Despite recent significant progress in cancer immunotherapies based on adoptive cell transfer(s)(ACT), the eradication of cancers still represents a major clinical challenge. In particular, the efficacy of current ACT-based therapies against solid tumors is dramatically reduced by physical barriers that prevent tumor infiltration of adoptively transferred effectors, and the tumor environment that suppress their anti-tumor functions. Novel immunotherapeutic strategies are thus needed to circumvent these issues. Human peripheral blood Vγ9Vδ2 T cells, a non-alloreactive innate-like T lymphocyte subset, recently proved to be a promising anti-tumor effector subset for ACT-based immunotherapies. Furthermore, new cell engineering tools that leverage the potential of CRISPR/Cas technology open astounding opportunities to optimize their anti-tumor effector functions. In this review, we present the current ACT strategies based on engineered T cells and their limitations. We then discuss the potential of engineered Vγ9Vδ2 T cell to overcome these limitations and improve ACT-based cancer immunotherapies.