Muriuki is an Advocate of the High Court of Kenya serving as a consulting Policy Analyst at FSD Kenya where he supports policy and regulation work. He holds a Master of Science in Law and Finance from the University of Oxford (UK) and master's and bachelor's degrees in law from the University of Nairobi.