r/cscareerquestions ·Monday, December 29, 2025

A Reddit user on r/cscareerquestions asks what junior developers are expected to know about AI and programming with AI in companies that utilize AI tools, noting they personally don't use much AI due to cost constraints. The post seeks insights from the community about industry expectations for entry-level developers regarding AI integration and practical knowledge in professional settings.

A Reddit user on r/cscareerquestions asked individuals who switched to computer science/software engineering after having a different career whether their previous experience was beneficial. The post specifically targeted those who returned to school for a CS degree, seeking insights into how their prior professional background influenced their new career path. Respondents shared diverse previous careers and reflected on the transferable skills and perspectives gained.

A third-year computer science student at a UK university expresses uncertainty about career preparation, concerned that their general skills may not meet specific job requirements. They seek advice on whether to specialize in a particular sector or remain well-rounded early in their career, especially given the rapid changes in technology like AI and personal uncertainty about interests. The student highlights the challenge of choosing a focus without clear knowledge of job roles or personal preferences, aiming to balance employability with long-term career satisfaction.

A software engineer with one year of experience at a small company has gained exposure to various areas including backend, frontend, AI, and CICD/DevOps, but feels they lack deep expertise in any single domain. They enjoy CICD/DevOps work, particularly Kubernetes, and are considering specializing in this area. However, they are uncertain because their current role doesn't offer significant DevOps opportunities, and job listings they're interested in often prioritize Go programming language. The engineer is seeking guidance on whether to pursue DevOps/Kubernetes mastery or focus on Go development for career advancement.

A career changer from biotech, who transitioned to tech via a bootcamp after a layoff, is debating whether to complete an online Master's in Software Engineering. They started the program to deepen their technical knowledge but stopped after one year due to burnout while working. Now considering finishing mainly to avoid leaving things incomplete, they question the degree's value in the current U.S. job market and are exploring scholarships to reduce costs. The post reflects uncertainty about the return on investment for formal education in tech.

A fourth-year computer science engineering student in India is facing a career dilemma between pursuing their passion for UI/UX and graphic design, where they feel gifted, and sticking with web development due to their academic background. While they enjoy design work, they worry about its long-term career prospects. Conversely, they have internship experience in web development but don't enjoy programming much and feel unmotivated by the current industry state. The student feels pressured by societal expectations that CS graduates should program, but wants to follow their design passion while ensuring decent work-life balance and financial stability by their 30s.