Study’s Novelty/Excerpt This study presents comprehensive overview of the roles of various bacterial genera, including Alcaligens, Achromobacter, and Bacillus, in the biosorption of chromium from contaminated soils, highlighting specific factors influencing biosorption efficiency. It uniquely addresses the optimization of environmental conditions such as pH, temperature, and nutrient availability to enhance large-scale biosorption processes, bridging gaps noted in previous literature regarding the scalability of bacterial biosorption. Additionally, the manuscript underscores the necessity for further research in biotechnology and molecular engineering to fully harness the potential of bacterial biosorption for chromium remediation, presenting a forward-looking perspective on advancing this bioremediation strategy. Full Abstract Chromium possesses detrimental effects on the health of both plants and animals. Biosorption is a process where biological materials (bacteria, fungi, algae, or agricultural waste) are used to remove pollutants from contaminated sites. Conventional methods of remediating heavy metal-contaminated soils, such as excavation and chemical treatment, are expensive and disruptive, making them less desirable. Factors influencing bacterial biosorption efficiency are promising approaches involving bacteria to remove heavy metals such as Chromium, lead, nickel, cadmium, arsenic, etc., from contaminated soil. Some bacterial genera involved in biosorption include Alcaligens, Achromobacter, Acinetobacter, Alteromonas, Arthrobacter, Burkholderia, Bacillus, Enterobacter, Flavobacterium, and Pseudomonas. These bacteria can adsorb heavy metals such as Chromium and biotransform them into less toxic forms. Some factors influencing bacteria biosorption efficiency include pH, temperature, concentration, bacterial surface compositions, metal ion characteristics, and soil composition. Challenges associated with using bacteria for biosorption, as outlined in previous literature, include the slowness of the process and the fact that it may not be suitable for large-scale application, even though many other authors have proven its applicability on a large scale. Also, the key quality needed from the bacterial biosorbent must be tolerating the heavy metals. Another area of focus in current research is optimizing environmental conditions, such as temperature, pH, and nutrient availability, to achieve a more efficient biosorption at a larger scale. This overview highlighted the roles of bacteria in the biosorption of chromium heavy metal as a strategy for the bioremediation of Chromium contaminated soil. Conclusively, bacterial biosorption has a great potential for use in Chromium- contaminated soil remediation, and more research is needed to fully realize this potential, especially in biotechnology and molecular engineering.