ESD Training Benefits for AI career transition - any success stories?
I got laid off from a software development position 6 weeks ago and am trying to pivot into AI/machine learning roles. I have a background in Python programming but need more specialized AI skills to be competitive. I notice ESD offers several training programs while on unemployment: - Training Benefits (TB) - Commissioner-Approved Training (CAT) - Self-Employment Assistance program (SEAP) - WorkSource training options - Public service training Has anyone here successfully used any of these programs for tech skill development? I'm particularly interested in which one might work best for AI-specific training. I'm worried about the cost of bootcamps vs. what ESD will actually cover. Also concerned about maintaining benefits while training. My weekly claim situation is stable for now, but I've been getting interview rejections due to lack of AI project experience. Any advice from someone who's navigated ESD training options for tech upskilling would be super helpful!
18 comments


Logan Scott
i tried WorkSource but they dont really have anything specific for AI tech stuff just basic computer training mostly. the SEAP thing is more if u want to start your own business not really for getting hired somewhere else
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Mila Walker
•Thanks for the input about WorkSource. That's disappointing but good to know. Did you end up finding any alternatives that worked better?
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Chloe Green
I successfully used Commissioner-Approved Training (CAT) last year to complete a data science program. It was a 12-week bootcamp that cost around $12,000. Here's what you need to know: 1. You need to apply for CAT BEFORE starting any training program 2. The training must be on ESD's approved provider list 3. You'll need to submit documentation showing the training leads to in-demand employment 4. While in approved training, you're exempt from job search requirements 5. They don't pay for the training directly - you're responsible for costs, but you maintain benefits while training For AI specifically, look at programs that include machine learning and deep learning components. I'd recommend researching bootcamps with good job placement stats and checking if they're on ESD's approved provider list. The application process takes about 3-4 weeks for approval.
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Lucas Adams
•Do they REALLY approve $12,000 programs?? That seems like a lot! I thought they only approved cheap community college stuff. How did u pay for it if ESD doesn't cover the cost??
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Harper Hill
I tried applying for Training Benefits (TB) but was denied because I had "marketable skills" according to ESD. They said my existing tech background meant I could find work without additional training. Super frustrating because the market had shifted and my skills WEREN'T actually marketable anymore without the new stuff! From what I understand, TB is harder to get approved for tech workers than CAT. With TB, they extend your benefits beyond the normal period while you train, but they're VERY selective about approving it. CAT is what most people in tech end up using because you're just using your regular benefit period, so ESD is less strict about approvals. The downside is you only have your standard benefit duration to complete training.
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Mila Walker
•That's exactly what I'm worried about - being denied because I technically have "marketable skills" even though AI roles require specialized knowledge beyond general programming. How long ago did you apply for TB? I wonder if their policies have changed with the recent tech layoffs.
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Caden Nguyen
hey just curious why ur trying to go into AI when u already have a masters in CS? shouldnt u already know that stuff? not trying to be mean just wondering if ur degree didn't cover AI courses
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Mila Walker
•Fair question! My Masters was completed in 2018 and focused more on software engineering and systems. The AI landscape has changed dramatically in the last few years, especially with the explosion of large language models and deep learning. My coursework included basic machine learning concepts, but employers now want hands-on experience with current frameworks and specific project experience that wasn't part of standard curriculum back then.
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Avery Flores
Has anyone been able to reach ESD directly to ask questions about these training programs? I've been trying to call for DAYS about a similar training question and can't get through. Always get disconnected or told the queue is full. So frustrating!!
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Zoe Gonzalez
•I was in the same boat trying to reach someone about my training approval a few weeks ago. After 3 days of constant busy signals, I found this service called Claimyr that got me through to an ESD agent in about 20 minutes. They basically call ESD for you and connect you when they get through. Saved me so much frustration! Their website is claimyr.com and they have a video showing how it works: https://youtu.be/7DieNd3C7zQ?si=26TzE_zGms-DODN3. The agent I spoke with was really helpful about explaining all the training options and what documentation I needed to submit.
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Ashley Adams
THE WHOLE SYSTEM IS BROKEN!!!! I applied for CAT last yr and they took 7 WEEKS to approve it! By then the program I wanted started without me and I had to wait for the next cohort. ESD is completely USELESS when it comes to helping ppl actually improve their skills. They just want to check boxes and meet quotas.
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Chloe Green
•While the approval process can definitely be slow, I'd recommend applying at least 6-8 weeks before your desired program start date. That timeline worked for me, and my WorkSource counselor told me that's the expected timeline they give everyone. It helps to work with a specific WorkSource counselor who can advocate for your application.
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Harper Hill
One thing no one's mentioned is that if you go the CAT route, make sure to research the AI program thoroughly. Some bootcamps advertise "AI curriculum" but barely scratch the surface. Look for programs that include: 1. Actual machine learning model implementation (not just using pre-built models) 2. Deep learning frameworks like TensorFlow or PyTorch 3. Natural Language Processing components 4. Portfolio projects you can show employers 5. Job placement assistance Also worth noting that many tech companies now offer their own AI certification programs. Google, AWS, and Microsoft all have ML/AI certifications that are well-recognized and some may qualify for CAT if part of a structured program.
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Mila Walker
•This is incredibly helpful! Do you know if online certifications like those from the big tech companies would qualify for CAT? Or does it need to be a formal in-person program? The certification route might be more affordable while still giving me the skills employers recognize.
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Logan Scott
my friend did the WorkSource thing and said they helped him with resume writing and interview practice which was actually useful. maybe try that part even if their training isn't AI specific
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Caden Nguyen
•yeah worksource helped me w/ my linkedin profile for free and that got me more interviews even tho i didnt do any of their training programs
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Chloe Green
To update on your question about online certifications: Online training CAN qualify for CAT if it's from an approved provider and is part of a structured program with defined start/end dates and course hours. Self-paced learning generally doesn't qualify. I'd recommend these steps: 1. Set up an appointment with a WorkSource career counselor (they're familiar with what ESD typically approves) 2. Bring a list of specific AI programs you're interested in 3. Ask them to help you determine which would likely qualify for CAT 4. Have them help you with the application paperwork In my experience, having a WorkSource counselor advocate for your application increases approval chances substantially. They know exactly what documentation ESD is looking for.
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Mila Walker
•This is excellent advice - thank you! I'll make an appointment with WorkSource this week. I've been researching a few structured online programs that have specific cohort start dates, so hopefully those might qualify. Did you find your training led directly to employment afterward?
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