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Yes, you will. It's only a numerical test and it's made by them (i.e. they don't use external service like SHL).
Yes, they do. You can find some good information here: https://www.wallstreetoasis.com/forums/oliver-wyman-numerical-reasoning-test
The Oliver Wyman test is one of the hardest tests out there for consultancies - most of the questions are similar to GMAT-type question (e.g. ratios, geometry).
One word of warning is don't worry if you don't finish the test - very few people do and the pass % is quite low!