Careers

DeePhi value the spirits of pragmatism, innovation and profession. Engineers in DeePhi are all with strong technic background, innovative spirit and multiple problem-solving strategies. If you love deep learning and want to change the world with artificial intelligence technologies, come to join us!

Neural Network Compression Algorithm Engineer
Neural Network Compression Algorithm Engineer
Responsibilities

Researching and developing new methods for neural network compression algorithms

Analyzing, testing and improving neural network compression algorithms.

Job Requirements

BS or above degrees in Electronic Engineering or equivalent experience in relevant discipline (Computer Vision/ Image Processing/ Machine Learning, etc. );

Familiar with C/C++ under Linux;

Familiar with one or more deep learning algorithms, such as CNN or LSTM;

Familiar with one or more deep learning development tools, such as Caffe;

Hard-working and creative; capable of learning the latest algorithms and theories via research papers;

Strong sense of responsibility and team spirit, excellent learning abilities, willing to take on challenges and work under pressure.

Experience in academic papers in CVPR/ ICCV/ ECCV/ NIPS/ ICLR/ TPAMI (or other top academic conference/journals) is preferred.

Please Send Your Resume to dream@deephi.tech
Visual Algorithm Engineer
Visual Algorithm Engineer
Responsibilities

Researching algorithms of deep learning (including the structure and application of various neural networks) or computer vision (object detection, recognition, etc.);

Applying the algorithms to various complex scenarios, such as drones, robotics, video surveillance, etc.

Optimizing and customizing solutions for application scenarios;

Writing documents about algorithm analysis and optimization.

Job Requirements

BS or above degrees in Electric Engineering or equivalent experience in relevant discipline (Computer Vision/ Image Processing/ Machine Learning, etc.) ; more than 3 years’ experience in algorithm research;

Familiar with one or more deep learning algorithms, such as CNN or LSTM;

Familiar with one or more deep learning tools, such as Caffe;

Relevant experience in object detection/tracking/recognition etc.is preferred;

Hard-working and creative, capable of learning the latest algorithms and theories via research papers;

Strong sense of responsibility and team spirit, excellent learning abilities, willing to take on challenges and work under pressure.

Experience of academic papers in CVPR/ ICCV/ ECCV/ NIPS/ ICLR/ TPAMI (or other top academic conference/journals) is preferred.

Please Send Your Resume to dream@deephi.tech
ASIC Design Engineer
ASIC Design Engineer
Responsibilities

Design Deep Learning Processor

Job Requirements

BS or above degrees in Electrical Engineering or equivalent experience, familiar with ASIC Flow;

Familiar with Verilog and logic design

Familiar with design verification and timing analysis

Familiar with CPU/GPU architecture is preferred.

Familiar with ARM Soc structure and AMBA is preferred.

Familiar with Zynq or the other ARM based FPGA development is preferred

Familiar with Perl/Tcl/Shell etc. is preferred

Familiar with EDA tools is preferred

Please Send Your Resume to dream@deephi.tech
ASIC Flow Engineer
ASIC Flow Engineer
Responsibilities

Responsible for ASIC FE Flow, including synthesis, formal, STA, etc.

Responsible for timing and power constraints and analysis.

Cooperate with logic designers and backend engineers for timing closure.

Job Requirements

BS or above degrees in Electrical Engineering or equivalent experience, familiar with ASIC Flow;

Familiar with low power designs and optimizations;

STA/synthesis/formal flow experience.

Familiar with Perl/Tcl/Shell is preferred.

Familiar with AMBA is preferred.

Please Send Your Resume to dream@deephi.tech
ASIC Design Verification Engineer
ASIC Design Verification Engineer
Responsibilities

Responsible for the maintenance of SoC verification environment;

Responsible for the verification of SoC modules;

Responsible for the collection and analysis of functional coverage;

Responsible for the maintenance and updates of relevant scripts;

Job Requirements

Experience in SoC or complex IP verification;

Familiar with the verification flow;

Proficient in Verilog/ System Verilog;

Familiar with UVM/ OVM/ VMM;

Familiar with C/ C++/ SystemC;

Proficient in using at least one script language, Python/ Perl/ Makefile/ Shell /etc;

Knowledge of Synopsys/Cadence VIP is preferred.

Please Send Your Resume to dream@deephi.tech
DPU Tool-chain Engineer
DPU Tool-chain Engineer
Responsibilities

Develop highly optimizing compiler toolchain for DPU platform, including compiler/code-generator/assembler/linker/simulator/runtime/loader/profiler.

Participate in DPU architecture design and optimization

Develop IDE and integrate compiler toolchain

Compiler toolchain QA verification

Write technical documents for compiler toolchain

Job Requirements

BS or above degrees in CS or equivalent experience, 3 years of work experience in relevant fields.

Excellent in C/C++ programming and software design skills,

Strong research background of computer system architecture,and familiar with all kind of basic data structure and algorithms;

Experience in GCC、LLVM or Open64 compiler development is preferred;

Experience in DSP/GPU heterogeneous computing platform SDK development is preferred;

Knowledge and research experience with CNN deep learning algorithm is preferred;

Strong sense of responsibility,excellent learning ability and team work ethic,able to deal with challenges and work under pressure.

Please Send Your Resume to dream@deephi.tech
Senior C++ Engineer
Senior C++ Engineer
Responsibilities

Researching and developing tools for DPUs, including but not limited to compilers and simulators, making DPUs more applicable in the product;

Work together with deep learning algorithm & hardware researchers to provide better solutions for software optimization;

Writing design/development-related documents.

Job Requirements

Bachelor or above degree, major in CS, EE or Software-related fields; more than 3 years’ experience in C++ programming;

Familiar with the Linux operating system and development tools, proficient in Git, CMake, etc.

Experience in Python scripting language is preferred.

Strong sense of responsibility and team work ethic, excellent learning abilities, willing to take on challenges and able to work under pressure.

Please Send Your Resume to dream@deephi.tech
Software System Engineer
Software System Engineer
Responsibilities

Responsible for the application developments of embedded product;

Responsible for U-boot porting and maintenance;

Design and test low-level device drivers based on the Linux

Job Requirements

BS or above degree in Computer Science, Electronic Engineering,Automation or equivalent engineering degrees, Proficient in C/C++;

2 years’ experience in Kernel customization and software driver development based on Linux, experience with FPGA SoC design is preferred;

Familiar with communication interfaces & protocols, such as USB/I2C/SPI/UART/Ethenet, experience of USB testing is preferred.

Familiar with the board schematics, such as interruption,DMA, process scheduling and file system;

Excellent teamwork ethic, strong sense of responsibility and bold in making innovations.

Please Send Your Resume to dream@deephi.tech
Senior Hardware Engineer
Senior Hardware Engineer
Responsibilities

Responsible for hardware developments through whole product life cycle,including but not limited to hardware system design, component selection, schematic design, PCB design, BOM management, hardware debugging and testing, hardware problem fixing, validation and all the way to mass production.

Job Requirements

BS or above degree in Electrical Engineering or equivalent engineering degrees, familiar with high-speed digital hardware design, excellent knowledge of SI/PI, more than 2 years’ experience in high-speed digital board design;

Strong skills in using Cadence for schematic and PCB design.

Strong skills in using instruments such as oscilloscopes,logic analyzer etc.

Extensive experience in Xilinx FPGA board and sever board design is preferred;

Extensive experience in DDR3/4, DC-DC and relevant design experience is preferred;

Experience in mass production is preferred;

Good teamwork ethic and pressure handle ability, good communication skills with venders and other partners.

Please Send Your Resume to dream@deephi.tech