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.
Spark developer (San Jose/CA)
Company: IBM
Location: San Jose, US
Posted Dec 04, 2025
IBM Software is seeking a skilled Software Developer to join their team. The role involves developing and maintaining high-quality software products using various technologies and programming languages. The position requires experience with Apache Spark, Scala, distributed computing, and cloud platforms.
Associate Package Specialist - Entry-level 2026 (Lansing, Michigan)
Company: IBM
Location: Lansing, US
Posted Dec 04, 2025
The IBM Consulting Associate Program offers university hires the opportunity to work with diverse clients worldwide, focusing on professional development through ongoing learning, mentorship, and technical skills. Associates will work in Client Innovation Centers and Delivery Centers, providing deep technical and industry expertise to clients across various industries. The role involves assisting in the selection, implementation, and support of application packaged solutions, requiring strong consulting skills, business knowledge, and packaged solution expertise.
BI Data Engineer
Company: IBM
Location: Multiple Cities
Posted Dec 04, 2025
IBM CIC offers a career with opportunities to work with leading professionals, deliver effective solutions, and drive business change using latest technology platforms. The company provides training, promotion opportunities, feedback, recognition programs, and benefits like flexible working, sabbaticals, and pension plans. They seek a Senior Business Intelligence Data Engineer to lead design and delivery of advanced BI reporting solutions using Cognos BI, Cognos Analytics, Tableau, and Qlik.
Microsoft Azure Developer
Company: IBM
Location: Multiple Cities
Posted Dec 04, 2025
The text describes a career opportunity at IBM Consulting, focusing on a role as an Azure Developer in Slovakia. The position involves designing and developing software solutions based on client requirements, working with cutting-edge Microsoft technologies within MS Azure, and collaborating with customers, developers, and service delivery teams. The role requires hands-on experience with Azure, knowledge of Microsoft development stack, proficiency in English, and strong communication skills.
Data Engineer-Enterprise Content Management
Company: IBM
Location: Hyderabad, IN
Posted Dec 04, 2025
The role involves working in IBM Consulting Client Innovation Centers Delivery Centers, delivering technical and industry expertise to clients worldwide. Responsibilities include designing templates, creating documents, and understanding input/output file formats. Preferred qualifications include a Masters degree and experience with OpenText Exstream.
Manager - Learning Operations
Company: IBM
Location: BANGALORE, IN
Posted Dec 04, 2025
IBM seeks a Learning and Knowledge Leader to drive development in Risk & Compliance. The role involves strategic planning, team collaboration, and innovation, emphasizing growth and transformation.
Context Engineer - Public Sector
Company: IBM
Location: London, GB
Posted Dec 04, 2025
IBM CIC offers extensive career growth, training, and a supportive work environment with benefits like flexible working and professional development opportunities. The role emphasizes innovation, collaboration, and technical expertise in hybrid cloud and AI solutions.
Senior Business Analyst - Life Insurance
Company: IBM
Location: Antwerpen, BE
Posted Dec 04, 2025
The text is a job description for a Senior Business Analyst role at IBM Consulting Client Innovation Centers. It highlights the responsibilities, required education, and preferred technical and professional experience for the position. The role involves leading business analysis efforts, defining strategies, mentoring junior analysts, and driving organizational change.
Security Consultant
Company: IBM
Location: Multiple Cities
Posted Dec 04, 2025
The text is a job description for a Security Consultant role in IBM's CISO organization. It highlights the challenges, growth opportunities, and key responsibilities of the role, emphasizing the importance of cybersecurity expertise, technical proficiency, and problem-solving skills.
SAP EAM Work Management Package Consultant
Company: IBM
Location: Multiple Cities
Posted Dec 04, 2025
The job description outlines the role of a lead SAP consultant at IBM Consulting, focusing on delivering innovative business solutions through design, build, and test, including systems integration. The successful candidate will have extensive SAP implementation experience, strong knowledge in the SAP PM domain, and excellent communication and interpersonal skills.
Software Developer
Company: IBM
Location: BANGALORE, IN
Posted Dec 04, 2025
The job posting is for a software engineer to join the security product development team in Z systems. The role involves understanding product requirements, decomposing them into technical work items, and driving the quality of deliverables. The ideal candidate should have a strong technical aptitude, experience in cloud and containerized deployments, and a passion for continuous learning.
Application Developer-Cloud Integration
Company: IBM
Location: Pune, IN
Posted Dec 04, 2025
The job role involves working in IBM Consulting Client Innovation Centers Delivery Centers, delivering technical and industry expertise to clients worldwide. Responsibilities include developing new features, fixing defects, configuring API Connect DataPower, and strong communication skills. Required education is a Bachelors Degree, with a Masters Degree preferred. Technical expertise required includes BTech, BE, MCA, MSc IT with 4-5 years of experience, and hands-on experience with API Connect DataPower, REST/SOAP APIs, XSLT Gateway Script, and HTTP methods.