Student Intern - Research

**Job Description** Join us as an Intern with **Nokia Bell Labs in Bangalore** . The Bell Labs Platform ASIC Research lab explores advanced computing architectures and algorithms for next-generation communication systems. In this internship, you will focus on enabling energy-efficient AI and wireless communication workloads through hardware-aware AI algorithms, neuromorphic computing, and domain-specific hardware acceleration, with potential exploration of RISC-V-based accelerators. You will work across AI/ML, wireless signal processing, energy-efficient computing, and hardware/software co-design, developing concepts and running experiments in Python and C. The work may also involve evaluating compute and energy-efficiency trade-offs and contributing to Verilog-based implementations, accelerator microarchitecture, or architecture design studies. You will work closely with Nokia Bell Labs researchers on early-stage research that could influence future intelligent and energy-efficient wireless systems. **Key Responsibilities** **HOW YOU WILL CONTRIBUTE AND WHAT YOU WILL LEARN** * Explore research ideas related toenergy-efficient compute for AI-driven wireless communication systems. * Study and evaluateneuromorphic computing approachesand their applicability to wireless workloads. * Develop experimental prototypes, models, and benchmarks usingPython and C. * Explore accelerator concepts, includingRISC-V-based acceleration, custom instruction extensions, or hardware/software co-design approaches. * Potentially contribute toVerilog implementation, microarchitecture exploration, or architecture-level design and simulation. * Compare conventional AI compute approaches with low-power, event-driven, approximate, or neuromorphic compute techniques. **Key Skills And Experience** **You have** * Enrolled in aPh.D. or MS Research programat the time of the internship. * Strong background in one or more areas such as computer architecture, VLSI/digital design, AI/ML algorithms, wireless communications, signal processing, embedded systems or hardware/software co-design * Hands-on programming experience inPythonand/orC. * Ability to design experiments, analyze results, and iterate on research ideas independently. * Strong fundamentals in algorithms, digital systems, and performance/energy trade-off analysis. * Availability for a6-month internship. **It would be nice if you also have** * Exposure toRISC-V architecture, instruction-set extensions, accelerator design, or processor microarchitecture. * Interest or experience inneuromorphic computing, spiking neural networks, event-driven compute, or low-power AI. * Familiarity with energy-efficient computing techniques such as quantization, sparsity, approximate computing, pruning, or workload-specific acceleration. * Understanding ofRTL design, hardware simulation, or FPGA/ASIC design flows. **About Us** **Advancing connectivity to secure a brighter world.** Nokia is a global leader in connectivity for the AI era. With expertise across fixed, mobile and transport networks, powered by the innovation of Nokia Bell Labs, we’re advancing connectivity to secure a brighter world. Learn more about life at Nokia . **Our recruitment process** We act inclusively and respect the uniqueness of people. Our employment decisions are made regardless of race, color, national or ethnic origin, religion, gender, sexual orientation, gender identity or expression, age, marital status, disability, protected veteran status or other characteristics protected by law. We are committed to a culture of inclusion built upon our core value of respect. If you’re interested in this role but don’t meet every listed requirement, we still encourage you to apply. Unique backgrounds, perspectives, and experiences enrich our teams, and you may be just the right candidate for this or another opportunity. The length of the recruitment process may vary depending on the specific role's requirements. We strive to ensure a smooth and inclusive experience for all candidates. Discover more about the recruitment process at Nokia . **About The Team** Some of our benefits: * Flexible and hybrid working schemes * Well-being programs to support your mental and physical health * Opportunities to join and receive support from Nokia Employee Resource Groups (NERGs) * Employee Growth Solutions to support your personalized career & skills development * Diverse pool of Coaches & Mentors to whom you have easy access * A learning environment which promotes personal growth and professional development - for your role and beyond