\r\n
Job- or Project-Specific Technical Skills Summary
\r\nSome tech resumes provide a skills summary with each project and previous job. Summarize the entire tech stack for the reader, which frees up space in your bullets to focus on specific achievements and/or milestones for the job/project.
\r\nExample 1:
\r\nNull table back-end design and implementation for a restaurant reservation app.
\r\nTech Stack: React, Express, Node.js, NGINX, Webpack, Redis, PostgreSQL, Docker, AWS-EC2
\r\nExample 2:
\r\nUsed scikit-learn to build gradient boosting models for forecasting monthly product sales. Final model achieved 34% higher prediction accuracy than the existing algorithm with an expected saving of $1.3M in inventory cost over the last year period. Technologies used: Python, scikit-learn, NumPy, pandas, gradient boosting, random forests
\r\nThe tech stack summary serves two purposes. It helps increase your keyword SEO count for ATS systems. It is also a quick reference point for the tech stack used in each project.
\r\nSpace permitting, include a tech stack summary for each project and job to help connect the dots for the reader. The list of technologies used is typically signaled by starting the line with a phrase such as, “technologies used” or “technology stack”. The list is located either at the beginning of the job or project description, or at the end.
\r\nProfessional Summary (Optional)
\r\nWriting a professional summary is an optional component of your resume, though it is important to include when switching careers. For example, if you have been an analyst, and are applying for data science positions now that you’ve upgraded your skills, a professional summary will help contextualize your career transition.
\r\nThe professional summary is located at the top of the resume, and is used to summarize your relevant expertise, experience and skills. Include at least one example of a significant achievement, which brands you as a working professional that strives for achievement.
\r\nConcisely describing an achievement also conditions the reader to search for more examples of achievements. If you have successfully written bullet point achievements for each of your jobs and projects, they will “pop” for the reader with a preview in the professional summary.
\r\nThe professional summary is easiest to write last -- write the rest of your resume first, then come back to write your professional summary as a last step. Your summary should focus on you as a candidate and a person. Employers are interested in learning about who you are as a potential candidate, what motivates you, and what you have to offer.
\r\nStandard Template For A Professional Summary:
\r\nProfessional Summary Example:
\r\nData Scientist with a background in digital media, corporate social responsibility, international development, and gender equality. Skilled researcher with experience in machine learning algorithms, data processing tools, and statistical models. Earnestly enjoys asking creative questions of data and gleaning actionable insights.
\r\nIn his over 20 year career, James Van has helped thousands find their next job. James began his career as a technical recruiter in Silicon Valley and San Francisco. After nine years of recruiting, James completed his Masters in Counselor Education at San Jose State University and transitioned into career counseling and coaching. James has supported the career growth of his students at institutions such as UC Berkeley, Hult International Business School, and Galvanize. He recently joined SoloLearn , a self-paced earn-to-code platform providing excellent technical instruction. In his personal hours, James enjoys spending his time with his family, windsurfing, surfing, and cycling.
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