Critical For Us To Understand Jobs
1,890,901 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 ISO 27001 certification efforts and crafting GDPR impact statements.
Salary transparency is crucial because these specialists operate in high‑stakes 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.
Machine Learning Manager - PF&O (Recommendations & Forecasting)
Company: Reddit
Location: Remote
Posted Nov 18, 2025
Reddit is building a first-class ads platform with new products to connect advertisers with passionate communities. The Advertiser Optimization org is driving this by building autobidding and conversion-based products. The PFampO team is building advertiser and sales tools, including ML systems and data-driven recommendations.
Senior Frontend Developer
Company: Clearview
Location: Remote
Posted Nov 18, 2025
Clearview is a remote-first distributed software company that helps startups and scaling companies build products and grow their engineering teams. They offer unparalleled flexibility, paid skill expansion, coworking or home office optimization budget, local meetup budget, and annual summits. They nurture a culture built on trust, collaboration, and personal growth, and are looking for exceptionally strong Senior Frontend Developers with an independent mindset.
Backend Developer (Node.js)
Company: Clearview
Location: Remote
Posted Nov 18, 2025
Clearview is a remote-first distributed software company that helps startups and scaling companies build products and grow their engineering teams. They offer unparalleled flexibility, paid skill expansion, coworking or home office optimization budget, local meetup budget, and annual summits. They nurture a culture built on trust, collaboration, and personal growth, empowering employees to take ownership.
Senior DevOps Engineer
Company: Marketerx
Location: USA
Posted Nov 18, 2025
The company is seeking a highly experienced Senior DevOps Security Engineer to join their founding engineering team. The role involves architecting a resilient, scalable, and secure foundation for their autonomous marketing platform, with a focus on building world-class cloud infrastructure, automating CI/CD pipelines, implementing comprehensive security measures, enabling hypergrowth, and driving intelligence-led operations. The ideal candidate is a seasoned DevOps or SRE professional with a security-first mindset and expertise in cloud platforms, containerization, and Infrastructure as Code.
Senior DevOps Engineer
Company: Fortive
Location: Remote
Posted Nov 18, 2025
The text describes a highly skilled DevOps engineer with extensive experience in Azure infrastructure management, automation, and cloud services. The engineer is proficient in various tools and technologies, including Terraform, ARM templates, Kubernetes, CI/CD pipelines, monitoring solutions, and security best practices. They have a strong background in cloud environments, Agile methodologies, and collaboration with cross-functional teams.
Quality Manager
Company: Invisible Technologies
Location: Remote
Posted Nov 18, 2025
The job description highlights a role focused on maintaining high standards in AI operations through collaboration with industry leaders, process optimization, and quality assurance strategies. It emphasizes competitive compensation and opportunities to shape AI standards.
Sr. Big Data Engineer
Company: Databricks
Location: Remote
Posted Nov 18, 2025
This job description outlines a Sr Big Data Engineer role focusing on client engagements with big data challenges using Databricks Platform. The position requires expertise in Apache Spark, Kafka, cloud technologies, and experience with data engineering and architecture consulting for transformative big data projects.
Javascript Developer
Company: Clearview
Location: Remote
Posted Nov 18, 2025
Clearview is a remote-first distributed software company that helps startups and scaling companies build products and grow their engineering teams. They offer unparalleled flexibility, paid skill expansion, coworking or home office optimization budget, local meetup budget, and annual summits. The company values trust, collaboration, and personal growth, and empowers employees to take ownership. They seek fluent English speakers with strong communication skills, proactive time management, and expertise in JavaScript/TypeScript, Node, MongoDB, MySQL, PostgreSQL, and automated testing.
Specialist, Trust & Safety Policy - Legal Removals Policy (Intellectual Property)
Company: Reddit
Location: Remote
Posted Nov 18, 2025
Reddit is seeking an experienced Legal Removal Policy Specialist to support their Trust & Safety Policy team in Singapore. The role requires at least 3+ years of relevant experience in Trust & Safety, specifically handling copyright, trademark, and other IP-related legal removal requests. The ideal candidate should have native Indonesian and/or Hindi language expertise, XFN experience working with other Trust & Safety issues, excellent communication skills, and a proactive, self-starting attitude.
Staff Engineer - Payments
Company: TrueML
Location: Remote
Posted Nov 18, 2025
TrueML is a mission-driven financial software company that aims to create better customer experiences for distressed borrowers. They use machine learning to engage customers digitally and adjust strategies in real time. The company values diversity and inclusion, and offers a range of benefits and perks to employees.
Tech Lead / Manager - AI Evaluation Science
Company: Diligent Robotics
Location: Remote
Posted Nov 18, 2025
The company is developing AI-powered humanoid robots to work alongside humans in various environments. They are seeking a Tech Lead Manager for AI Evaluation Science to lead a team responsible for measuring and validating the performance of their AI systems in real-world scenarios. The role involves defining metrics, building evaluation pipelines, and ensuring the robots meet high standards for safety, reliability, and human trust.
NetSuite Functional Analyst
Company: Fortive
Location: Remote
Posted Nov 18, 2025
The text describes the role of a NetSuite Functional Analyst, highlighting responsibilities such as solution design, customization, integrations, data management, security, training, and documentation. It also lists required skills, certifications, and experience.