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.
Research Scientist (L5) - Member Understanding Foundations
Company: Netflix
Location: USA
Posted Dec 11, 2025
Netflix seeks a Research Scientist to enhance understanding of its members through machine learning, offering competitive compensation and comprehensive benefits. The role emphasizes innovation, cross-functional collaboration, and impactful contributions to product development.
Brand Marketing Manager
Company: Neowiz
Location: USA
Posted Dec 11, 2025
NEOWIZ seeks a Brand Marketing Manager to lead US marketing for Brown Dust 2, emphasizing bold game creation and community engagement. The role involves event planning, IP collaborations, and cultural localization, with compensation ranging from $110k to $150k.
Graphic & Web Designer
Company: Bamboo Works
Location: Philippines
Posted Dec 11, 2025
A part-time remote Graphic & Web Designer role offers creative collaboration on a new platform for entrepreneurs. Responsibilities include website design, social media content, and branding. Competitive rate with flexible hours.
Solutions Architect II
Company: ExtraHop
Location: USA
Posted Dec 11, 2025
The ExtraHops Solutions Architecture team emphasizes customer success and tackling complex business/technology challenges across industries. The role involves designing data visualizations, analyzing network topologies, and developing solutions to improve incident response. Required qualifications include cybersecurity experience, networking knowledge, and scripting skills, with a focus on impactful technical and strategic contributions.
Data Platform Migration Lead
Company: Data Meaning
Location: USA
Posted Dec 11, 2025
This job description seeks a Data Platform Migration Lead with expertise in Data Vault 20, Snowflake engineering, and ETL-to-ELT modernization. The role involves leading Informatica retirement initiatives, designing data architectures, and managing BI migrations while coordinating cross-functional teams and vendor evaluations.
Product Manager (Mobile Apps)
Company: Ideaware
Location: Colombia
Posted Dec 11, 2025
This job posting highlights a Product Manager role at an innovative Healthtech startup focused on transforming healthcare delivery. The position emphasizes fast turnarounds, collaboration with design/engineering teams, and competitive benefits like remote work and competitive pay. It attracts candidates with experience in mobile app development and a passion for impactful product work.
Senior Ruby On Rails Developer
Company: Ideaware
Location: Colombia
Posted Dec 11, 2025
This job posting highlights a remote Senior Ruby on Rails Developer role with competitive pay, impactful projects, and collaboration opportunities. Responsibilities include backend development, API design, and mentoring, requiring experience with Rails, databases, and cloud platforms.
Behavioral Health Care Manager
Company: Triplemoon Clinical
Location: USA
Posted Dec 11, 2025
This text describes a behavioral health care manager role emphasizing collaborative care, evidence-based interventions, and patient support. It outlines responsibilities like clinical screening, goal setting, and behavioral interventions, along with qualifications and benefits such as remote work opportunities and professional development.
AI Design Quality Reviewer (Graphic Design)
Company: Canva
Location: Australia
Posted Dec 11, 2025
This role involves evaluating AI-generated designs, collaborating with global teams, and ensuring quality through structured testing and feedback. The position requires attention to detail, system refinement, and cross-functional teamwork to shape Canvas' generative design future.
Senior Actuarial Analyst
Company: Liberty Mutual Insurance
Location: USA
Posted Dec 11, 2025
This job description highlights a Senior Actuarial Analyst role with responsibilities in actuarial analysis, pricing models, and collaboration with underwriting teams. Qualifications include advanced education, actuarial exams, and experience. The company emphasizes a supportive work environment, competitive compensation, and inclusive culture with benefits and professional development opportunities.
Principal Consultant
Company: Da Vinci
Location: USA
Posted Dec 11, 2025
Da Vinci's WMS solutions, recognized by Gartner, offer growth opportunities. The Principal Consultant role requires expertise in WMS implementations, with competitive benefits and a focus on customer success and innovation.
Content Partnerships Lead - Learn Grid Studio
Company: Canva
Location: Australia
Posted Dec 11, 2025
This job description highlights a strategic role at Canva focused on expanding educational partnerships and content ecosystems. The position offers opportunities to drive innovation in education technology, with benefits including equity packages, flexible leave, and a collaborative work environment. The company emphasizes mission-driven growth and global impact through curriculum-aligned resources.