u/Grouchy-Load562

Hi all, I'm making a huge life decision and deciding between 2 job offers, so I would really appreciate perspectives from people in the DS field.

For some background, I’m currently a quantitative researcher working in corporate bond trading at a large bank in NYC. My work is fairly modeling-heavy (pricing, analytics) so I have strong research skills but not as much experience with the more formal DS workflow or software (Spark, Hadoop, AWS, etc).

Offer 1 (NYC) - Quant researcher role at a company that builds fixed income pricing models (company is a vendor to trading firms, so more product-focused, not actually trading)

• Higher compensation
• Stronger alignment with my current skillset
• Similar to 'Applied Scientist' roles at some tech firms and has strong data science component (tech stack, release cycles, product focus)
• I'm really excited about this role as it marries my experience with my desire to get away from the day-to-day stress of trading.

Offer 2 (Chicago) - Data scientist at a consumer credit agency. Role would focus on credit risk modeling for clients.

• More traditional DS role.
• Located in Chicago (my family and I would ideally like to live there long-term)
• However, I do like the idea of a role in consumer credit risk. It's practical, there will always be demand for it and there are lots of companies to transition to (PayPal, Stripe, Capital One, etc).

Goals / concerns:

• Chicago is a preferred long-term location for personal/lifestyle reasons.
• In a perfect world, I could do the quant job in Chicago but there are no companies like that there.
• I also wouldnt mind staying in NYC for a few more years

before looking in DS again

• but my concern is that I'm missing a golden opportunity to relocate and break into DS that I might not get again, even though the role itself is suboptimal.
• I really want to get away from the day-to-day aspect and PnL pressure of trading so I wouldn't want to transition to a pricing role at a Chicago prop shop

How I’m thinking about it:

• The DS role is a more direct path into the field (especially for credit/lending/fintech roles later) but it comes with a pay cut and potentially weaker long-term growth at that specific company
• The quant role keeps me on a strong comp/skill trajectory, but makes the DS pivot less direct and requires more intentional repositioning. It also maintains the friction of transitioning cities as well as jobs, down the line.

Questions:

1. Does starting in the credit-focused DS role meaningfully improve long-term opportunities vs transitioning later or would my more unique background from the pricing role help me stand out?
2. Am I underestimating how competitive DS roles are for someone without direct experience?
3. Would taking a pay cut now for a “cleaner” transition path be worth it in your view?

Appreciate any thoughts, especially from people who’ve made similar transitions or hired for DS roles.

Thanks!

edit: to be sure, the options i’m considering are either take the chicago DS job now or take NYC quant job now and look for better-paying DS job in Chicago in a few years.