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.
Staff AI Product Engineer
Company: Modern Health
Location: USA
Posted Dec 19, 2025
This job description seeks an AI Product Engineer with expertise in AI technologies and full-stack development, emphasizing collaboration, problem-solving, and comprehensive benefits including healthcare and flexible work arrangements.
Accounts Receivables Professionals
Company: IBM
Location: Naga City, PH
Posted Dec 19, 2025
This job description outlines a Senior Deduction Management Analyst role at IBM, emphasizing responsibilities in order management, customer masterdata, credit management, and collaboration with clients. It highlights required skills in finance, accounting software, and teamwork, while promoting a dynamic work environment focused on innovation and problem-solving.
Production Engineer - Langflow
Company: IBM
Location: Markham, CA
Posted Dec 19, 2025
This job description highlights a role at IBM Software focusing on Kubernetes management, automation, and cloud infrastructure. It emphasizes innovation, career growth, and collaboration with cross-functional teams to deliver impactful solutions. The position requires expertise in container orchestration, monitoring tools, and security practices, while offering opportunities to contribute to global technological advancements.
Talent Acquistion Manager
Company: IBM
Location: Giza, EG
Posted Dec 19, 2025
This text describes IBM's role in driving innovation and collaboration, highlighting a positive work culture and opportunities for career growth. It outlines responsibilities related to talent acquisition and team development in Egypt, emphasizing expertise in recruitment and stakeholder management.
Lead Medical Writer Medical Communications
Company: Avalere Health
Location: Remote
Posted Dec 19, 2025
Avalere Health emphasizes its mission to serve every patient through inclusive culture, flexible work arrangements, and employee empowerment. The role highlights leadership in medical writing, client collaboration, and professional growth opportunities, alongside comprehensive benefits like flexible working and family support policies.
Senior Product Manager - AI Agents
Company: Apollo.io
Location: USA
Posted Dec 19, 2025
The text describes a senior AI product manager role at Apollo, emphasizing the impact of AI on sales teams, the company's growth metrics, and the responsibilities involving AI research, messaging, and quality assurance. It highlights the importance of trust in AI adoption and the need for domain expertise over technical complexity.
Talent Acquisition Coordinator
Company: IBM
Location: BANGALORE, IN
Posted Dec 19, 2025
This text describes a role at IBM's Talent Acquisition team focusing on managing the offer process with emphasis on collaboration, communication, and career growth. It highlights the importance of teamwork, innovation, and organizational skills in a fast-paced environment while showcasing IBM's commitment to excellence and global impact.
Application Developer - Cloud FullStack - New South Wales - 17 Months FTH
Company: IBM
Location: SYDNEY, AU
Posted Dec 19, 2025
IBM is a leader in global transformation, offering career opportunities in tech innovation. The role involves developing applications and collaborating with teams to drive digital reinvention and competitive advantage.
Software Engineer
Company: Field Nation
Location: Dhaka
Posted Dec 19, 2025
This job posting highlights Field Nation's commitment to a dynamic work environment, competitive benefits, and professional growth opportunities. The role involves developing cutting-edge SaaS solutions and collaborating with cross-functional teams, while the company emphasizes a supportive culture with perks like gym memberships, medical insurance, and flexible work arrangements.
Sr. Marketer - Growth
Company: Blackbaud
Location: Remote
Posted Dec 19, 2025
This job posting seeks a Sr Growth Marketer to lead growth marketing efforts for nonprofit fundraising, focusing on innovative programs, data-driven strategies, and cross-functional collaboration. The role emphasizes generating qualified pipeline, analyzing market trends, and working in a remote-first environment with competitive compensation and benefits.
Senior ERP Project Manager
Company: IBM
Location: Chicago, US
Posted Dec 19, 2025
IBM Consulting promotes a career focused on global client collaboration and innovation, emphasizing roles like Client Project Manager for SAP implementations. Responsibilities include stakeholder engagement, contract management, and leadership in a supportive environment with opportunities for growth and impactful solutions.
Event Experience Professional
Company: IBM
Location: BANGALORE, IN
Posted Dec 19, 2025
The text describes a role for an Event Strategist, outlining responsibilities such as developing event strategies, managing budgets, and collaborating across teams. It details required education, technical expertise, and preferred qualifications, emphasizing project management, communication skills, and experience with event technologies.