Hey All,
1 YOE accepted a job offer as a data scientist at one of the big 4 a month ago for 108TC . My start date is Jan 3rd and I just received another offer from a tiny consulting firm for a ML consultant role for 120 TC fully remote. Is it worth reneging offer for?

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In a year or two, the big 4 brand will be more valuable than the 12k gap. This assumes the work is the same, regardless of what they say you'll do on paper. Consulting firms are known for saying you'll do AI/ML/DS and then you spend most of your time cleaning data and doing analysis more basic than ideal.

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What are your career goals? Are you confident that the small firm does ML consistently, or might they have an ML project right now, but then you'll be on data cleaning and BI in 6 months?

Depends on what your exit ops look like a few years down the line.

Haha this is why I’m asking more experienced people

Your TC will prob be close to that 120 number next year so it depends on income growth at the smaller firm.

What are your thoughts from a skill set growth perspective?

I was told in the ML consultant role I’d be working with spark and sounds too good to be true but idk what type of mentorship I would get :/

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