Critical For Us To Understand Jobs
1,889,780 open positions · Updated daily
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.
Security Engineer L4 - Application Security
Company: Netflix
Location: Poland
Posted Dec 22, 2025
Netflix seeks a Security Engineer L4 to enhance application security, collaborate with teams, and integrate security into development. The role offers remote work in Poland and emphasizes diversity and innovation.
Technical Account Manager
Company: Megaport
Location: USA
Posted Dec 22, 2025
Megaport promotes itself as a global leader in Network as a Service with a collaborative and fun work culture. The job posting highlights opportunities for experienced Technical Account Managers to work with enterprise customers and partners, offering flexible working environments, comprehensive learning support, and competitive benefits.
Cloud Operations Engineer
Company: Cloudbeds
Location: Europe,Latin America
Posted Dec 22, 2025
This job offers a chance to work on a growing SaaS company's infrastructure, collaborate with senior teams, and gain experience in cloud operations. Required skills include monitoring tools, incident response, and AWS expertise.
Senior Data Science Manager - Safety & Mods
Company: Reddit
Location: USA
Posted Dec 22, 2025
Reddit is hiring a Data Science Manager for a remote role with opportunities to lead teams, collaborate across departments, and contribute to safety initiatives. The position offers competitive benefits including healthcare, equity, flexible work arrangements, and generous parental leave.
Senior Software Engineer - Ads
Company: Reddit
Location: USA
Posted Dec 22, 2025
Reddit is expanding its ads teams, emphasizing innovation and growth, with opportunities for engineers and benefits like healthcare and flexible work.
Digital Associate
Company: MissionWired
Location: USA
Posted Dec 22, 2025
MissionWired helps nonprofits create impactful fundraising strategies, emphasizing social change and diversity. They offer competitive benefits and remote work, seeking a Digital Associate for growth opportunities.
Major Account Executive - Telco, Media, Tech
Company: Anaplan
Location: USA
Posted Dec 22, 2025
Anaplan is seeking a Major Account Executive to drive growth by selling their platform, supporting industry leaders, and leading digital transformation. The role offers significant impact and career growth opportunities with a focus on strategic sales planning and cross-functional collaboration.
Big Data Manager - Professional Services
Company: Databricks
Location: India
Posted Dec 22, 2025
This job description outlines a Big Data Manager role focusing on client engagements with the Databricks platform, requiring expertise in data engineering, cloud technologies, and people management. The position involves guiding customers through big data projects, providing technical support, and collaborating with engineering teams. Key qualifications include experience with Apache Spark, Kafka, cloud platforms, and documentation skills.
Intermediate Backend Engineer (Ruby), Plan: Project Management
Company: GitLab
Location: North America,Latin America,APAC,EMEA
Posted Dec 22, 2025
This job description outlines a Backend Engineer role focused on developing scalable Ruby on Rails services, improving project management features, and collaborating with cross-functional teams. It emphasizes technical expertise, code quality, and working in a distributed agile environment.
Revenue Accounting Manager
Company: Reddit
Location: USA
Posted Dec 22, 2025
The job posting highlights a Revenue Accounting Manager role with cross-functional responsibilities and growth opportunities, along with an Engineering Manager position focusing on SMB advertiser growth. Both roles emphasize collaboration, technical expertise, and career development.
Security Analyst
Company: Cloudbeds
Location: North America,Latin America
Posted Dec 22, 2025
This role as a Security Analyst involves critical responsibilities in ensuring system security and compliance, collaborating across teams, and driving security initiatives. The company values open communication, teamwork, and a positive work environment.
Associate Technical Support Engineer
Company: Recharge
Location: USA
Posted Dec 22, 2025
This job description outlines a Technical Support role with responsibilities including customer support via multiple channels, shift work requirements, and expectations for technical expertise and communication skills. It details compensation ranges and company values while emphasizing teamwork and problem-solving.