It outlines required technical skills, tools, and educational qualifications for the position.
Senior Managing Consultant
Company: IBM
Location: Riyadh, SA
Posted Dec 12, 2025
This text describes a senior consulting role focused on leading Salesforce transformations, driving sales growth, and delivering large-scale digital solutions. It emphasizes collaboration with clients, ecosystem partners, and IBM teams to achieve strategic objectives while maintaining compliance and delivering high-value outcomes.
Lead Full Stack Developer (Golang)
Company: IBM
Location: Kochi, IN
Posted Dec 12, 2025
The text describes a job role requiring full-stack development expertise with cloud technologies, security practices, and collaboration across teams. It outlines responsibilities for API management, infrastructure optimization, and continuous improvement in a professional development context.
Salesforce Developer
Company: IBM
Location: GUADALAJARA, MX
Posted Dec 12, 2025
This job description highlights a career in IBM Consulting with opportunities for global client collaboration, hybrid cloud and AI innovation, and professional growth. The role emphasizes technical expertise in Salesforce development, teamwork, and mentorship, while offering training and career advancement prospects.
Package Consultant-SAP HANA SCM PLM
Company: IBM
Location: Pune, IN
Posted Dec 12, 2025
The text describes a career in IBM Consulting focused on client collaboration, innovation, and technical expertise in SAP EHS. It highlights opportunities to work on hybrid cloud and AI projects with global clients, emphasizing strategic partnerships and technology platforms.
Data Governance Lead
Company: IBM
Location: Heredia, CR
Posted Dec 12, 2025
The role involves data governance analysis, collaboration with stakeholders, and requires experience in data policies. It offers technical expertise and innovation opportunities in enterprise data strategies.
Jovem aprendiz (Belém)
Company: IBM
Location: NO City, BR
Posted Dec 12, 2025
IBM's Jovem Aprendiz program offers young people career opportunities, skill development, and inclusion. It targets students and recent graduates with specific age and socioeconomic criteria, aiming to foster growth and address societal challenges.
Package Consultant-SAP HANA Application Security
Company: IBM
Location: Kolkata, IN
Posted Dec 12, 2025
The role involves working in IBM's delivery centers to deliver technical expertise and innovate solutions for clients. Responsibilities include SAP security implementation, project leadership, and testing. Required experience includes SAP Security Implementation and ECC 60 role build.
Python Data Engineer
Company: IBM
Location: QUEZON CITY, PH
Posted Dec 12, 2025
The text describes a career in IBM Consulting emphasizing collaboration, innovation, and technical expertise. It highlights opportunities to work with global clients, develop hybrid cloud and AI solutions, and grow professionally through a supportive ecosystem.
Data Engineer (Python/SQL)
Company: IBM
Location: Heredia, CR
Posted Dec 12, 2025
This text describes a job opening for a Data Engineer at Hakkoda, an IBM company specializing in Snowflake Data Cloud solutions. The role involves designing data pipelines, working with cloud platforms, and collaborating with clients. Requirements include experience with SQL, Python, and cloud data platforms, along with agile teamwork skills.
Quality Engineer-FullStack
Company: IBM
Location: BANGALORE, IN
Posted Dec 12, 2025
This job description outlines a Middleware Testing Practitioner role at IBM Consulting, emphasizing technical expertise, automation tools, and experience in testing solutions. It lists required education, technical skills, and preferred qualifications for the position.
DevOps Infrastructure Specialist - Defence
Company: IBM
Location: Cheltenham, GB
Posted Dec 12, 2025
The text promotes IBM CIC's career opportunities, highlighting benefits like professional growth, training programs, flexible work arrangements, and a supportive culture. It emphasizes collaboration, innovation, and career development while outlining technical requirements for a Senior DevOps Infrastructure Specialist role.