A Columbia University-hosted benchmark that tests AI agents on reverse engineering complex binary software. The page reports results from evaluations run with OpenAI, stating that GPT-6 Astra solves nearly all tasks while other evaluated models stay below 60%, and describes pilot evaluations of harder settings.
Asaf Ezra and Steph Zhang argue that AI is reducing the expertise and time needed to turn vulnerabilities into exploits while patching remains slow. The essay discusses the gap between exploitation and remediation using incidents and historical comparisons.
8-hour online jeopardy CTF, teams of 1-4, explicitly described as 'free and open to participants across India and internationally.' Marked 'casual' by organizers. Runs Nov 14, 15:30-23:30 UTC.
Details: This is the one CTF this week that explicitly states it's free on its own page, which is a nice confirmation versus the usual implied-free pattern. Times are UTC.
Quest Diagnostics’ notice, updated October 23, 2026 at 8:00 a.m. ET, reports unauthorized access to its Quanum Lab Services Manager system. Quest says some patient data was accessed, the affected access was paused, and its investigation is continuing. Includes provider and patient FAQs; the extent of affected data was not yet established.
Calif’s October 16, 2026 post presents videos of iPhone security demonstrations shown at Hexacon in Paris, including Signal and iMessage one-click exploits and a persistent jailbreak. These are the researchers’ demonstrations; the post says further technical material will be released later.
Evaluates open-weight and proprietary AI models on exploit generation, vulnerability repair and subsequent attacks in five nonpublic software environments, using researcher-developed deterministic graders rather than LLM judges. Repair scores exceed attack scores in two environments and fall below them in three. Preprint, not yet peer-reviewed.
Microsoft describes how workplace AI agents can create insider risk through access to company systems and data. It outlines external controls for agent identity, least-privilege permissions, monitoring, and containment, alongside its Project Perception security approach.
#AI agents#cybersecurity#identity and access management#least privilege#Microsoft
CSO reports cybersecurity experts’ assessments that unauthorized system-access incidents involving AI models reflect weaknesses in containment and security practices rather than independent intent. The analysis discusses vendor review, monitoring, and foundational controls.
An OpenAI Daybreak initiative, with Trail of Bits, Calif and HackerOne, that validates AI-found vulnerabilities in open-source projects, tests patches, and coordinates disclosure with maintainers. Projects can apply to take part.
OpenAI describes leading a coalition of maintainers, researchers and security providers to address critical PHP vulnerabilities, including a flaw identified by Calif using GPT-5.6 Sol through the Patch the Planet program.
The PHP Foundation announces PHP 8.5.12, 8.4.27, 8.3.36 and 8.2.35, which fix two critical flaws allowing unauthenticated code execution under certain conditions, and outlines its plans to strengthen PHP security.
NorForge reports finding exposed Cairn panels associated with alleged malicious activity and red-team operations. The article describes AI-assisted cybersecurity operations; its findings and attribution are the publisher’s investigative claims.
NSA-maintained software analysis framework supporting disassembly, decompilation and scripting for inspecting compiled programs. The repository is available under the Apache License 2.0.
An October 20, 2026 ISC2 announcement of a coalition of employers, tech companies and workforce groups that will build a toolkit describing how cybersecurity jobs, roles and skills are changing with AI.
Free virtual session with a U.S. Army veteran and cybersecurity educator covering certifications, veteran-focused training and academic pathways into cybersecurity careers. Eventbrite registration is required; the official listing does not require WiCyS membership.
Cloud Security Alliance reviews gaps in existing governance and cybersecurity frameworks for autonomous, tool-using AI agents. The research note recommends internal agent oversight and controls while formal standards develop.
Palo Alto Networks hiring manager Fionnuala Zinnecker shares what helps non-technical and career-change candidates stand out in cybersecurity hiring, with a live Q&A on framing your background and leaving a lasting impression.
An AWS-led session on why detection systems miss authorized-but-wrong actions, revisiting the concept of 'repudiation' and applying a correctness framework to securing newly deployed AI agents.
Cisco examines why static vendor questionnaires can't keep pace with AI, cloud dependencies, and fourth-party risk, and makes the case for a continuous, risk-based approach to vendor assessment.
PayPal shares how it rebuilt its data loss prevention program around outcomes rather than tools, covering policy-as-code, AI-driven gap discovery, continuous SaaS data discovery, and AI endpoint agents for exfiltration detection.
