# Career Maps & Support **URL:** https://stemaway.com/c/career-maps-support/541.md [Latest](https://stemaway.com/latest.md) · [Categories](https://stemaway.com/categories.md) · [Tags](https://stemaway.com/tags.md) --- ## [About the Career Maps & Support category](https://stemaway.com/t/about-the-career-maps-support-category/17116)
**Author:** [@stemaway](https://stemaway.com/u/stemaway)\ **Replies:** 0\ **Last updated:** [May 19, 2026, 8:47pm UTC](https://stemaway.com/t/about-the-career-maps-support-category/17116 "2026-05-19T20:47:32Z")
Guides and support for AIVIA: career maps, onboarding, and troubleshooting. Career maps show how AIVIA’s evaluation components connect to real technical role families and example openings, so you can see which evaluatio… --- ## [How to Activate Your Lab on AIVIA](https://stemaway.com/t/how-to-activate-your-lab-on-aivia/17749)
**Author:** [@stemaway](https://stemaway.com/u/stemaway)\ **Replies:** 0\ **Last updated:** [October 20, 2026, 4:42pm UTC](https://stemaway.com/t/how-to-activate-your-lab-on-aivia/17749 "2026-10-20T16:42:13Z")
How to Activate Your Lab on AIVIA FOR PIs, LAB LEADS, STUDENTS, AND LAB MEMBERS Activating your lab unlocks its full AIVIA workspace — including Universal Search for lab members, industry insights, workspace manag… --- ## [Beyond Shellwood: Hornet's Road to the Citadel in](https://stemaway.com/t/beyond-shellwood-hornets-road-to-the-citadel-in/17709)
**Author:** [@xtameemdc74149](https://stemaway.com/u/xtameemdc74149)\ **Replies:** 0\ **Last updated:** [October 9, 2026, 7:48pm UTC](https://stemaway.com/t/beyond-shellwood-hornets-road-to-the-citadel-in/17709 "2026-10-09T19:48:57Z")
Beyond Shellwood: Hornet’s Road to the Citadel in Silksong: After Cling Grip opens Shellwood, Hornet must break Bellhart’s curse for the Needolin, then find Shakra to buy the Blasted Steps map. The canopy of Shellwood … --- ## [AIVIA Universal Search: THE WHOLE MAP. SEARCHABLE](https://stemaway.com/t/aivia-universal-search-the-whole-map-searchable/17708)
**Author:** [@stemaway](https://stemaway.com/u/stemaway)\ **Replies:** 0\ **Last updated:** [October 9, 2026, 6:31pm UTC](https://stemaway.com/t/aivia-universal-search-the-whole-map-searchable/17708 "2026-10-09T18:31:24Z")
AIVIA Universal Search THE WHOLE MAP. SEARCHABLE. AIVIA indexes more than 1,000 AI labs, research artifacts, and job postings by the technical components they involve. Universal Search gives you one search box for eve… --- ## [My Steel Soul Mode Survival Guide for Hollow Knigh](https://stemaway.com/t/my-steel-soul-mode-survival-guide-for-hollow-knigh/17707)
**Author:** [@xtameemdc74149](https://stemaway.com/u/xtameemdc74149)\ **Replies:** 0\ **Last updated:** [October 9, 2026, 3:23pm UTC](https://stemaway.com/t/my-steel-soul-mode-survival-guide-for-hollow-knigh/17707 "2026-10-09T15:23:13Z")
My Steel Soul Mode Survival Guide for Hollow Knigh Master Hollow Knight: Silksong Steel Soul Mode with brutal permadeath tips, unlock codes, and survival strategies for conquering Pharloom. I still remember my first St… --- ## [How I Snagged Seeker's Soul in Silksong and Why It](https://stemaway.com/t/how-i-snagged-seekers-soul-in-silksong-and-why-it/17706)
