Only 24h Left Staff Machine Learning Engineer

3 weeks ago

Pune, Maharashtra, India Lattice Semiconductor Full time

Lattice OverviewThere is energy herexe2x80xa6energy you can feel crackling at any of our international locations It s an energy generated by enthusiasm for our work for our teams for our results and for our customers Lattice is a worldwide community of engineers designers and manufacturing operations specialists in partnership with world-class sales marketing and support teams who are developing programmable logic solutions that are changing the industry Our focus is on R D product innovation and customer service and to that focus we bring total commitment and a keenly sharp competitive personality Energy feeds on energy If you flourish in a fast paced results-oriented environment if you want to achieve individual success within a team first organization and if you believe you can contribute and succeed in a demanding yet collegial atmosphere then Lattice may well be just what you re looking for Responsibilities SkillsWe are seeking a highly motivated Staff design engineer who will be responsible for design and development of RTL for Machine Learning engine You are responsible to implement ML operators efficiently using resources on low power FPGA You need to bring experience in optimizing data path for high throughput and low latency Good understanding of neural network accelerators and or DSP processors is essential to be successful in this job Requirements Key SkillsIn-depth experience in designing and developing RTL using Verilog System verilog-HDL Ability to carry out functional simulation using industry standard simulation tools Good understanding of ML operations like convolution BatchNorm etcExperience in image processing and DSP algorithms implementationDeep understanding of machine learning data models to optimally map it with hardware Experience in FPGA ASIC synthesis flow timing closure Working knowledge of computer architecture and memory management Experience with C and or SystemC is a plusEducation and General BE MTech PhD in Electronics Electrical or Computer EngineeringMinimum of 10 years 8 year for MTech and 5 years for PHD experience in RTL designIndependent and self-motivated capable of executing under dynamic environment and uncertaintiesInnovative problem solver who likes to come up with newer and better solutions for existing problemsGood cross team communication and technical documentation desire

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