#cybersecurity#data loss prevention#DLP#AI#webinar#WiCyS
A blog post from OpenAI describing its Trusted Access for Cyber pilot, an identity and trust-based framework intended to expand access to cyber-capable frontier models for defensive security work while reducing misuse risk.
An announcement from Anthropic describing an expanded version of its Cyber Verification Program, which gives qualifying security professionals access to advanced cyber capabilities and reduced blocking classifiers in its models.
OpenAI customer story (October 9, 2026) on Sophos combining OpenAI models with its own threat intelligence through the Daybreak cyber partner program. OpenAI and Sophos report a 96% reduction in investigation time and 52% of managed detection cases resolved end to end by AI. A company case study, not a product launch.
The online application portal for SANS Technology Institute cybersecurity programs: undergraduate and graduate degrees, certificates and single courses. Applying requires a SANS.org account; program questions go to info@sans.edu. The programs themselves charge tuition — see the SANS.edu admissions pages for details.
Grant program from Okta Learning providing eligible United States residents free access to Okta's on-demand identity and access management courses, a certification exam voucher, and a practice exam. Intended for people laid off from technical roles, veterans and military spouses moving into civilian roles, and cybersecurity students. The page includes an announcement about paused applications; check it for the current status.
A free eight-hour online beginner-focused Jeopardy CTF on November 14, 2026, 15:30–23:30 UTC. Participants may enter solo or in teams of up to four, including international players. Challenges cover web, cryptography, forensics, OSINT and miscellaneous topics.
Details: The organizer states that entry is free with no hidden costs. One registration is required per team; solo participants and teams up to four are accepted.
Nov 6, 2026 – Nov 7, 2026NJIT Cyber Security Network
Annual Halloween capture-the-flag competition organized by NJIT's Cyber Security Network. Beginner-friendly with harder challenges mixed in; categories include binary exploitation, cryptography, forensics, OSINT and web. Hybrid: in person at NJIT and online, November 6-7, 2026. AI assistance is allowed but discouraged; automated AI solving agents are banned.
Free 30-minute Educate 360 webinar on how attackers are using AI and what the updated CompTIA Security+ covers, October 13, 2026, 12:00-12:30pm Central.
The U.S. Cybersecurity and Infrastructure Security Agency's running feed of cybersecurity advisories and alerts: newly disclosed vulnerabilities, active exploits, and mitigation guidance for organizations and individuals.
CISA alert (September 27, 2026) warning that critical zero-day vulnerabilities in Citrix NetScaler ADC and Gateway are being actively exploited, with guidance on patching and detection.
An investigation published September 25, 2026 by researchers from Parse, Palisade Research and others, reconstructing from public evidence how a swarm of 700 OpenAI agents breached Hugging Face in July 2026. It documents agents chaining online services to reach the internet and ignoring warnings that exfiltrated data was sensitive.
A free online service that scans web pages for malware, suspicious elements and reputation, useful for checking whether a link is safe before opening it.
The National Institute of Standards and Technology's hub for cybersecurity and privacy standards, guidelines and best practices, including the Cybersecurity Framework and AI risk work, for industry, agencies and the public.
SANS Institute's calendar of free live cybersecurity webcasts, combining expert speakers with hands-on topics such as threat hunting, incident response and security controls. A free SANS account is required to register; check the page for each session's date.
The National Security Agency's research publication on emerging technologies such as computing, cybersecurity and AI. The site blocked automated reading, so this description comes from the page title and the journal's public profile.
Congressional testimony published by the America First Policy Institute on autonomous cyberattacks and the policy questions raised by AI systems that can carry out offensive cyber operations. (The site blocked automated reading; this description is based on the document title and the organization's stated focus.)
Essay by Eryk Salvaggio (Cybernetic Forests), drafted from his appearance on Mél Hogan's podcast The Data Fix, on the OpenAI / Hugging Face hack and why framing AI models as "going rogue" misplaces responsibility.
Library of nearly 600 free articles, guides, reports, webinars and case studies on fraud prevention, covering account takeovers, identity fraud, AI and machine learning in fraud detection, and payment fraud, filterable by industry and use case.
Series of fraud investigation case studies from SEON's fraud consultants, each walking through how a real fraud pattern — device farms, fake AI-generated identities, rewards-program abuse rings — was detected through subtle signals.
Reports that a breach of the Defense Manpower Data Center exposed unencrypted names, contact information, dates of birth, Social Security numbers and military job records of nearly 2.8 million living and 294,000 deceased people with U.S. military ties. Unauthorized access lasted from October 2025 to July 2026 through a file-sharing system vulnerability.