**Author:** [@xtameemdc74149](https://stemaway.com/u/xtameemdc74149)\ **Replies:** 0\ **Last updated:** [October 9, 2026, 1:14pm UTC](https://stemaway.com/t/how-i-snagged-seekers-soul-in-silksong-and-why-it/17706 "2026-10-09T13:14:50Z")
How I Snagged Seeker’s Soul in Silksong and Why It Find Seeker’s Soul in Hollow Knight: Silksong’s Bilewater via the Putrified Ducts shortcut to unlock secret Act 3. I’ll be straight with you: Bilewater is a nasty piec… --- ## [Silksong Magnetite Dice: How I Got It and Why It M](https://stemaway.com/t/silksong-magnetite-dice-how-i-got-it-and-why-it-m/17705)
**Author:** [@xtameemdc74149](https://stemaway.com/u/xtameemdc74149)\ **Replies:** 0\ **Last updated:** [October 9, 2026, 11:48am UTC](https://stemaway.com/t/silksong-magnetite-dice-how-i-got-it-and-why-it-m/17705 "2026-10-09T11:48:24Z")
Silksong Magnetite Dice: How I Got It and Why It M Magnetite Dice in Silksong: a Yellow Tool with a low chance to ignore damage. Get it by beating Lumble the Lucky at dice. As a longtime Hollow Knight fan who has been … --- ## [Hollow Knight: Silksong Finally Made Me Love Metro](https://stemaway.com/t/hollow-knight-silksong-finally-made-me-love-metro/17704)
**Author:** [@xtameemdc74149](https://stemaway.com/u/xtameemdc74149)\ **Replies:** 0\ **Last updated:** [October 9, 2026, 10:49am UTC](https://stemaway.com/t/hollow-knight-silksong-finally-made-me-love-metro/17704 "2026-10-09T10:49:55Z")
Hollow Knight: Silksong Finally Made Me Love Metro Hollow Knight: Silksong combat shines with deep tools, Crests, and movement abilities that make every fight a dance. Combat is my love language. Whether I’m blasting C… --- ## [Hollow Knight Silksong: How Environmental Hazards](https://stemaway.com/t/hollow-knight-silksong-how-environmental-hazards/17703)
**Author:** [@xtameemdc74149](https://stemaway.com/u/xtameemdc74149)\ **Replies:** 0\ **Last updated:** [October 9, 2026, 7:49am UTC](https://stemaway.com/t/hollow-knight-silksong-how-environmental-hazards/17703 "2026-10-09T07:49:35Z")
Hollow Knight Silksong: How Environmental Hazards Hollow Knight: Silksong redefines metroidvania combat and level design through Hornet’s acrobatic tools and environmental hazards. Since its 2025 release, Hollow Knight… --- ## [Phantom of the Exhaust Organ: A Duel Worth Taking](https://stemaway.com/t/phantom-of-the-exhaust-organ-a-duel-worth-taking/17702)
**Author:** [@xtameemdc74149](https://stemaway.com/u/xtameemdc74149)\ **Replies:** 0\ **Last updated:** [October 9, 2026, 6:42am UTC](https://stemaway.com/t/phantom-of-the-exhaust-organ-a-duel-worth-taking/17702 "2026-10-09T06:42:25Z")
Phantom of the Exhaust Organ: A Duel Worth Taking Hollow Knight: Silksong Phantom boss guide: beat the Exhaust Organ duel with move reads, healing windows, and silk arts. Every so often a boss fight stops feeling like … --- ## [Silksong Act 2 Guide: Essential Steps and Where to](https://stemaway.com/t/silksong-act-2-guide-essential-steps-and-where-to/17701)
**Author:** [@xtameemdc74149](https://stemaway.com/u/xtameemdc74149)\ **Replies:** 0\ **Last updated:** [October 9, 2026, 3:29am UTC](https://stemaway.com/t/silksong-act-2-guide-essential-steps-and-where-to/17701 "2026-10-09T03:29:09Z")
Silksong Act 2 Guide: Essential Steps and Where to Silksong Act 2 Citadel guide: buy maps, find Ventrica, and hunt the Threefold Melody. After defeating The Last Judge and triggering the Act 2 cutscene, Hornet finally … --- ## [Silksong Guide: Reach High Halls and Grab the Map](https://stemaway.com/t/silksong-guide-reach-high-halls-and-grab-the-map/17700)
