The terms that appear most in postings for a given role, how to structure the resume, and what tends to go wrong. Then check your own against a real posting.
Senior Software Engineers lead the design, development, and delivery of scalable software systems. They mentor junior developers, collaborate across teams, and drive architectural decisions.
DevOps Engineers bridge development and operations, building CI/CD pipelines, managing cloud infrastructure, and ensuring system reliability at scale.
Full Stack Developers build end-to-end web applications, working across frontend UI, backend APIs, and database layers with strong ownership of complete features.
Software Architects define high-level technical structures, select technologies, and establish coding standards to guide development teams in building scalable, maintainable systems.
AI Engineers build production AI systems, integrate LLMs into applications, develop AI pipelines, and deploy intelligent features at scale using modern AI tooling.
Product Managers own the product vision, strategy, and roadmap. They work at the intersection of business, technology, and design to deliver products users love.
Senior Product Managers drive complex product initiatives, lead large cross-functional teams, and own significant product lines with measurable business impact.
UX Designers create intuitive, user-centered digital experiences through research, wireframing, prototyping, and iterative design validated by user data.
Data Scientists extract actionable insights from complex datasets, build predictive models, and communicate findings to drive business decisions.
Data Analysts transform raw data into business insights using SQL, Excel, and visualization tools to support strategic decisions across the organization.
ML Engineers design, build, and deploy machine learning systems at scale, bridging the gap between data science research and production software engineering.
Business Analysts bridge the gap between business stakeholders and technical teams, translating requirements into actionable specifications and measuring outcomes.
Project Managers plan, execute, and close projects on time and within budget, coordinating teams and stakeholders to deliver measurable outcomes.
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