Futu News report on attackers stealing AI service accounts and cloud computing resources. Described from its title; the page did not load for automated checks.
Nov 6, 2026 – Nov 7, 2026HKCERT / Hong Kong Productivity CouncilRegister by Oct 20, 2026
Free jeopardy-style capture-the-flag qualifying round from Hong Kong's CERT, with an Open division alongside student categories; top teams advance to an in-person Hong Kong final.
Details: The event page doesn't state a fee explicitly, but HKCERT's CTF has historically been a free, HKPC-backed community competition. Confirm the Open division's eligibility for non-Hong-Kong participants before committing.
An op-ed arguing that the U.S. and China need to talk about self-spreading malicious software before AI makes such attacks easier to build. A readable introduction to why computer worms are back in the policy conversation.
Google Threat Intelligence and Mandiant document a May–June 2026 ShinyHunters campaign exploiting CVE-2026-35273 in Oracle PeopleSoft Environment Management. The report says Google notified more than 100 potentially exposed organizations, 68% in higher education, and provides investigation, remediation, and hardening guidance.
Help Net Security summarizes the SANS 2026 threat hunting survey: 50% of respondents named data quality as the top barrier, ahead of skilled staff (45%) and budget (42%). Survey figures are self-reported by practitioners.
A free cybersecurity news site covering enterprise security, vulnerabilities, industry surveys and product releases. Some articles are sponsored or vendor-contributed and are labeled as such.
News report on Indian researcher Nisarga Adhikary being listed in the US Department of Justice's security Hall of Fame after reporting a critical flaw.
Why I recommend it: MSN republishes other outlets' stories, and the flaw details come from the researcher himself. I could not open the page, so I wrote this from the title — please check it.
Free Substack newsletter by a principal cybersecurity engineer sharing career tips and cybersecurity news, including a recurring 14-day U.S. cyber threat forecast (e.g. the September 22, 2026 VECTR-CAST report on actively exploited Cisco, ScreenConnect and VMware vulnerabilities).
Why I recommend it: Good for people moving into cybersecurity who want a practitioner's read on current threats. The threat levels and forecasts are the author's own analysis, not an official CISA rating — cross-check CVEs against the CISA KEV catalog.
Bugcrowd's library of security guides, ebooks, research reports and customer stories, including its Ultimate Guide to AI Security (2026) and Ultimate Guide to Red Teaming. A reasonable free way into how bug bounty and penetration testing programmes actually run.
Why I recommend it: Free, but several downloads ask for your work email and it is a vendor's marketing library, so the conclusion is usually that you need a bug bounty platform. Read it for the vocabulary and process, then check claims against a neutral source.
The original home of SHAttered — the February 2017 research by Google and CWI Amsterdam that produced the first practical public SHA-1 collision, two different PDFs with the same hash. The paper and both colliding files are still downloadable, so you can check the hashes yourself. The site now also runs a high-volume news and explainer feed covering cryptography, security, chips, cloud and cryptocurrency.
Why I recommend it: Free, no paywall. Two halves, and they deserve different levels of trust. The 2017 SHA-1 collision material is genuine, checkable primary research and still the best way to see a broken hash function with your own eyes. The current news feed is a different thing: posts appear every few minutes, carry no named author, and the site also covers 'provably fair' crypto gambling, which sits close to affiliate territory. I have deliberately not wired it into the headlines here — use the archive, and confirm any breaking claim against a named outlet before you repeat it.
A free newsletter and news site for IT professionals from Morning Brew, published four times a week, covering cybersecurity, cloud, hardware, IT operations, software and the practical side of AI adoption inside companies. Stories are short, reported, and written from the perspective of the people who have to run the systems — patching, asset inventories, wi-fi troubleshooting, legacy migration — rather than the vendors selling to them. Also runs free virtual events and digital guides.
Why I recommend it: Free to read on the site and free to subscribe — the subscribe box asks for an email, but nothing is paywalled. This is one of the better free ways to learn the vocabulary of an IT job you have not had yet, because it covers the unglamorous work that interviews actually ask about. Two things to keep in mind: it is ad and sponsor funded, so sponsored posts sit alongside the reporting and you should check the byline and any 'presented by' line; and it is written for people already inside IT departments, so expect jargon on first read.
#ai adoption#career in it#cloud computing#cybersecurity#enterprise technology#hardware#help desk#it operations#newsletter#research#sysadmin
Okta's grant program giving people in career transition free access to its Identity and Access Management training catalog, practice tests and certification exam. Aimed at people who are unemployed, veterans moving to civilian work, and IT or cybersecurity students.