**Author:** [@xtameemdc74149](https://stemaway.com/u/xtameemdc74149)\ **Replies:** 0\ **Last updated:** [October 9, 2026, 2:13am UTC](https://stemaway.com/t/silksong-guide-reach-high-halls-and-grab-the-map/17700 "2026-10-09T02:13:05Z")
Silksong Guide: Reach High Halls and Grab the Map Hollow Knight: Silksong High Halls guide: grab Clawline, beat Cogwork Dancers, and reach the map location via spike-safe Citadel routes. So you’ve clawed your way into … --- ## [Silksong: How I Got the Putrified Ducts Map for Fr](https://stemaway.com/t/silksong-how-i-got-the-putrified-ducts-map-for-fr/17699)
**Author:** [@xtameemdc74149](https://stemaway.com/u/xtameemdc74149)\ **Replies:** 0\ **Last updated:** [October 9, 2026, 1:30am UTC](https://stemaway.com/t/silksong-how-i-got-the-putrified-ducts-map-for-fr/17699 "2026-10-09T01:30:28Z")
Silksong: How I Got the Putrified Ducts Map for Fr Get the Hollow Knight: Silksong Putrified Ducts map free with our step-by-step guide, using Clawline from Memorium to save Rosaries. In the vast, labyrinthine kingdom … --- ## [Hollow Knight: Silksong Bellway Stations: My 12-St](https://stemaway.com/t/hollow-knight-silksong-bellway-stations-my-12-st/17698)
**Author:** [@xtameemdc74149](https://stemaway.com/u/xtameemdc74149)\ **Replies:** 0\ **Last updated:** [October 9, 2026, 1:10am UTC](https://stemaway.com/t/hollow-knight-silksong-bellway-stations-my-12-st/17698 "2026-10-09T01:10:08Z")
Hollow Knight: Silksong Bellway Stations: My 12-St Hollow Knight: Silksong Bellway stations guide reveals all 12 fast-travel stops, their uses, and how to unlock them. I’ll be honest: the first time I set foot in Pharl… --- ## [From Clown Memes to Launch: Silksong's Miracle and](https://stemaway.com/t/from-clown-memes-to-launch-silksongs-miracle-and/17696)
**Author:** [@xtameemdc74149](https://stemaway.com/u/xtameemdc74149)\ **Replies:** 0\ **Last updated:** [October 8, 2026, 11:06pm UTC](https://stemaway.com/t/from-clown-memes-to-launch-silksongs-miracle-and/17696 "2026-10-08T23:06:32Z")
From Clown Memes to Launch: Silksong’s Miracle and Hollow Knight: Silksong and Metroid Prime 4: Beyond finally arrive after brutal waits, delivering demanding Metroidvania action. I still remember the exact moment I st… --- ## [Hollow Knight: Silksong Best Tools: My Top Picks f](https://stemaway.com/t/hollow-knight-silksong-best-tools-my-top-picks-f/17695)
**Author:** [@xtameemdc74149](https://stemaway.com/u/xtameemdc74149)\ **Replies:** 0\ **Last updated:** [October 8, 2026, 11:04pm UTC](https://stemaway.com/t/hollow-knight-silksong-best-tools-my-top-picks-f/17695 "2026-10-08T23:04:44Z")
Hollow Knight: Silksong Best Tools: My Top Picks f Hollow Knight: Silksong best Tools guide highlights top Red Tools like Cogfly, Flea Brew, Shell Satchel, and Plasmium Phial for stronger 2026 runs. I have been neck-de… --- ## [Grand Strategy Games That Still Steal Sleep in 202](https://stemaway.com/t/grand-strategy-games-that-still-steal-sleep-in-202/17694)
**Author:** [@xtameemdc74149](https://stemaway.com/u/xtameemdc74149)\ **Replies:** 0\ **Last updated:** [October 8, 2026, 10:30pm UTC](https://stemaway.com/t/grand-strategy-games-that-still-steal-sleep-in-202/17694 "2026-10-08T22:30:40Z")
Grand Strategy Games That Still Steal Sleep in 202 Grand strategy games in 2026: Victoria 3, Endless Legend, Hearts of Iron 3, and Total War: Warhammer 2 deliver deep, addictive campaigns. By 2026, the grand strategy g… --- ## [Hello from a new member](https://stemaway.com/t/hello-from-a-new-member/17279)
