I've been doing product management for 6+ years in B2B SaaS. In my experience, I've worn all the hats in a tech team: PO, QA, Design, BA, Data Analyst, Scrum Master, User Researcher. Basically, I filled up whatever gap I had to in order to ship software.

What I'm tired and burnt out the most is the politics and dealing with leadership and business stakeholders, namely the high visibility and accountability that comes with being a product manager.

I'm most happiest when I'm in the weeds with the developers. Or diving into our analytics to better understand user behavior. I don't care about owning a roadmap anymore, or doing strategy. I want to be tactical and dive into the details. I really enjoy the low-level stuff.

After considering the many hats I've worn as a burnt out product manager, it feels like BA would align most to my interests while leaving out all the bad stuff? Would love to hear if anyone was a prior product manager before.

I have a BS in IT and 6 years experience. Without going to much into detail, I served as a sole tech at a highschool for almost two years (IT Director was my title, but inflated) and pivoted back to enterprise Tech support. Over the last 6 years in IT, on top of the changes the last couple of years, I have decided I don't want to stay in IT for a career.

This left me with searching for the type of work I enjoyed.

I am hoping to pivot to roles that utilize BA.

Yet, to be honest. I don't want a role that is mostly tech focused. If that was the case, then I'd have to grind for more IT experience on top of learning skills needed for Project management or coordination, operations, BA etc related work.

So medical, higher ed, government, nonprofit? All options I'm interested in. Of course enterprise to get my foot in the door if needed.

But I can learn skills, I can get a CAPM, Lean Sigma certs, practice what I learn with things that I have already done... but then what about industry knowledge?

I don't have medical experience. The Terminology or software..

If I wanted to do something more mission focused, I don't have experience or education with homelessness, education(beyond doing tech), disabilities, etc.

My background is in tech, but at the same time I want to move past it. Not that I won't use it for my advantage, but I dont't want another career focus that will have me chasing IT knowledge for years to come.

However I've seen a lot of BA roles focus on tech.

Any advice?

Hello, I am attending my first ever conference tomorrow and it’s all about Business analysts.
My goals -
1. Find connections who can potentially hire me
2. Make BA friends who can refer me if their company is hiring
3. Find mentors
4. Bring back learnings for my team
5. Tips on what certificates are worth getting
6. Tips on next career move

Context
1. I have been working as a BA for 4 years post university (bachelor of business tech)
2. I am employed on a contract so I will be job seeking in 6 months
3. I have only worked as Business Analyst and not at the senior level yet

I am looking for any tips and especially if you were at the conference what could I say or do to leave an impression on you to help me achieve any of my goals.

I have a one hour interview with a Senior Ba and I am a BA as well.

What I will be most tested on in this hour? How should I prepare for it?

Thanks

Hi everyone,

I was recently laid off after 5 years in Software Quality Assurance, where my day-to-day focus was heavily centered on functional analysis, system workflows, and requirements validation. Rather than jumping straight back into another pure QA role, I have decided to use this transition point to pivot into a Business Analyst position.

Throughout my time in QA, my core strength and interest were always on the front end of the delivery cycle: breaking down complex user stories, catching gaps and edge cases during backlog refinement, challenging ambiguous acceptance criteria, and collaborating directly with PMs, devs, and stakeholders before development kicked off.

To formalize my background and fill in the knowledge gaps, I bought and am currently working through the "Business Analysis Fundamentals (IIBA endorsed)" course by Jeremy Aschenbrenner on Udemy. It has been great for mapping my practical QA experience to formal BA frameworks like structured requirements elicitation, stakeholder management, BRD/FRD structures, and modeling notations like BPMN and UML.

Given the current job market, I want to make sure I am preparing and positioning myself effectively. For anyone who has made this transition or regularly hires BAs, I would appreciate your guidance on a few questions:

1. Reframing QA Experience: What are the most impactful ways to position 5 years of functional QA on a resume so hiring managers see genuine BA capability, rather than just traditional testing duties?

2. Key Deliverable Gaps: Beyond user stories and acceptance criteria (which I already write and review regularly), what specific artifacts should I practice building independently to prove day-one readiness? For example, should I focus more on process flows, current vs. future state mapping, or functional specs?

3. Certifications vs. Portfolio: Since the course aligns with IIBA material, is pursuing an entry-level credential like the ECBA worth the investment right now, or would my time be better spent assembling a solid portfolio of end-to-end requirement documentation?