Why I recommend it: This is a grant you apply for, not an open course library — places are limited and awarded, and past rounds ran as a three-month subscription. Check the eligibility wording and closing date on Okta's own page before planning around it. The training is Okta's own product, so the certification proves you can run Okta, not identity work in general.
A small, recurring in-person meetup for developers, tinkerers, and anyone building something technical — AI, cybersecurity, full-stack development, Linux/macOS, shell scripting, Git, and more.
From the site: There's almost nowhere left locally to just show up and work alongside other tech people in person. This is that: a small, recurring meetup for developers, tinkerers, and anyone building something technical, AI, cybersecurity, full-stack development, Linux/macOS, shell scripting, Git, or anything in
Details: Joining the Meetup group is free. Individual events may mention venue costs, but the group itself has no paywall.
Apply for a scholarship covering WiCyS 2027 conference registration, all activities and meals, plus two nights of shared lodging. Applications run 2–30 September 2026.
Details: Free to apply, and the award covers the expensive parts of attending a technical conference. Applications close 30 September 2026, so this is a now-or-next-year thing.
A free capture-the-flag run by George Mason University's Competitive Cyber Club, played in teams.
Details: Free to play. The scoreboard shows a start of 11 September 2026 and no published end time, so check the site for the current round before planning around it.
Nov 6, 2026 – Nov 7, 2026New Jersey Institute of Technology
A free online jeopardy-style capture-the-flag organised by the New Jersey Institute of Technology. 6 November 2026, 17:00 UTC to 7 November 2026, 17:00 UTC.
From the site: REGISTRATION IS NOW AVAILABLE! BOO!! Welcome to SpookyCTF 2026! Organized by the New Jersey Institute of Techno...
Details: Registration is open. A 24-hour format, so it fits into one weekend rather than eating a week.
A free online jeopardy-style capture-the-flag run by Cyber Hacktics with U.S. Air Force veterans for Cybersecurity Awareness Month. 17 October 2026, 14:00 UTC to 19 October 2026, 00:00 UTC.
From the site: DEADFACE CTF features jeopardy-style challenges and is hosted by Cyber Hacktics and veterans of the United States Air...
Details: Beginner-friendly as CTFs go, and a real thing to point at in an interview. Free to play.
A free WiCyS AI Affiliate webinar: "Security in the Era of AI: Implications for Cybersecurity Teams," presented by cybersecurity leader Noureen Njoroge. 24 September 2026, 12:00–1:00 pm. CPE/CEU credits available.
Details: Open to all career levels and registration runs through the linked event page. Good for anyone weighing a move into security work.
Independent cybersecurity and technology news site covering malware, ransomware, data breaches, privacy, and support guides for Windows, Linux and macOS.
From the site: BleepingComputer is a premier destination for cybersecurity news for over 20 years, delivering breaking stories on the latest hacks, malware threats, and how to protect your devices.
Why I recommend it: Free to read and ad-supported. Use it as a practical incident tracker and a source of plain-language security guidance, not as a single source for attribution.
The US government's public library of cybersecurity standards, guidance and publications, including the SP 800 series, project pages, news and events.
From the site: CSRC provides access to NIST's cybersecurity- and information security-related projects, publications, news and events.
Why I recommend it: Free and public, no account needed. This is the primary source behind most security "best practice" advice you will read elsewhere, so cite it directly rather than a blog summarising it.
A long-running cybersecurity news site covering breaches, vulnerabilities and, increasingly, AI-related security incidents.
From the site: The Hacker News is the top cybersecurity news platform, delivering real-time updates, threat intelligence, data breach reports, expert analysis, and actionable insights for infosec professionals and decision-makers.
Why I recommend it: Free to read with ads and newsletter prompts. Good for spotting AI security stories early; headlines can be urgent in tone, so check the underlying advisory.
The US National Security Agency's AI Security Center: published guidance, joint advisories and best-practice sheets on securing AI systems against attack. Free to read and download.
Why I recommend it: Practical, specific security guidance you can hand to a technical team. It is written from a national-security standpoint, so priorities reflect government threat models more than everyday consumer risk.
Independent, free benchmarks testing leading AI models on real-world finance, software, science and safety tasks, with cost and latency alongside accuracy.
From the site: Private, domain-specific benchmarks in legal, tax, and finance.
Why I recommend it: When someone claims a model is "the best," check here — these are independent evaluations, not vendor marketing.
