Simulation & Test Neuroengineer

hace 3 semanas

Barcelona, España Inbrain Neuroelectronics A tiempo completo

As a Simulation Engineer you are responsible for using and improving INBRAIN's in-silico environment to simulate electromagnetic fields and their measurement with realistic biophysical sensors (neural sensing), and to simulate neurocomputational models and their modulation with stimulation. All within realistic anatomical brain models.   
You will collaborate with ML and data scientists to enable these in silico capabilities to test and rapidly iterate the development of data driven algorithms for neural signal processing and neuromodulation. You will also collaborate with electrical and material science engineers to optimize neural sensing and neuromodulation capabilities of our neural implant. Finally, you will collaborate with a field engineer to transfer in-silico tests to in vitro bench tests to validate algorithms developed within the team and rapidly adjust and iterate on their development prior to pre-clinical in-vivo testing. 
Familiarity and/or interest in Multiphysics simulations is a plus. As the project matures you will further support the development team to virtually prototype and evaluate implant designs and patient safety regarding compatibility with medical imaging (MRI, CT etc.), heat dissipation, and effect of externally applied electrosurgery and defibrillation currents.
Main responsibilities Simulation :
Using and improving an in-silico framework to simulate brain signals and their neuromodulation with electrical fields. This is in the scope of basal ganglia and corticothalamic networks and based on available neurocomputational and neuromodulation models.  Integrate and maintain our current in-silico capabilities to model anatomically realistic conductivity models and the biophysical transduction of electromagnetic fields at the sensor level. Use the in-silico framework to test and validate signal processing pipelines and machine learning algorithms developed within the team for future pre-clinical and clinical in vivo applications. Manage and familiarize (if needed) with Sim4Life based simulation platforms to perform: Computational neuromodulation. I.e. dynamic modelling of electromagnetically induced neuronal activation, inhibition, and synchronization. Neural sensing. I.e. the simulation of neuro electrical signals, their conduction in biologically realistic tissues and their transduction at the sensor level. Computational biophysics applied to neuron tissue and membrane models. State-of-the-art electrode arrays for stimulation and recording from neuronal tissues. Work closely with Data and Algorithm engineers to design the best test environments for the desired data driven algorithmic interventions.  Work closely with Data scientists and Neuroscientists to design and implement the simulation capabilities regarding the network dynamics and brain signals of relevance in Parkinson's disease and affected structures. Build parametrized electrode arrays and expand the in-house biophysical simulation capabilities used to optimize electrode array designs and perform sensitivity analysis and evaluations.  As the project progresses, define various electrode design concepts, optimize those for maximum activations of the neuronal targets, with a high spatial selectivity, as well as sensitive recording capabilities. As the project matures, receive training (if needed) in broader simulation capabilities (heat transfer, radiation and EM current induction and heat generation and dissipation) to expand the simulation capabilities and inform medical implant design and safety Testing :  Design bench/in-vitro test paradigms that will enable to further test and validate the algorithms previously tested and iterated using the in-silico platform. Work closely with field engineers to transfer in-silico paradigms to in-vitro and in-vivo setups for testing.  Support experimental execution of relevant data collection. Your profile Master or PhD, with a background in neuro-engineering, neuroscience, biomedical engineering or physics. Experienced in using neuro simulation platforms, like COMSOL, Sim4Life, and/or other relevant platforms. Experience simulating dynamical systems and differential equations.  Experienced in finite elements and subfamily of simulation frameworks. Experience in data analysis, MATLAB and Python coding.  A sparring partner to colleagues in other disciplines like software, electronics, or mechanics. A high-energy, self-motivated, and pro-active individual able to work in a diverse team in a startup company. A flexible, service minded colleague with good analytical skills, reliable, pragmatic, and result oriented. Good communication and presentation skills  Fluency in English required (company language) and Spanish is a plus.  Why us? We are looking for someone who Is ready to proactively bring new ideas to the team, push boundaries and constantly look for innovation. At INBRAIN we believe on shared success and diverse ways of thinking, here you'll learn, grow and advance in an innovative culture 
WHAT CAN WE OFFER TO YOU? Acollaborative environment where innovative ideas flourish and teamwork drives us forward. At INBRAIN, we believe the power of collective intelligence is unique. You will be part of a team that thrives on open communication, knowledge sharing and mutual respect. Meaningful Work Impact:Our projects are not only exciting and challenging but also have a positive impact on the industry and society as a whole. You'll be part of a team that strives to create meaningful change. Cutting-Edge Technology Exposure:Joining us means immersing yourself in the latest technologies and innovative solutions. You'll have access to state-of-the-art tools and resources, fostering continuous learning and keeping your skills relevant in a rapidly evolving industry. Competitive salary (according to your experience/skills) Payflow & Flexflow Private Health Insurance (optional) Training bonus for professional development. 23 vacation days per year + 24th and 31st of December.   At INBRAIN, we're not just offering a job – we're inviting you to be part of a transformative journey, Join us#J-18808-Ljbffr

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