**Author:** [@xtameemdc74149](https://stemaway.com/u/xtameemdc74149)\ **Replies:** 0\ **Last updated:** [September 11, 2026, 8:21am UTC](https://stemaway.com/t/hello-from-a-new-member/17279 "2026-09-11T08:21:06Z")
Hey there, glad to join this forum and learn from you all. Excited to follow the threads here. --- ## [AIVIA Partnerships for University Labs](https://stemaway.com/t/aivia-partnerships-for-university-labs/17257)
**Author:** [@stemaway](https://stemaway.com/u/stemaway)\ **Replies:** 0\ **Last updated:** [July 21, 2026, 7:08pm UTC](https://stemaway.com/t/aivia-partnerships-for-university-labs/17257 "2026-07-21T19:08:31Z")
AIVIA Partnerships for University Labs For faculty: what companies are actually evaluating. For researchers: a path to specialized roles. STEM-Away has run technical virtual internships for thousands of participant… --- ## [AIVIA Career Map: Financial Services Engineering](https://stemaway.com/t/aivia-career-map-financial-services-engineering/17168)
**Author:** [@stemaway](https://stemaway.com/u/stemaway)\ **Replies:** 0\ **Last updated:** [June 9, 2026, 5:56pm UTC](https://stemaway.com/t/aivia-career-map-financial-services-engineering/17168 "2026-06-09T17:56:36Z")
AIVIA Career Map: Financial Services Engineering Financial services engineering spans payments and ledgers, fraud and financial-crime systems, trading and market data, core banking and mainframe modernization, customer … --- ## [AIVIA Career Map: Autonomous Driving](https://stemaway.com/t/aivia-career-map-autonomous-driving/17161)
**Author:** [@stemaway](https://stemaway.com/u/stemaway)\ **Replies:** 0\ **Last updated:** [June 9, 2026, 7:00am UTC](https://stemaway.com/t/aivia-career-map-autonomous-driving/17161 "2026-06-09T07:00:00Z")
AIVIA Career Map: Autonomous Driving Engineering Autonomous driving spans perception, planning, onboard compute, data infrastructure, simulation, and safety assurance. This map lays out those surfaces: what each involve… --- ## [AIVIA Career Map: Healthcare & Biomedical AI](https://stemaway.com/t/aivia-career-map-healthcare-biomedical-ai/17181)
**Author:** [@stemaway](https://stemaway.com/u/stemaway)\ **Replies:** 0\ **Last updated:** [June 8, 2026, 7:00am UTC](https://stemaway.com/t/aivia-career-map-healthcare-biomedical-ai/17181 "2026-06-08T07:00:00Z")
AIVIA Career Map: Healthcare & Biomedical AI Healthcare and biomedical AI spans computational biology, bioinformatics, genomics, drug discovery, molecular design, biomedical machine learning, diagnostics, scientific sof… --- ## [AIVIA Career Map: Frontier AI Engineering](https://stemaway.com/t/aivia-career-map-frontier-ai-engineering/17162)
**Author:** [@stemaway](https://stemaway.com/u/stemaway)\ **Replies:** 0\ **Last updated:** [June 7, 2026, 10:54pm UTC](https://stemaway.com/t/aivia-career-map-frontier-ai-engineering/17162 "2026-06-07T22:54:16Z")
AIVIA Career Map: Frontier AI Engineering Frontier AI engineering spans model serving, inference infrastructure, post-training, human data, safety evaluation, applied AI deployment, agents, tools, multimodal product sys… --- ## [AIVIA Career Map: AI Search & Retrieval Engineering](https://stemaway.com/t/aivia-career-map-ai-search-retrieval-engineering/17163)
**Author:** [@stemaway](https://stemaway.com/u/stemaway)\ **Replies:** 0\ **Last updated:** [June 5, 2026, 7:00am UTC](https://stemaway.com/t/aivia-career-map-ai-search-retrieval-engineering/17163 "2026-06-05T07:00:00Z")
AIVIA Career Map: AI Search & Retrieval Engineering AI search and retrieval engineering spans relevance, ranking, semantic search, vector databases, RAG systems, indexing, crawling, recommendations, personalization, eva… --- ## [〔Candidate〕Can I use my evaluation for multiple jobs?](https://stemaway.com/t/candidate-can-i-use-my-evaluation-for-multiple-jobs/16984)