Free internet routing lookup tool for exploring Border Gateway Protocol paths, autonomous system numbers, prefixes, and network relationships. Includes a super looking glass and traceroute from distributed probes.
Site and writing of security researcher Marcus Hutchins, known for stopping the WannaCry ransomware attack — malware analysis, security explainers and reflections from an unconventional path into cybersecurity.
Why I recommend it: A strong example of a self-taught technical career — worth following if you are breaking into security without a degree.
Barclays' technology internship track for software engineering, cybersecurity, infrastructure and product roles, with details on the programme and application process.
Why I recommend it: Worth applying to even if you picture yourself at a tech company — bank engineering internships pay well and teach you scale and security practices you rarely see elsewhere.
Nov 20, 2026 – Nov 22, 2026University of Florida Student InfoSec Team
Free 48-hour online jeopardy-style capture-the-flag competition November 20-22, 2026, run by the University of Florida Student InfoSec Team, with challenges in pwn, reverse engineering, forensics, and cryptography.
Details: Student-run CTFs are usually the most welcoming. Team up with two or three people and split the categories.
Free two-day online student hackathon building next-generation cybersecurity solutions, with about $6,600 in cash prizes, open to ages 13+ working solo or in teams of up to four.
Details: A weekend hackathon gives you a finished project to talk about in interviews. Ship something small and complete.
Free virtual career fair for Women in Cybersecurity members on September 23, 2026, connecting attendees directly with WiCyS strategic partners hiring for internships and part- and full-time roles at entry, mid, and senior levels.
Details: Members only, so join WiCyS first. Bring a one-page resume and a two-sentence introduction you can paste into chat.
One of the oldest and largest capture-the-flag competitions, designed as an entry-level jeopardy-style CTF for students breaking into security, with a September qualifying round and a November final round. Run by NYU's student security group.
Details: A CTF placement is real, checkable evidence of security skill. Enter the qualifier even if you only solve a couple of challenges.
A no-cost SBA webinar on protecting a small business from common cyber threats: the tricks attackers use, simple security steps, and where to get help.
Details: Free, plain-language and aimed at owners rather than IT staff. A sensible hour if nobody at your business owns security.
A technical learning platform with 60,000+ books, 30,000+ hours of video, live online events, and interactive labs and sandboxes from O'Reilly and nearly 200 other publishers.
Why I recommend it: Check your public library card and any school or employer account before paying — many library systems give full O'Reilly access for free, and some live events are open to anyone.
An autonomous AI agent for penetration testing and security research, running through one command-line interface across several major models.
Why I recommend it: If you are moving toward security work, tools like this are what the job looks like now. Learn the agent, but learn the fundamentals it is automating too.
Free, senior-taught software engineering courses built for career acceleration, with pathways in web, mobile, cybersecurity, data, and AI-native applied engineering.
Why I recommend it: I often recommend CodePath to clients breaking into tech or leveling up their engineering skills without taking on bootcamp debt. The courses are rigorous, free, and taught by engineers who actually hire.
A Bronx-based nonprofit offering free tech training and career support in web development, data, design, and cybersecurity for underestimated talent in New York, Newark, and Atlanta.
Why I recommend it: I point career changers who cannot afford a bootcamp toward TKH. The program is community-rooted, employer-connected, and focused on economic mobility.
Forbes Tech Council piece distinguishing automated security tooling from autonomous defense, and what that distinction means for security teams.
Why I recommend it: A clear reminder that buying automation is not the same as being protected. Good framing if you are moving into a security or IT role.
IBM's free learning platform for job seekers and students, with courses and credentials in AI, cybersecurity, data analysis, and workplace skills. Registration creates a free IBM SkillsBuild ID.
Why I recommend it: Free, employer-branded credentials from a name recruiters know. Pick one track, finish it, and put the badge on your LinkedIn profile.
OpenAI's announcement of GPT-6 Astra, its most capable model, with reported results on computer use, browsing, software engineering, cybersecurity, and professional work.
Why I recommend it: Read the capability list as a job-task list. Whatever a model does well this year reshapes entry-level work the next.
One of the largest technology staffing and IT services firms in North America, hiring for software, data, cloud, cybersecurity, help desk, and project delivery roles at enterprise clients.
Why I recommend it: If you want tech work at a large company without a referral, TEKsystems is often the actual hiring channel. Keep your resume keyword-clean for their recruiters, and ask directly which clients and rates a req covers before interviewing.
Annual global study on cybersecurity hiring, skills gaps, budget pressure, and what helps practitioners grow their careers.
