Does your current company provide maternity leave and maternity benefits? If so, I reckon you just continue working at your current job and revisit the idea of finding a new job after you've given birth and done the ML. The economy is not so good now and it might not be as easy to look for a new job especially if you're pregnant.
If I were you, I'd do my job to the best of my ability and focus on having a healthy and safe pregnancy. Don't worry about this for now -- having a steady income and healthy pregnancy should be your priority for now. Everything else can wait after baby has arrive.
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