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 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.
Senior Analytics Engineer
Company: Earnest
Location: USA
Posted Nov 21, 2025
This job description outlines a Senior Analytics Engineer role requiring expertise in data transformation, collaboration with cross-functional teams, and development of scalable data models. Key responsibilities include ensuring data reliability, using tools like dbt and Looker, and working with cloud platforms. The position demands experience in fintech, AWS services, and SQL.
Senior Graphic Designer & Videographer
Company: Grafana Labs
Location: USA
Posted Nov 21, 2025
Grafana Labs is seeking a versatile visual designer and video producer to transform complex ideas into clear, compelling stories. The role involves driving video and design projects, empowering teammates, adding production and design value, and creating content for events and GTM programs. The ideal candidate should have a portfolio of videos, slide decks, and visual assets that communicate technical concepts, significant experience designing high-impact digital or marketing solutions for SaaS B2B or technical products, and proficiency in video editing and production.
Senior Cloud Security Engineer
Company: ExtraHop
Location: USA
Posted Nov 21, 2025
ExtraHop is seeking a Senior Product Security Engineer to build and operate a security program for their cloud services and infrastructure. The role involves implementing and operating security tools, developing standards, performing threat modeling and code reviews, managing vulnerability management processes, and participating in incident response activities. The ideal candidate should have experience securing cloud environments, modern computing infrastructure, and container technologies.
Product Marketing Manager
Company: Newsela
Location: USA
Posted Nov 21, 2025
The Product Marketing Manager for Newsela's Social Studies and STEM products will lead go-to-market strategies, positioning, messaging, and cross-functional execution. They will partner with Product, Sales, Content, and Marketing teams to drive product adoption, support revenue growth, and represent the voice of educators and district decision-makers throughout the product lifecycle.
Senior Recruiter
Company: Kraken
Location: Europe
Posted Nov 21, 2025
Kraken seeks experienced recruiters to join their global, mission-driven team focused on crypto innovation and financial inclusion. The role involves shaping recruitment strategies, collaborating with stakeholders, and driving talent acquisition in a remote, high-paced environment. The company emphasizes merit-based hiring, diversity, and opportunities to impact the crypto industry.
Portfolio Transaction Manager
Company: Truehold
Location: USA
Posted Nov 21, 2025
The Portfolio Transaction Manager role involves overseeing and executing real estate transactions across a property portfolio, ensuring accuracy, compliance, risk mitigation, and operational excellence. Key responsibilities include end-to-end execution, coordination with internal teams and external partners, maintaining accurate records, identifying risks, leading diligence reviews, driving continuous improvement, and ensuring regulatory compliance. The role requires extensive experience in real estate transactions, strong organizational and analytical skills, and excellent communication abilities.
Distributed Systems Engineer (L5) - Cloud Gateway
Company: Netflix
Location: USA
Posted Nov 21, 2025
Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The Application Networking Group is seeking an experienced engineer to join their team and work on the cloud platform's communication backbone. The role involves designing, developing, and integrating functionality to enhance security, observability, and resilience for traffic traversing the cloud.
Integration Engineer - Client Experience
Company: TrueML
Location: USA
Posted Nov 21, 2025
The job posting is for a client-facing Integration Engineer role within the Client Experience team. The role involves designing and building custom integrations, improving operational efficiency, and providing technical support. The ideal candidate should have a bachelor's degree in a related field, 5+ years of experience in a technical role, expertise in Python and Golang, and experience with cloud-based technologies and API integrations.
Senior Manager - Sales Incentive Compensation
Company: Netflix
Location: USA
Posted Nov 21, 2025
Netflix is expanding its ads-supported tier globally and seeking a Senior Manager Sales Incentive Compensation Ops Leader to shape this new business area. The role involves designing and implementing sales incentive solutions, developing systems and operational roadmaps, and analyzing sales incentive plan effectiveness. The ideal candidate should have 10+ years of experience in sales incentive compensation, including 5+ years in the advertising industry, and a proven track record of driving complex solutions in dynamic sales environments.
Assistant Director - Product Research
Company: Liberty Mutual Insurance
Location: USA
Posted Nov 21, 2025
The Personal Lines Property & Specialty Program Delivery team is seeking a Consultant or Assistant Director to lead the development and execution of pricing program rollouts. The role involves managing end-to-end state program launches, conducting complex analysis, and supporting continuous improvement. The ideal candidate will have advanced project management skills, technical aptitude, and experience in insurance pricing.
Manager/Director of Strategic Partnerships
Company: Aria Systems
Location: USA
Posted Nov 21, 2025
Aria Systems is seeking a full-time Manager/Director of Strategic Partnerships to drive channel sales and revenues with existing strategic partners like ServiceNow and Salesforce. The role involves building and maintaining strong partner relationships, managing partner accounts, collaborating with internal teams, and developing strategic plans to expand the company's partnership ecosystem. Aria offers a flexible, rewarding work environment with competitive salaries, benefits, and stock options.
Analytics Engineer (L5) - Simulator (Pricing)
Company: Netflix
Location: USA
Posted Nov 21, 2025
Netflix is a leading entertainment service with over 300 million paid memberships worldwide. They launched an ads-supported tier in November 2022 and are building an in-house ad tech ecosystem. The Core Ads Algorithms team focuses on developing data-driven solutions for ad personalization and delivering relevant ad experiences to members while driving results for advertisers.