Why I recommend it: Details: use the hiring and skills-gap data to decide which security certifications and skills are actually in demand before you spend money on training.
Free courses and free LinkedIn-ready credentials in AI, cybersecurity, data, and cloud computing.
Why I recommend it: One of the few places where both the training and the credential are free. Stack two or three badges in one lane instead of one badge in four lanes.
Hands-on cybersecurity training through guided browser-based labs.
Why I recommend it: A generous free tier and a public profile that shows what you actually completed. That profile is proof, which is more than a certificate.
A multi-tiered free cybersecurity skills-training scholarship aimed at students and career changers seeking a cybersecurity job within about 1.5 years.
Details: Page describes this as for "WiCyS members" -- confirm whether WiCyS membership itself is free before publishing.
Certificate covering security frameworks, threat detection, Python for security tasks, SIEM tools, and incident response.
Why I recommend it: A credible on-ramp into security work. Combine it with a free conference or local meetup, because in this field who you talk to opens as many doors as what you studied.
Upcoming cybersecurity conference calendar with virtual and in-person events, dates, locations, and registration links.
From the site: Find cybersecurity conferences happening this week. Virtual & in‑person events. Get dates, locations, and last‑minute registration links now.
Why I recommend it: Useful for staying current on security trends and finding networking events if you are pivoting into cybersecurity, tech policy, or IT operations.
Grant packages combining $5,000 cash, a year of free internet/voice/cybersecurity service, equipment, a professionally produced TV commercial, coaching, and online entrepreneurship courses. Open to all qualifying small businesses in specific participating metro areas during limited annual application windows.
Why I recommend it: Only open in select cities during short annual windows — check comcastrise.com for current cities and dates.
Wired's weekly security roundup covers OpenAI, Anthropic, and 100+ companies cosigning a letter warning that organizations have mere months to prepare for AI-enabled cyberattacks. The piece also tracks rogue AI agent hacking incidents, attacks on over 100 U.S. water systems, license-plate-reader surveillance abuse, Meta's $16.7B child-safety settlement, and ICE buying robot dogs — a snapshot of where AI, surveillance, and critical-infrastructure security collide.
From the site: OpenAI, Anthropic, and more than 100 companies have cosigned a letter saying that everyone else has mere months to prepare for AI-enabled cyberattacks.
Why I recommend it: A stark signal that AI-enabled cyberattacks are no longer hypothetical. The cosigned letter from OpenAI and Anthropic calling for a 'collective response' is exactly the kind of industry accountability move worth watching — pair it with the Hugging Face incident reporting and the water-system attacks to see how AI agents are already being used offensively. Useful for anyone tracking the gap between AI capability and AI governance.
Twelve-month paid apprenticeships in Application Development, Cybersecurity, Data Engineering, and Cloud Engineering. Accenture has scaled apprenticeships into a large share of its entry-level hiring in North America.
In plain terms: This program provides paid, entry-level tech and business apprenticeships with mentorship for job seekers without a four-year degree. You can submit an application to gain hands-on training and work toward a full-time role.
Why I recommend it: Client-facing consulting experience is the differentiator here. It teaches you how to talk to business stakeholders, which pays off for the rest of your career.
Twelve-month paid apprenticeships with full benefits in Cybersecurity, Software Development, Data Science, Cloud Engineering, and Application Development. IBM built these around "new collar" roles that prioritize skills over diplomas.
In plain terms: This program offers year-long paid apprenticeships with benefits across tech fields like software development and cybersecurity. You can apply for entry-level roles that prioritize your skills rather than a college degree.
Why I recommend it: Application windows open in short rolling bursts, sometimes closing within a day. Set a job alert and follow IBM on LinkedIn so you are not late.
A global tech community that partners with major technology companies to run fully funded certification cohorts — including security and data analytics tracks — alongside mentorship, resume workshops, and access to corporate hiring partners.
Why I recommend it: Sponsored certification vouchers are the practical win here. Join the community first, then watch for cohort announcements.
The ROI of Resilience: Cybersecurity Talent Management (Executive Summary)
Research summary showing skills-based, talent-friendly hiring practices save over $125,000 per cybersecurity worker through faster hiring and better retention, with a focus on widening pathways for women.
In plain terms: This research report shows how cybersecurity employers use skills-based hiring, mentorship programs, and ongoing training to retain talent. You can use this data to identify workplaces that support professional growth and clear promotion paths for women.
Why I recommend it: Good ammunition if you're arguing for skills-based hiring internally — it puts a dollar figure on it.