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 Data Scientist
Company: Platform Science
Location: USA
Posted Dec 07, 2025
Platform Science is an open IoT platform founded in 2015 that partners with fleets, application developers, vehicle manufacturers, and equipment providers in the transportation industry. They are seeking a Staff Data Scientist to process large amounts of raw data into strategic insights and lead the evaluation, design, and implementation of machine learning models and statistical analyses to support key business objectives.
Sr Manager - Solutions Engineering
Company: Twilio
Location: Singapore
Posted Dec 07, 2025
Twilio is seeking a Sr Manager of Solutions Engineering to lead a team in their Communications business. The role involves partnering with sales, cross-functional collaboration, building programs, attracting and developing talent, and leading technical strategy. The ideal candidate has 7+ years of SaaS/CPaaS experience, 3+ years of leadership, and strong communication skills.
Senior Platform Engineer - ML Data Systems
Company: Khan Academy
Location: USA
Posted Dec 07, 2025
Khan Academy is a nonprofit organization with a mission to provide free, world-class education to anyone, anywhere. They offer high-quality learning content and practice for PreK-12th grade and early college core academic subjects, focusing on math and science. The company values diversity, equity, inclusion, and belonging, and is committed to improving learning outcomes for students worldwide, especially those in historically under-resourced communities. They are looking for an ML Data Engineer to evolve their evaluation dataset tools to meet the growing platform needs of AI-based tutoring.
Senior/Staff Content Designer
Company: Grow Therapy
Location: USA
Posted Dec 07, 2025
The job posting is for a Senior Staff Content Designer role at Grow Therapy. The role involves crafting clear, inclusive, and trustworthy product experiences across client and provider products. The ideal candidate will have 6+ years of content design/UX writing experience, a strong portfolio, and expertise in UX writing, content strategy, and systems thinking. The role requires collaboration with cross-functional teams, including product design, research, and operations, to define messaging, craft value propositions, and shape content systems. The position offers a competitive base compensation and can be hybrid or fully remote.
Senior Software Engineer - Fullstack
Company: Webflow
Location: Argentina
Posted Dec 07, 2025
Webflow is building the world's leading AI-native Digital Experience Platform as a remote-first company. They are expanding their engineering team in Argentina to work on new products and features. The role is for a Senior Software Engineer Fullstack to design and implement scalable backend services and APIs using technologies like Node.js, TypeScript, MongoDB, and AWS.
Principal Software Engineer - Payroll
Company: Gusto, Inc.
Location: USA
Posted Dec 07, 2025
The role is for a Principal Engineer to lead the development of Gusto's flagship Payroll product. The position involves designing, building, and scaling backend systems, collaborating with cross-functional teams, and mentoring engineers. The ideal candidate has 15+ years of experience, expertise in building resilient systems, and a collaborative mindset.
Senior Frontend Web Engineer - Compliance Engineer
Company: Reddit
Location: USA
Posted Dec 07, 2025
Reddit is a platform that brings community and belonging to people worldwide through various interest-based communities. The company is launching a Compliance Engineering team to ensure their platforms meet evolving regulatory requirements and maintain trust. The role involves shaping the future of Reddit, partnering with teams, and leading initiatives critical to the business and platform integrity.
Lead AI Engineer
Company: Upwork
Location: USA
Posted Dec 07, 2025
Upwork is a global work marketplace connecting businesses with skilled independent talent. The company offers AI-powered solutions and enables companies to scale, innovate, and build agile teams. The job description is for a Lead AI Engineer position on the Data Platform & Services team, focusing on building AI-powered systems for data engineering, analytics, and product evolution.
Senior Software Engineer - Developer Tools, Poe
Company: Quora
Location: USA
Posted Dec 07, 2025
Quora seeks engineers to join their remote team, focusing on Poe's AI platform. The role involves building tools for developers, with a culture of collaboration and innovation. Benefits include competitive pay, remote work, and equity.
Senior/ Staff ML Engineer - Recommendations Systems
Company: Grow Therapy
Location: USA
Posted Dec 07, 2025
The company is seeking a machine learning engineer with experience in search and personalization to design, develop, and deploy a scalable search ranking algorithm. The role involves collaborating with data scientists, implementing machine learning models, and working cross-functionally with various teams.
Software Engineer - Lua
Company: Vercel
Location: USA
Posted Dec 07, 2025
The role involves scaling CDN services, collaborating with teams, and optimizing performance. Requirements include Lua expertise and HTTP knowledge. Benefits include competitive pay, healthcare, and flexible work arrangements.
QA Engineer II
Company: Outliant
Location: Philippines
Posted Dec 07, 2025
Ignite Visibility, an award-winning digital marketing agency, seeks a QA Engineer II to contribute to innovative projects. The role involves testing strategies, automation, and collaboration in a dynamic environment with competitive benefits.