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 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.
Machine Learning Engineer - Search and Answers
Company: Reddit
Location: Remote
Posted Dec 05, 2025
Reddit is a large online community with over 100,000 active communities and 101 million daily active users. The Search and Answers team focuses on delivering relevant results and recommendations through search and AI-powered products like Reddit Answers. The company is offering a remote-friendly role for Machine Learning Engineers to work on search retrieval, ranking models, query understanding, and generative AI workflows.
AI Solutions Director
Company: Nearform
Location: Ireland
Posted Dec 05, 2025
Nearform is seeking an AI Solutions Director to lead the development of AI-enabled solutions for enterprise clients. The role involves strategic partnering, client insight, presales leadership, solution design, delivery alignment, storytelling, and practice growth. The ideal candidate should have 12+ years of experience in software engineering and technical leadership, hands-on experience with AI technologies, and strong communication skills.
Senior Software Engineer
Company: Cloudbeds
Location: Remote
Posted Dec 05, 2025
The job posting is for a Senior Software Engineer position at Cloudbeds, a company on a mission to power every property in the world. The role involves designing and delivering core features for customers, working with the Product team and other engineers to deliver high-scale, performant features rapidly. The ideal candidate should have experience with PHP or Java, relational databases, event-driven microservices, REST APIs, and secure software engineering concerns. The company values teamwork, time management, and data-driven decision-making.
Software Engineer - Python - Cloud - graduate level
Company: Canonical
Location: Remote
Posted Dec 05, 2025
Canonical is a leading provider of open source software and operating systems, with a focus on Ubuntu. The company is hiring a Software Engineer to develop, test, and release improvements to Ubuntu on public clouds. The role requires quality-oriented software engineering in Python, experience with Ubuntu Linux systems administration, and a passion for the Ubuntu project and its values.
Sourcing & Production Specialist | Chinese Speaking
Company: Trafilea
Location: USA
Posted Dec 05, 2025
Trafilea is a dynamic and innovative tech e-commerce group operating multiple direct-to-consumer brands in the intimate apparel and beauty sectors. They focus on using data-driven strategies to scale their businesses and have their own online community promoting body positivity. Trafilea is committed to creating high-quality products and services that enhance the customer experience and drive long-term growth. They are looking for a Sourcing & Production Specialist to strengthen vendor partnerships, streamline production terms, and drive operational excellence across apparel categories.
Senior Product Designer - Benefits
Company: Gusto, Inc.
Location: Canada
Posted Dec 05, 2025
Gusto is hiring a Senior Product Designer to design agentic benefits experiences using AI. The role involves shaping AI-powered experiences, partnering with cross-functional teams, and leading design across multiple surfaces. Gusto is an AInative company focused on creating intelligent, human-centered experiences for small businesses.
AI Architect
Company: Daxko
Location: Remote
Posted Dec 05, 2025
Daxko is a company that focuses on powering wellness to improve lives by providing solutions for health and wellness facilities. They are seeking an AI Architect to define their vision, lead architectural strategy, and integrate AI into their products and platforms. The role involves setting the companywide AI architecture blueprint, establishing best practices, driving strategy, enabling reusability, collaborating with cross-functional teams, championing governance, innovating, educating, and representing the company externally.
Senior Full-Stack Engineer
Company: Red Cell Partners
Location: Remote
Posted Dec 05, 2025
The role is for a Red Cell FullStack Software Engineer to design and develop the founding codebase for early-stage incubation companies. The role involves collaborating with cross-functional teams, building rapid prototypes, designing robust application frontends, and maintaining websites using Webflow and WordPress. The ideal candidate has 5+ years of full-stack experience, knowledge of frontend technologies, cloud-based solutions, and database systems.
Senior Product Marketing Manager - Inky
Company: Kraken
Location: Remote
Posted Dec 05, 2025
Kraken is a mission-focused crypto company with a world-class team dedicated to accelerating global adoption of crypto for financial freedom and inclusion. They offer premium products for traders, institutions, and newcomers, and are committed to industry-leading security, education, and client support. The Lead Product Marketing Manager role involves driving product marketing strategy, GTM execution, campaign leadership, lifecycle marketing, product positioning, cross-functional collaboration, performance measurement, and thought leadership.
Senior Software Engineer (Backend)
Company: Canonical
Location: Remote
Posted Dec 05, 2025
Canonical seeks a Senior Staff Lead Engineer to shape open-source collaboration. The role involves architecting systems, mentoring teams, and traveling globally. Benefits include remote work, learning budgets, and competitive compensation.
Sr. Fullstack Engineer II - Khan Kids
Company: Khan Academy
Location: USA
Posted Dec 05, 2025
Khan Academy seeks a Senior Software Engineer to build educational tools, offering competitive salaries, remote flexibility, and a mission-driven environment. The role involves fullstack development for educational platforms with opportunities to impact global learning.
Enterprise Project Manager
Company: Canonical
Location: Remote
Posted Dec 05, 2025
Canonical is a leading provider of open source software and operating systems, with a focus on enterprise initiatives such as public cloud, data science, AI engineering, and IoT. The company is founder-led, profitable, and growing, with a globally distributed team that meets in person a few times a year. Canonical is hiring an Enterprise Project Manager to ensure project success through owning, driving, communicating, and engaging stakeholders while managing risks.