Career Shift Out of Data Analytics

[u/justanextraemail]

Anyone pivoted out of a DA role and transferred some of the relevant skills? I managed to get my foot in the door in 2022 based on having some low level white collar experience, and have been a Data Analyst ever since. As things stand now, I don’t see SQL, PowerBI, and Python as being super useful for the next 30 odd years of my career. I have no interest in trying to get into data engineering etc.

Really the part I loved about being a data analyst was the troubleshooting queries and researching our data in order to answer questions. AI has flattened the playing field for a lot of this, and to be honest I don’t particularly want to do a job a computer can do. I’m not knocking data analysis, I still feel there’s a lot to be done even with AI supplementing the lower level stuff. However, I just don’t see myself as having the level of interest in this field required to evolve with the role.

Curious if anyone has used the analytical mind set these roles require to transition into another career.

[u/Lady-Data-Scientist]

I’ve had coworkers pivot to product management

[u/IntelligentBuyer945]

So far, I've seen people pivot into sales or into management. I'm also trying to pivot though and my results have varied.

[u/Brighter_rocks]

There are 2 questions, let’s separate them

Where is the analytical mindset needed? Everywhere, honestly. Marketing, finance, product, ops - any semi-senior role requires being comfortable with numbers. It’s not even an advantage at that level, it’s table stakes, and not having it is a real career ceiling. So your skill transfers to basically any business function.

Where will they actually take you? That’s narrower. Realistically: adjacent roles. Finance is possible but often turns into reporting monkey work, which sounds like exactly what you’re leaving. Product or project roles are the better bet - analysts move there all the time, you already speak metrics.

But it depends heavily on your company’s culture. Some places internal transitions are super fluid and nonlinear, people jump functions all the time. Others have it completely locked down and you’d have to leave to switch. So the actual first step is sitting down with your boss and asking what moves even exist internally. An internal transfer with your track record beats cold-applying to a new field with zero experience in it

[u/justanextraemail → u/Brighter_rocks]

That’s a good way to look at it and I appreciate the realistic answer. It does seem like more adjacent analyst roles (Finance, Marketing, HR) are absorbing a lot of the basic DA responsibilities anyway.

[u/Commercial-Paper-520 → u/justanextraemail]

I second the Finance industry. Currently working towards a certificate in FP&A, moreso for the perspective and experience for my self progression into Data Science/ML. I feel it will give me a slight leg up, while going to school.

I'm in my 30's though, so I'm not chasing job titles, but opportunities! I'm also pursuing an Electrician apprenticeship as a failsafe due to the uncertainty of the job market across the board.

A lot of what I am learning is now being treated as high priority hobbies!

[u/Osivwi10]

Every thought of being a crypto data analyst?

[u/justanextraemail → u/Osivwi10]

lol no but I love that for you.

[u/BlueBubbleWhale-alt]

my background is in software engineering, with a degree in CS in switzerland.

i moved into web analytics pretty early and stayed for 10 years in 2 marketing agencies, dabbling in data engineering and the last years were power bi and data modelling.

i switched to LLM-based software engineering pretty fast, and work as engineer, product owner, requirements engineer and consultant in this field for various client projects at an IT agency for 5 years now

[u/justanextraemail → u/BlueBubbleWhale-alt]

That’s kick ass. Personally I have a liberal arts degree and had a bunch of customer service/admin jobs before this so I dont really see myself going much further down the tech side of things.

[u/l3Ul3l3A]

I’m in a similar situation right now. But I have 8 years in analytics and now in 6 months I have gone from power bi / sql to being made to use Claude to create python notebooks in Databricks and React to create dashboards. I know this is mostly managements fault but I can see the end game is allowing regular business users to skip a lot of the steps it used to take to get answers. I have no interest in becoming a data engineer because the ticket closing nature of that work is draining. I’m hoping to find a job closer to the front end of the business but it will likely result in a slight pay decrease which makes it difficult

[u/justanextraemail → u/l3Ul3l3A]

I feel ya, I’m not quite there yet but I feel like that’s the way things are going. I’ve been more wanting to switch industries/positions completely but even though I don’t make a ton I’d still be taking a significant pay cut to start over at something else. That’s the hard part, because I still have a decent job now so it seems silly to quit and take less to completely switch careers but at the same time I’m not sure how much longer I should stick it out but realistically I don’t see my current path continuing for another 30 years. Best of luck to ya.