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Ask the library about workforce, startup, and technology trends
Answers come only from resources in this hub, with the sources listed underneath.
Jesse Buchsbaum, Michael Greenstone and Olga Rostapshova test whether making it easier to start studying economics changes outcomes for underrepresented students (AEA Papers and Proceedings, May 2026).
Why I recommend it: The authors call this preliminary evidence, so the findings may change as more results come in.
The fourth global online PyLadies conference, 5-7 December 2026, free and run across multiple timezones in English, Spanish, Portuguese, German, Japanese and Chinese. Tutorials, open-source sprints with project maintainers, panels on Python and career growth, open spaces and networking.
Details: Free, online and explicitly welcoming to first-time speakers and first-time open-source contributors, with no prior experience required. Runs on Discord to keep the barrier low; the sprints are the fastest honest route to a first real contribution.
A free job board run by the National Urban League, listing openings from employers who have committed to hiring diverse talent — skilled trades, utilities, engineering, healthcare and office roles across the US. Each listing shows the employer, the city and the date it was posted, and you apply through the board.
Why I recommend it: Free to browse and free to create an account. Check the posted date before you spend time on a listing — some sit for months. If a role interests you, look up the same job on the company's own careers page too, since that is usually where the application actually gets read.
HubSpot program with live sessions, workshops and networking designed to help first-generation professionals break barriers entering the tech industry.
From the site: Live sessions, workshops, and networking designed to help first-gens break barriers entering the tech industry.
Sponsors for Educational Opportunity's answers on who qualifies, what the application asks for and how the interview process runs for its free career program for underrepresented students.
From the site: SEO USA CAREER | Apply & FAQ | An internship with SEO Career can change your life. Find out if you qualify and apply.
Why I recommend it: Read the FAQ before the application form — it tells you what the interview actually tests, which is not what the form implies.
A job platform and community focused on connecting women and underrepresented professionals with employers, plus free virtual events and hiring summits.
Why I recommend it: Their free virtual hiring events put you in front of recruiters directly, which beats another application in a queue.
Professional networking group and forum connecting technology and sustainability professionals from African diaspora, African, Latino, Asian and Pacific Islander, Indigenous, Middle Eastern, and South Asian backgrounds.
Why I recommend it: Sustainability plus tech is one of the clearest growth lanes right now. Show up to a few events before you need anything.
Oakland-based nonprofit that trains young people of color in web development, digital marketing, and tech career pathways through paid bootcamps and real client projects for local small businesses.
Why I recommend it: Paid training plus real clients is a rare combination. If you are young and in the Bay Area, this is a door worth knocking on twice.
Community empowering future biotech and life sciences leaders of color through events, industry connections, and career programming at the intersection of science and technology.
Why I recommend it: Biotech hiring runs on introductions. Communities like this are where those introductions actually happen.
Baddies in Tech is a global community on a mission to advance the careers of black and brown women in tech through education and empowerment.
From the site: Baddies in Tech is a global community on a mission to advance the careers of black and brown women in tech through education and empowerment.
Why I recommend it: A community resource for women of color entering or advancing in tech careers.
