招聘
必备技能
PyTorch
TensorFlow
Machine Learning
- Software Engineer
- Compilers
Company: Kinara Inc. USA
Job Summary:
We are seeking a talented and passionate Software Engineer to join our team, focusing on the design, development, and optimization of compilers for Kinara's cutting-edge AI acceleration hardware. This role involves contributing to the entire compiler toolchain, from front-end parsing to back-end code generation, to enable efficient execution of machine learning models.
Job Responsibilities:
- Design, implement, and maintain compiler components, including front-end parsers, intermediate representations, optimizers, and code generators for Kinara's specialized hardware architecture.
- Develop and integrate new features and optimizations into the compiler to improve performance, reduce memory footprint, and enhance the overall efficiency of AI workloads.
- Collaborate with hardware architects, software engineers, and machine learning researchers to understand hardware capabilities and software requirements, translating them into compiler design and implementation.
- Debug and resolve issues within the compiler toolchain, including those related to correctness, performance, and compatibility.
- Contribute to the definition and implementation of compiler-related APIs and programming models.
- Write comprehensive unit and integration tests to ensure the robustness and reliability of the compiler.
- Participate in code reviews, providing constructive feedback and ensuring high-quality code standards.
- Stay up-to-date with the latest advancements in compiler technology, AI hardware, and machine learning frameworks.
Job Qualifications:
- Bachelor's or Master's degree in Computer Science, Computer Engineering, or a related field.
- 2+ years of professional experience in compiler development, including experience with compiler front-ends, back-ends, optimization passes, or intermediate representations.
- Strong proficiency in C++ programming.
- Solid understanding of compiler theory, including parsing, semantic analysis, intermediate representations (e.g., LLVM IR), optimization techniques, and code generation.
- Experience with LLVM or GCC compiler infrastructure is highly desirable.
- Familiarity with hardware architectures, especially those designed for AI/ML acceleration, is a plus.
- Knowledge of machine learning frameworks (e.g., Tensor Flow, Py Torch) and their computational graphs is a bonus.
- Experience with debugging tools and techniques.
- Excellent problem-solving skills and attention to detail.
- Strong communication and collaboration skills, with the ability to work effectively in a team environment.
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关于NXP Semiconductors
NXP Semiconductors
PublicNXP Semiconductors produces secure connectivity solutions for embedded applications.
10,001+
员工数
Eindhoven
总部位置
$45B
企业估值
评价
3.7
10条评价
工作生活平衡
3.8
薪酬
4.0
企业文化
4.2
职业发展
3.2
管理层
3.0
72%
推荐给朋友
优点
Supportive management and colleagues
Good work-life balance and flexible hours
Innovation and interesting technology projects
缺点
Limited career advancement and training opportunities
Management communication and organization issues
Heavy workload and long hours during deadlines
薪资范围
227个数据点
Junior/L3
L3
Intern
Junior/L3 · Data Scientist
0份报告
$114,000
年薪总额
基本工资
$99,000
股票
-
奖金
$15,000
$96,900
$131,100
面试经验
42次面试
难度
3.1
/ 5
时长
14-28周
录用率
33%
体验
正面 69%
中性 13%
负面 18%
面试流程
1
Phone Screen
2
Technical Interview
3
Hiring Manager
4
Team Fit
常见问题
Technical skills
Past experience
Team collaboration
Problem solving
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