Responsibilities Skill

sensAI team at Lattice Semiconductor, innovates and creates solutions to enable edgeAI with programmable low power devices. Our vision is to unleash FPGA to add intelligence to every sensor used in Automotive, industrial and consumer products. As a senior member of the team, you will be responsible for developing and enhancing machine learning engine that infers neural networks on resource constrained devices. You need to bring expertise in machine learning to enable computer vision, robotics, human-machine interaction, or other related domains.

Job Description

We are seeking a highly motivated Senior 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 Skills
In-depth experience in designing and developing RTL using Verilog, System Verilog-HDL
Ability to carry out functional simulation using industry standard simulation tools such as Xcelium-Cadence, VCS-Synopsys




Architect and design RTL for Machine Learning compute engines targeting low power FPGA platforms
Collaborate with algorithm and architecture teams to translate ML models/operators into efficient hardware micro architectures
Experience in image processing and DSP algorithms implementation
Deep 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 plus

Education and General:
BE/MTech/PhD in Electronics, Electrical or Computer Engineering
Minimum of 14 years (12 years for MTech and 8 years for PHD) experience in RTL design
Independent and self-motivated, capable of executing under agile environment and uncertainties
Cutting-edge, problem solver who likes to come up with newer and better solutions for existing problems
Positive cross team communication and technical documentation desired

Disclaimer : This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.

📌 Sr Staff Rtl Eng Pune
🏢 Lattice Semiconductor (india)
📍 Pune