Battery Degradation and RUL Specialist
About this role
About the Company
At Avaron, you get the security of permanent employment combined with the variety of working at different customers. We place specialists across everything from tech, IT and industry to project management and business support – and whatever the assignment, you have a consultant manager who is there for you and your development.
About the Role
About Avaron AB
At Avaron, you get the security of permanent employment combined with the variety of working at different customers. We place specialists across everything from tech, IT and industry to project management and business support – and whatever the assignment, you have a consultant manager who is there for you and your development. About the Role You will help shape an MVP focused on used BEV next-life planning, where battery health insights need to become reliable input for real business decisions. In this role, you will bring deep Li-ion battery expertise into a cross-functional environment with strong data science, software, and data engineering capabilities already in place. Your focus will be to make battery degradation assessments technically credible, practically useful, and easy to act on. You will challenge assumptions, interpret health estimates, and help connect SOH and RUL analysis to decisions around contract length, pricing, warranty risk, and residual value. This is an exciting opportunity if you want to work close to both advanced analytics and real-world automotive use cases where your expertise will directly influence how battery value is understood. Job DescriptionYou will develop and validate SOH and RUL models for used BEVs together with analytics and engineering teams. You will interpret battery degradation using operational vehicle data and explain what the results mean in practice. You will compare on-board battery health estimates with off-board model results and investigate deviations. You will assess aging drivers such as temperature, SOC, depth of discharge, charging behavior, C-rate, load, and route profile. You will define limitations, confidence levels, and applicability criteria for battery lifetime estimates. You will translate battery health and RUL insights into recommendations for used-vehicle sales, leasing, warranty, and residual value decisions. You will work closely with battery engineers, data scientists, and co