4. Interview Blind Spots: What mindset traps or technical gaps typically trip up candidates transitioning from a QA background when interviewing for dedicated BA roles?

Any honest feedback, advice, or recommended approaches would be greatly appreciated. Thanks in advance!

Hello guys,

we had 4 sessions of around 1 to 2h duration about a certain system of our client. Fortunately everything was recorded and transcribed. And now Im on it to summarize the meetings, map out the end-2-end processes, exceptions, connections to other systems and so on. Based on this Im creating process flow drafts for the detailed stakeholder workshops.

I want to use Copilot (maybe Claude if I get access) to summarize the meetings into one document incl. high level process flows.

Im thinking about following workflow with AI:

- Upload the transcript seperately and split the word into several documents based on topics touched.

- Summarize each splitted transcript based on my deliveries. Only using information from the transcript, marking descriptions which need more clarification.

- Merge the summarized documents, delete duplicates.

---- Doing this with each meeting transcript again.

- Merge the 4 summarized meetings, delete duplicates.

Does this workflow make any sense? Any recommendations, especially how to prompt it efficiently?

I got hired 5 years ago as a admin support, after a few months I wanted to upskil so I got myself involved in projects, stakeholder meetings, creating jiras and updating confluence all whilst doing the job I was hired for. I ended up getting my ECBA and Lean Six Green Belt and spoke to the BA boss within my company to see if there where available positions. Created a good report and I was moving my way up untill he quit due to some bullshit and a few months later I got made redundant because my actual role wasn't required.

I feel like all this work has gone to waste, kinda feel deflated cause Im not getting even looked at for ba roles when I apply.

I’m a recently promoted BA manager. I have a team of 9 ba’s. We’re about to lose 3 high performing BA’s (one is a senior BA) due to lack of internal progression options, contract coming to an end & a career pivot.

I need to try backfill these roles asap & it’ll be my first time interviewing but I want to make sure that I get a similar quality of BA coming in so work output doesn’t suffer. (Junior BA roles will be going live later in the year for BA’s that aren’t as strong)

Does anyone have any tips on how to sift out the weaker BA’s from CV reviews, to interview questions & behaviours to look out for ?

Thank you in advance.

Hi everyone!
I’m currently interviewing for a Junior Business Analyst position and was asked:

“If demand doubled tomorrow, what would break first, and what would you do about it?”

My initial thought is that the answer would depend on the business model and its current bottlenecks. For example, it could be operational capacity, staffing, inventory, customer service, technology, or the supply chain.

However, I’m not sure how to structure my answer
how would you approach this question?

Help a future Business Analyst out, please! ❤️🥹📊

Hello BAs! I have a quick question:

How well regarded is the CBAP certification? I just got my PMP and am debating on getting the CBAP. Not looking to move jobs or anything but thinking down the line.

I’m trying to figure out how I’m going to support myself in this new AI age. I recognize what’s happening and I either will be in meetings all day discussing strategy and growth problems or need to learn how to code and execute the final strategy requirements in the system. I don’t like talking or thinking out loud and I don’t know how to code. My current role was getting final decision info from someone and documenting them and sending it to developers but with ai it can do that and the rest is merged between the two roles described above. I just don’t know what hard to pick.

I’ve got a feedback a couple of weeks ago that I’m pretty good at reporting things but I need to bring more of the analytical side to things.
It’s being tough because I work as a secondment in this company and I don’t have much access to certain parts of things that would aggregate more to my approach on certain issues.

I wanted to know how was your experience in doing this switch. What tools helped you? What would you’ve done differently?

I have a final interview for an entry level business/technical analyst interview next Friday and I am rly stressed because they said the interview will be more focused on situational/applied thinking/problem solving, like basically scenarios at work I could face. I have never done an interview like this before so I am really stressed. I have 0 clue how to prepare because I usually keep notes on the side but I feel like this is smth I’d need to memorize for. I have blown a 3rd interview many times in the past so I am feeling really hopeless. If anyone knows the most likely questions they’ll ask/how to answer, and how I should study please let me know

If anyone has been through the TDP, I really would appreciate any advice about the interview process and how it works because I want to be prepared if I can get the interviews.

