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.

Staff Software Engineer

Company: Gusto, Inc.

Location: Canada

Posted Dec 03, 2025

Gusto seeks seasoned software engineers to develop customer-facing products, mentor teams, and scale large applications. Requirements include Ruby on Rails experience, AI tool proficiency, and collaboration with cross-functional teams. Compensation ranges from $163k to $247k annually.

Founding Technical ISV Alliance Lead

Company: Hightouch

Location: North America

Posted Dec 03, 2025

The role is a high-leverage, high-agency position focused on scaling Hightouch's partner-sourced revenue through technical alignment with Snowflake, Databricks, GCP, and the broader MarTech and AdTech ecosystem. The ideal candidate has 5+ years of experience in solutions engineering, product, or GTM roles at data infrastructure, MarTech, or AdTech companies, with a strong grasp of the modern data stack and hands-on technical fluency with SQL and cloud data warehouses.

Golang Engineering Manager - Commercial Systems

Company: Canonical

Location: EMEA

Posted Dec 03, 2025

Canonical is a leading provider of open-source software and operating systems for global enterprise and technology markets. The company is hiring a Golang Engineering Manager to lead a team of software engineers working in Golang and develop internal products. The role involves accountability for design and development, leading a team, developing skills of direct reports, and seeking improvements to established processes. The company offers a distributed work environment, personal learning and development budget, annual compensation review, recognition rewards, and other benefits.

Lead Fraud Operations Analyst

Company: Apollo.io

Location: Canada

Posted Dec 03, 2025

The Sr Fraud Operations Analyst role involves complex fraud investigations, identifying vulnerabilities, designing procedures, and training teams. The ideal candidate should have 5+ years of experience, strong SQL skills, familiarity with fraud concepts, and the ability to work independently and collaboratively.

Lead Software Engineer - Content Ingestion

Company: Muck Rack

Location: USA

Posted Dec 03, 2025

The job posting is for a Lead Software Engineer to join the Content Ingestion team. The role involves designing and evolving systems to transform unstructured data into valuable insights for customers. The ideal candidate should have 8+ years of experience, expertise in Python and web frameworks, experience with microservices and streaming technologies, and a collaborative mindset.

Sales Manager

Company: Cloudbeds

Location: UK

Posted Dec 03, 2025

The role is a Sales Manager position at Cloudbeds, focusing on expanding the company's presence in the UK. The role involves identifying new business opportunities, building relationships with prospects, and showcasing Cloudbeds' SaaS solutions in the hospitality space. The position requires a self-motivated, results-oriented mindset with experience in selling technology solutions to the hotel or hospitality industry.

Customer Success Manager, Mid-Market

Company: Muck Rack

Location: USA

Posted Dec 03, 2025

The role of a MidMarket Customer Success Manager at Muck Rack involves driving growth, securing renewals, and managing a book of business ranging from $17 to $2 million in annual contract value. The ideal candidate should have 1-3 years of experience in Customer Success or Account Management within a B2B SaaS environment, expertise in overseeing the entire customer lifecycle, and strong communication skills. Success will be measured by quarterly revenue goals, customer health scores, and customer success KPIs.

Senior Product Manager - Enterprise

Company: Typeform

Location: USA

Posted Dec 03, 2025

This job posting highlights a Senior Product Manager role focused on enterprise opportunities, collaboration with cross-functional teams, and delivering high-impact capabilities. The position emphasizes strategic execution, customer-centric solutions, and driving product growth through technical and commercial expertise.

Lead Fraud Operations Analyst

Company: Apollo.io

Location: Argentina

Posted Dec 03, 2025

This job description outlines a Sr Fraud Operations Analyst role requiring expertise in fraud investigations, SQL, and cross-team collaboration. The position emphasizes problem-solving, independent work, and remote capabilities, with a focus on fraud vulnerability analysis and training customer-facing teams.

Lead Fraud Operations Analyst

Company: Apollo.io

Location: Mexico

Posted Dec 03, 2025

This job description outlines a Sr Fraud Operations Analyst role focused on fraud investigations, vulnerability analysis, and team training. The position requires technical skills in SQL, data analysis, and fraud rule development, along with strong communication and problem-solving abilities. Ideal candidates should have experience in fraud investigations, familiarity with chargebacks and ACH processes, and a proactive approach to independent problem-solving.

Manager - Enterprise Sales

Company: Figma

Location: USA

Posted Dec 03, 2025

Figma is seeking a Manager Enterprise Sales to join their dynamic team. The role involves leading a team of Account Executives, participating in customer meetings, assisting in training and development, shaping sales processes, and delivering weekly forecast meetings. The ideal candidate should have 7+ years of sales experience, 2+ years of management experience, and a proven track record of leading successful sales teams. Figma offers a competitive compensation package and benefits.

Lead Fraud Operations Analyst

Company: Apollo.io

Location: USA

Posted Dec 03, 2025

This job description outlines the role of Lead Fraud Operations Analyst at Apollo, requiring technical leadership in fraud investigations, cross-functional collaboration, and expertise in fraud detection systems. It details responsibilities, required skills, and compensation details.

Frequently Asked Questions

What are the typical salary ranges for Critical For Us To Understand roles by seniority?
<p><strong>Junior:</strong> $70‑$90k</p><p><strong>Mid‑Level:</strong> $90‑$120k</p><p><strong>Senior:</strong> $120‑$160k</p><p><strong>Lead/Director:</strong> $160‑$200k</p>
What skills and certifications are most valuable?
<p><strong>Technical:</strong> Python, R, SQL, Tableau, Power BI, AWS Data Analytics, GCP BigQuery.</p><p><strong>Certifications:</strong> ISO 27001 Lead Implementer, CCA (Certified Compliance & Ethics Professional), GDPR Practitioner, AWS Certified Data Analytics Specialty.</p>
Is remote work common in this category?
<p>Many companies offer full‑remote or hybrid options. Tech firms, FinTechs, and government contractors frequently support remote teams, provided secure data access and compliance controls are in place.</p>
What career progression paths exist?
<p>Start as a <strong>Policy Analyst</strong> or <strong>Data Analyst</strong>, advance to <strong>Senior Analyst</strong>, then to <strong>Lead Analyst</strong> or <strong>Manager of Data Governance</strong>, and finally to <strong>Director of Compliance & Data Strategy</strong> or <strong>Chief Data Officer</strong>.</p>
What industry trends are shaping Critical For Us To Understand roles?
<p>RegTech adoption, AI ethics frameworks, real‑time data compliance, and the rise of causal inference models for policy impact analysis are driving demand. Companies increasingly invest in automated policy monitoring tools and cross‑functional data‑policy teams.</p>

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