This requires use of Bayes' Theorem I think.
P(Mgr on Duty|Defective) = 0.39 x 0.03 / (0.39 x 0.03 + 0.61 x 0.02) = 0.4895 . . .
You can draw a tree diagram: 1st branch for Manager(prob: 0.39) vs No Manager(prob: 0.61), and from each branch, consider Defective vs Non-Defective.
Edit
I mixed...