I just got offered the HackerRank Online Assessment, and I think I can do pretty well on this since it gives you some time to complete it and you can kind of prepare for it in a way. I'm a rising senior in college, and I'll admit my programming isn't the best, but it's enough for a business analytics position. I just would like to know if there is any live coding with the recruiters or anything like that, because that is something I will definitely need to prepare for.

I have 1.5 YOE and ive realized SWE is simply not at all for me. I want to switch to BA — is there a certificate or anything I can do to increase my marketability?

Ive done SQL, Python, and some product management type work. Is this enough?

I'm a product designer by education, but my field has been hit pretty bad because of factors including AI. Business analyst seems like a good place to pool my efforts into so I'm considering gaining credentials in it. If you're in the field, I'd like to know how your experience was getting a job. Also, does my existing experience in UX design help in getting a job in the field in anyway?

Thanks in advance

Has anyone studied for ECBA using claude/ChatGPT alone? How did that go?

If not, what did you use

My background is a BS in IT, tier 1, tier 2, solo IT at a school, and now tech support at a larger company. My current team is locked to support, so I can’t get project or admin experience there.

What I gravitated toward is figuring out how something should work and fixing the process around it. At the school I picked and rolled out a ticketing system, fixed a messy onboarding and offboarding process, and made a laptop purchasing decision that helped balance the budget and what teachers needed. I enjoyed those far more than the technical side. I also like explaining things and helping people in a way where I can see the result. What drains me is deep troubleshooting, studying for technical certs, repetitive tickets. Working between admin, teachers and other staff to come up with solutions was rewarding.

I’m the main provider, so I can’t go much below about $55k. Earlier this year I was offered a county data manager school job (that had promise in going beyond that) at $41k, but had to turn it down because I couldn’t afford to make that little.

I’ve researched a lot of roles, like business analysis, PM, project and program coordinator, government program specialist, clinic operations, and training. The experience requirements and pay make the pivot look hard, and I’m not sure that sticking with IT is any easier. The leap from Tech Support to Sys admin is difficult as well and means getting more technical.

My current plan is to stay hirable in IT, keep my resume updated, and build toward something else on the side, maybe with CAPM or ECBA?

I’d appreciate any advice. Has anyone made a similar move and what worked? Is there a type of role I’m missing that fits what I described?

I thought about maybe volunteering might help, but I became pessimistic that it would, because how is that going to get me BA related experience? Of course volunteering for the sake itself is something I will probably start doing more, but the idea of it helping me career wise is less likely.

My current tech support role is very limited. Definitely expected to stay in my lane. I left the school, because it was a very chaotic environment and poorly run.

So idk what could help? CAPM or ECBA without more experience to put on my resume? I partly want out of Tech focused roles, so even if BA roles that are tech focused would make more sense, I am not sure that is what I want.

When I worked at the school finding those solutions and watching them get implemented was the most enjoyable thing I had done since graduating. It wasn’t about learning about technology, it was about the whole experience of defining the problem, researching, talking with stakeholders, finding solutions and proposing them, and then seeing them implemented.

But my experience is a bit weak, definitely since I can’t really build on it at my current job.

Any Advice?

I just got an offer to intern for Capital One's Business Analyst role, but I'm stuck between Plano and McLean. Has anyone worked this role and want to share their input? Here's what I've weighed:

Plano:

\- I live in DFW, so it'd be a 30-40 minute drive and I can pocket the $5k relocation stipend

\- I don't really want to live at home for the summer, but my mom wants me to stay

\- Friends in DFW and Austin

McLean:

\- More project opportunities, HQ office

\- Higher cost of living, but I have the relocation stipend + I have a friend interning in the same role in McLean so we can share living costs

Is it smarter to just keep the stipend and stay in DFW, or is it worth relocating?

