Motivated by recent experiments on 6 Li-133 Cs atomic mixtures with high mass imbalance, we study the Efimov correlation in atomic system of two heavy bosons ( 133 Cs) immersed in a bath of light fermions ( 6 Li). Using the Born-Oppenheimer approximation, we identify two different regimes, depending on the Fermi momentum of light fermions (kF ) and the boson-fermion scattering length as(< 0), where the presence of underlying Fermi sea plays distinct roles in the Efimov-type binding of bosons. Namely, in the regime kF |as| 1 (kF |as| 1), the Fermi sea induces an attractive (repulsive) effective interaction between bosons and thus favors (disfavors) the formation of bound state, which can be seen as the Efimov trimer dressed by the fermion cloud. Interestingly, this implies a non-monotonic behavior of these bound states as increasing the fermion density (or kF ). Moreover, we establish a generalized universal scaling law for the emergence/variation of such dressed Efimov bound states when incorporating a new scale (kF ) brought by the Fermi sea. These results can be directly tested in Li-Cs cold atoms experiment by measuring the modified bound state spectrum and the shifted Efimov resonance, which manifest an emergent non-trivial Efimov correlation in a fermionic many-body environment.A main task of physics research is uncovering novel few-body correlations in interacting many-body systems. In 1970, Vitaly Efimov discovers an intriguing three-body effect, in which three identical bosons can form a sequence of bound states in the vicinity of two-body resonance and they satisfy a universal scaling law [1]. In recent years, the Efimov effect has been generalized to a variety of three-body systems with different statistics and mass ratios, and has also been verified in the ultracold gases of various atomic mixtures . Given these developments, it is time to move on to address the interplay of such novel three-body effect and a many-body environment. For instance, how to visualize the Efimov effect/correlation in a many-body system? and in turn, how would a many-body background change the Efimov physics? These are all very charming while highly challenging problems, because they are associated with nontrivial few-body correlations in the strongly interacting many-body systems.The polaron system, which consists of a few impurities immersed in a majority of other particles, can serve as the simplest platform for investigating the interplay problem between few and many. Depending on the statistics of majority particles, the system can be classified into Bose polarons and Fermi polarons, both having been realized in cold atoms experiments [23][24][25][26][27][28][29][30][31]. Theoretically, there have been a number of studies revealing the universal three-body correlations in Bose polaron and Fermi polaron systems [32][33][34][35][36][37][38][39][40][41][42][43][44][45][46]. Nevertheless, the experimental detection of three-body correlation in polaron systems still remains at its infancy [47].In this work, we reveal the Efim...