**Author:** [@stemaway](https://stemaway.com/u/stemaway)\ **Replies:** 0\ **Last updated:** [May 3, 2026, 9:41pm UTC](https://stemaway.com/t/candidate-can-i-use-my-evaluation-for-multiple-jobs/16984 "2026-05-03T21:41:45Z")
Yes. Every evaluation you complete is yours. It stays in your portfolio and is visible to any employer searching AIVIA. You don’t retake it for each company — one evaluation per component, reusable everywhere. If an emp… --- ## [〔AIVIA Mentorship〕Context-First, Project-Centric Help](https://stemaway.com/t/aivia-mentorship-context-first-project-centric-help/16762)
**Author:** [@stemaway](https://stemaway.com/u/stemaway)\ **Replies:** 0\ **Last updated:** [April 25, 2026, 7:00am UTC](https://stemaway.com/t/aivia-mentorship-context-first-project-centric-help/16762 "2026-04-25T07:00:00Z")
A Different Kind of Mentor Marketplace CONTEXT-FIRST MENTORING — NO INTROS, NO WASTED TIME Most mentorship platforms start with an awkward first hour. You explain your background. The mentor explains theirs. You t… --- ## [〔Hiring〕Automated First-Round Technical Prescreening](https://stemaway.com/t/hiring-automated-first-round-technical-prescreening/16958)
**Author:** [@stemaway](https://stemaway.com/u/stemaway)\ **Replies:** 0\ **Last updated:** [April 24, 2026, 9:00pm UTC](https://stemaway.com/t/hiring-automated-first-round-technical-prescreening/16958 "2026-04-24T21:00:08Z")
:bust\_in\_silhouette: Technical Prescreening, Automated Identify Top Candidates. Before the First Interview. Engineers Get Time Back. HR Gets a Stronger Voice. Visit Landing Page for Complete Overview → E… --- ## [〔Hiring〕How Do I Screen & Upskill Interns?](https://stemaway.com/t/hiring-how-do-i-screen-upskill-interns/16957)
**Author:** [@stemaway](https://stemaway.com/u/stemaway)\ **Replies:** 0\ **Last updated:** [April 24, 2026, 8:47pm UTC](https://stemaway.com/t/hiring-how-do-i-screen-upskill-interns/16957 "2026-04-24T20:47:37Z")
:graduation\_cap: Internship Screening & Tracking Identify High-Potential Interns. Put Screening on Autopilot. One evaluation link screens your entire applicant pool. AIVIA surfaces exactly who to interview and wha… --- ## [〔Hiring〕How Do I Hire a Freelancer?](https://stemaway.com/t/hiring-how-do-i-hire-a-freelancer/16956)
**Author:** [@stemaway](https://stemaway.com/u/stemaway)\ **Replies:** 0\ **Last updated:** [April 24, 2026, 8:34pm UTC](https://stemaway.com/t/hiring-how-do-i-hire-a-freelancer/16956 "2026-04-24T20:34:09Z")
AI-Powered Freelance Evaluation Stop guessing. Start evaluating. Know who can deliver before you spend time or money. Visit Landing Page for Complete Overview → Everything you need to get started is right … --- ## [〔AIVIA〕Why Candidates Own Their Results](https://stemaway.com/t/aivia-why-candidates-own-their-results/16955)
**Author:** [@stemaway](https://stemaway.com/u/stemaway)\ **Replies:** 0\ **Last updated:** [April 24, 2026, 6:24pm UTC](https://stemaway.com/t/aivia-why-candidates-own-their-results/16955 "2026-04-24T18:24:37Z")
Why Candidates Own Their Results THE DESIGN DECISION THAT CHANGES EVERYTHING Most hiring platforms work the same way: a candidate takes an assessment, the hiring team gets the results, and the candidate gets nothi… [Next page](https://stemaway.com/c/career-maps-support/541.md?page=1)