I'm a business analyst on a Mac and I log time in Jira on a lot of different tickets every day. I'm trying to automate as much of it as I can, and I keep running into the same wall: our Jira is self-hosted (Data Center), so most of the nice tools that only talk to Jira Cloud are out, and I can't get an admin to install a marketplace plugin.
What I'm thinking of building:
ActivityWatch (or Timing) runs in the background and records the active app, window title and browser URL. A small script picks out issue keys like ABC-123 from titles and URLs, adds meetings from my calendar, and for pages that don't have a key in the title (Confluence mostly) I'd keep a manual lookup table. At the end of the day it merges everything into blocks, rounds to 15 minutes and shows me a draft. Nothing goes to Jira until I approve it, and then it posts through the REST API with a personal access token.
I've looked at Daily, Planim Time and Cloky + Timing/Toggl. Each one misses something for me: either no Data Center support, or I still have to click a timer or answer a prompt, or there's no way to write the worklog back without a plugin.
So, does anyone actually run something like this? How well does matching window titles to tickets work in practice? I'm wondering how much time ends up unassigned and how often it guesses wrong. Also, is there an existing tool that does draft worklogs from activity and works with Data Center via PAT? I'd rather not reinvent it if so.
One more thing I'm unsure about is privacy. It's a work laptop and this records window titles and URLs, so I'd be curious if anyone ran into trouble with that.

I am 25(F) with experience as a sales executive for 4 years, I bring customer behaviour analysis, infield experience with customers(B2C) and user empathy.
I have completed Product Management Training from IIT Delhi, I did an interesting capstone project that helped me learn core basics. Now I plan to make 3-4 projects to add to my resume and transition into PM roles.

If you are a HR/Founder of a startup or someone who can help me in any way based in Delhi NCR/Gurgaon/remote and you are looking for a Product Management/Business Analyst Intern kindly DM me.
My expectations are to learn and work under a PM/Founder to have some expanded knowledge on the domain. As I lack the hands on experience. The market is pretty messed up and I am just hoping for the best.

If a platform already tracks employee hours and labor costs, adding payroll seems like it could make reporting more useful.

I would like to know whether having all that data in one place makes financial analysis easier or if businesses still end up pulling reports from different systems

Has anyone worked with a setup like this?

I’ve felt a recent rise in “Business Analyst” roles that require the responsibilities and skill stack of a whole tech floor. Companies love dumping multiple roles on BA generalists and exploiting them until burnout.

I’ve been a BA for 8 years across 3 companies and with each year I am trained then expected to backfill for more roles that the companies should have hired more of.

I started as a BA doing requirements, user stories, flowcharts, and some data. Today, I am expected to lead exec level projects like a Sr. PMP, be a BI/data analytics expert, IT specialist, and now I’m also a software engineer committing Java code for our legacy software for backfilled (higher paid) devs, all for no extra pay. Many of my coworkers quit afterwards and say they are expected to be like that in interviews too just to get a new BA job.

Are we normalizing this massive silent exploitation from companies? Have you guys experienced this recently too?

During the 2026 Malaysian Grand Prix at Sepang, wet-weather conditions exposed an unexpected interaction between several software-controlled power management rules. Multiple cars lost propulsion during formation laps, forcing the race start to be abandoned while an emergency software update was developed and deployed.

What makes this interesting is that there does not appear to have been a single "bad requirement."

The system contained several reasonable business rules:

• Reduce power deployment in wet conditions.
• Restrict power in specific track sectors.
• Trigger protection mechanisms under abnormal operating conditions.
• Optimise hybrid energy usage.

Individually, all of these requirements made sense.

The problem emerged when heavy rain, low grip, unusually low vehicle speeds, sector restrictions, and protection logic all occurred simultaneously. The resulting behaviour had apparently not been anticipated or fully tested.

As BAs, we often spend significant effort eliciting and validating requirements individually. However, this incident is a reminder that some of the highest risks exist at the intersection of requirements.

Some questions this case raises:

• How often do we explicitly analyse interactions between business rules?
• Do we maintain an assumptions register?
• Are edge cases and operational scenarios included in test planning?
• Do we model what happens when multiple "unlikely" conditions occur at the same time?

My key takeaway:

The software did not fail because a requirement was wrong. It failed because several correct requirements interacted in a way nobody anticipated.

This is a fascinating example of why scenario analysis, assumption analysis, state modelling, and edge-case testing remain valuable BA techniques, particularly in complex or highly automated systems.

Sources: (I've been prevented from adding links).
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All the places I've worked, good or bad, none of them did Exit Interviews. And in most of the instances I've seen, once an employee give their 2-weeks notice, the company lets them go early. Why not try an exit interview? Why not ask an employee what was good and what was bad about working at your company, in an interview where they will be honest, because there will be no repercussions.

Employees are just as important as customers. Employees fulfill your customer needs. You want the data from potential lost customers that went elsewhere, why not collect data from lost employees. What have you got to lose?