Edge Ai Software Engineer

2 weeks ago

Singapore ENVIRODYNAMICS SOLUTIONS PTE. LTD. Full time

**Edge AI Software Engineer
As a key player in the organization, you will have the chance to work on groundbreaking projects that are shaping the future of AI at the edge.

**Key Responsibilities**:

- Develop and optimize cutting-edge Edge AI algorithms and software solutions.
- Design and implement efficient algorithms for edge computing platforms.
- Collaborate with cross-functional teams to integrate AI capabilities into semiconductor products.
- You will work in a smaller team that specifies, develops, and delivers the toolchain that allows our customers and partners to develop or port AI models to run optimally on our Neural Processing Units.
- Specify and develop new toolchain features for existing and new NPU architectures, working with the inference engine sub-team.
- Conduct performance analysis and optimization to meet stringent latency and power requirements. Stay updated on the latest advancements in Edge AI technologies and contribute to our innovation roadmap.

**Qualifications**:

- Bachelor's, Master's, or Ph.D. degree in Computer Science, Computer Engineering, or related field.
- Solid understanding of **AI/ML fundamentals with hands-on experience in developing AI models and design patterns **.
- Strong understanding of all aspects of a **compiler **and related development and debugging technologies, code generation, program analysis, and pipeline optimizations ( **at least 5 years are in compiler-related areas **).
- Proficiency in programming languages such as **Python **and experience with relevant AI frameworks ( **TensorFlow, PyTorch **, **TVM **etc.) Deep Learning framework - **PyTorch **, Deep Learning compilers like **TVM **.
- Familiarity with edge computing architectures and hardware accelerators (e.g., **GPU, NPU, FPGA, DSP **).
- Excellent communication, collaboration, task estimation & reporting skills, CI/CD via tools such as Confluence, Git, JIRA etc.
- Strong problem-solving skills and the ability to work in a fast-paced, collaborative environment.

**Why Join Us?**
- **Innovative Environment**:Work on groundbreaking projects at the intersection of AI and semiconductor technology.
- **Professional Growth**:Take your career to the next level with opportunities for skill enhancement and career development.
- **Collaborative Culture**:Join a team of passionate experts who value teamwork, creativity, and excellence.

**EnviroDynamics Solutions Pte Ltd **| **EA License No.: 12C6285**

**Ben Villordon | EA Personnel Reg No.: R23115749

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