The career atlas

Designs and builds the server-side logic, databases, and APIs that power applications behind the scenes.

Designs secure, scalable, cost-effective cloud infrastructure and guides teams through cloud adoption and migration.

Automates how software is built, tested, and deployed — owning CI/CD pipelines, cloud infrastructure, and reliability tooling.

Leads software teams — growing engineers, shaping technical direction, and delivering results through others.

Builds the user-facing side of websites and web applications, turning designs into fast, accessible, interactive experiences.

Works across the entire web stack — from databases and APIs to polished user interfaces — and ships complete features end to end.

Builds native and cross-platform mobile apps for iOS and Android, from UI to device APIs to app store releases.

Builds automated test suites and quality processes that let teams ship quickly without breaking things.

Keeps large-scale systems fast and reliable by combining software engineering with operations: SLOs, observability, automation, and incident response.

Builds applications on top of large language models and generative AI — prompting, retrieval, evaluation, and AI product integration.

Turns raw data into insights that drive business decisions, using SQL, spreadsheets, dashboards, and clear storytelling.

Builds and maintains the pipelines, warehouses, and platforms that move and shape data reliably at scale.

Applies statistics, machine learning, and experimentation to extract predictions and deep insights from data.

Takes machine learning models from notebook to production — building training pipelines, serving infrastructure, and monitoring.

Plans and runs campaigns across search, social, email, and content channels — and proves their impact with data.

Owns what gets built and why — discovering customer problems, prioritizing solutions, and aligning teams around outcomes.

Explains complex technical concepts clearly — writing docs, tutorials, and API references that developers and users rely on.

Designs digital products people love — researching user needs, structuring flows, and crafting polished, usable interfaces.

Defends organizations from threats — monitoring systems, investigating alerts, and hardening security posture.

Records daily financial transactions, reconciles accounts, and keeps small-business books accurate and audit-ready.

Bridges business and technology — analyzing processes, gathering requirements, and recommending data-backed improvements.

Analyzes financial data and builds models and forecasts that guide budgeting, planning, and investment decisions.

Keeps the business running smoothly — optimizing processes, managing budgets and vendors, and leading day-to-day execution.

Plans, coordinates, and delivers projects on time and on budget — managing scope, risks, and people along the way.

Uses data to optimize inventory, sourcing, and logistics — finding cost savings and reliability across the supply chain.

Owns deals from discovery to close — running demos, navigating stakeholders, and negotiating contracts that hit quota.

Helps customers get lasting value after the sale — driving onboarding, adoption, renewals, and expansion.

Opens doors for the sales team — researching prospects, running outbound outreach, and booking qualified meetings.

Supports the full employee lifecycle — onboarding, benefits, employee relations, compliance, and HR operations.

Applies data analysis to workforce questions — hiring funnels, retention, engagement, and compensation equity.

Finds and lands great candidates — sourcing talent, guiding interviews, and closing offers with hiring managers.

Delivers engaging training in classrooms and virtual sessions — turning curriculum into skills people actually use.

Designs effective learning experiences — applying learning science to build courses, e-learning modules, and assessments.

Leads learning and development programs — aligning training strategy with business goals and measuring its impact.

Manages and quality-checks clinical and research data — from EHR extracts to study databases and reports.

Runs the business side of care delivery — managing staff, budgets, compliance, and operations for clinics and health systems.

Translates patient care into standardized codes and clean claims — keeping providers compliant and reimbursed.

Writes words that sell — ads, landing pages, emails, and brand voice that turn attention into action.

Brings graphics to life with animation — title sequences, explainers, and brand motion across screens.

Shapes raw footage into polished stories — cutting, color, sound, and pacing for brands, creators, and film.