I am an engineer, a consultant, or fresh out of an MBA. How do I actually switch into GTM?
Your background is not a handicap, it is your entry ticket, but only if you aim at the door it opens. Engineers should look at sales engineering, solutions architecture or GTM engineering, where credibility with a technical buyer is the job and you are competing against people who cannot read the docs. Consultants already do discovery, stakeholder mapping and business cases, which is most of enterprise selling, so aim at mid market or enterprise AE rather than starting at SDR. MBAs get pushed toward product marketing and strategy roles, which is fine, but the fastest learning is still on a quota. Whichever door you use, do the work before you interview: pick ten companies, research their buyers properly, and turn up with a written outreach plan or a teardown of their positioning. That single artefact beats any amount of explaining why you are passionate about sales.
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Written by someone who went from Java developer to AppDynamics to Solutions Architect at AWS with no prior sales experience, so the path is proven rather than theoretical. His five signals (do you enjoy demoing, do you want to know why you are building this, are you comfortable in the room) are a genuinely useful self test before you burn six months applying.
A career switcher's biggest problem is not knowing what the ladder even looks like, and this lays out the whole thing from SDR to CRO plus the sideways exits into sales ops, customer success and product marketing. Knowing those exits exist changes which first role you should take.
Six of the ten roles most in demand at AI companies are technical (sales engineer, forward deployed engineer, solutions architect, GTM engineer, customer success engineer, implementation consultant), which is the clearest evidence that an engineering background is an advantage rather than something to explain away. Use it as a target list of job titles to search.
Built from a masterclass with Mohit Garg, former CRO at MindTickle, and written for cross-border companies selling from India, including how to structure SDR and AE teams for cost efficiency. Covers qualification, MEDDIC scoring, pipeline reviews and loss reviews in one place.
If you are the engineer in that list, this is the door the answer points you at, covered end to end: what the job is, the pay band, how people get hired into it, and what the days look like. Watch it before you decide sales means cold calling.