Career signals
Follow public market signals around AI work, role patterns, skill demand, and new work categories.
For the people doing real AI work.
Member experience across
micro1
xAI
Invisible
Mercor
Scale AI
Outlier
DataAnnotation
Turing
Appen
Remotasks
Toloka
Labelbox
Sama
TaskUs
iMerit
Hive
Snorkel AI
RWS TrainAI
OneForma
LXTmicro1xAIInvisibleMercorScale AIOutlierDataAnnotationTuringAppenRemotasksTolokaLabelboxSamaTaskUsiMeritHiveSnorkel AIRWS TrainAIOneFormaLXT
micro1InvisibleMercorOutlierDataAnnotationAppenRemotasksTolokaLabelboxSamaiMeritSnorkel AIRWS TrainAImicro1InvisibleMercorOutlierDataAnnotationAppenRemotasksTolokaLabelboxSamaiMeritSnorkel AIRWS TrainAIThe membership, without the noise.
- Private member space
- Career signals and market awareness
- Practitioner events and recordings
- Co-working sessions
- Coffee talks
- Member-exclusive meetups
- Career mapping tools
- Founding member status
Member experience acrossmicro1xAIInvisibleMercorScale AIOutlierDataAnnotationTuringAppenRemotasksTolokaLabelboxSamaTaskUsiMeritHiveSnorkel AIRWS TrainAIOneFormaLXTmicro1xAIInvisibleMercorScale AIOutlierDataAnnotationTuringAppenRemotasksTolokaLabelboxSamaTaskUsiMeritHiveSnorkel AIRWS TrainAIOneFormaLXT
micro1InvisibleMercorOutlierDataAnnotationAppenRemotasksTolokaLabelboxSamaiMeritSnorkel AIRWS TrainAImicro1InvisibleMercorOutlierDataAnnotationAppenRemotasksTolokaLabelboxSamaiMeritSnorkel AIRWS TrainAIWhat founding members get
A sharper way to stay seen, connected, and moving.
Practitioner sessions
Live events and recordings from people close to AI operations and evaluation work.
Co-working sessions
Work beside other members when remote AI work starts to feel too isolated.
Coffee talks
Small member conversations for perspective, shared context, and general career awareness.
First 50 founding status
Founding member access is limited to the first 50 members.
Member meetups
Member-exclusive gatherings for stronger ties, shared learning, and peer support.
Career mapping tools
Map your skills, work history, and next options across the AI work landscape.
Private member space
A focused home for AI practitioners who want signal without public noise.
How membership works
Learning, events, peer discussion, and career resources.
Membership does not include paid task assignment, job placement, staffing, or project delivery.
We see you
We know how this has felt.
- You finished a project, and overnight the whole team scattered to the winds.
- Your sharpest work is under NDA — so your resume reads like a list of gaps.
- You're onboarded with seven companies and still waiting for a single task.
- You applied everywhere. Most never even opened it.
- Nobody outside this work really understands what you actually do.
If even one of these read like your own diary — you're exactly who we built this for.
FAQ
Questions before you join
What human depth is, who's inside, and how founding membership works.
What actually happens inside human depth?
Inside, you'll find live practitioner sessions, coffee talks, co-working blocks, member meetups, recordings, and discussions centered around career growth, skill development, industry trends, and the opportunities emerging across the human layer of AI.
What are the events and sessions like?
Most people in this industry rarely get the opportunity to hear honest conversations about how others are navigating their careers, building expertise, and making sense of a rapidly changing field. Our sessions bring together practitioners, operators, founders, researchers, and industry leaders to share lessons, perspectives, and experiences from across the human layer of AI.
Who's in the room?
Evaluators, annotators, domain reviewers, ops and project people with member-reported prior experience across AI training, evaluation, research, and operations platforms. Peers who get the work without you explaining it.
Will founding membership help with career growth, positioning, and visibility?
Yes. Practitioner sessions and career mapping support growth. A peer network that stays with you between projects supports positioning and visibility — in a field where most of your best work stays invisible.
What's special about being a founding member?
Founding members are the first to use new tools, kits, sessions, and resources as we release them. More importantly, they help shape one of the only global communities built specifically for people working across AI training, evaluation, data, and operations.
Can I cancel anytime?
Yes — cancel in a click whenever you want, and you keep access until the period you've paid for ends. If human depth isn't right for you in your first 7 days, email us for a full refund.
First 50 only
Join human depth as a founding member.
Start quarterly and join the private member space for sessions, meetups, career resources, recordings, and career mapping tools.
$59.99/quarter$19.99/month equivalentClaim founding spot →