Responsibilities : • Develop, optimize, and deploy lightweight machine learning models for edge ... to junior engineers and interns. Preferred : • Understanding of ML compiler and runtime design ...
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Internship Junior Machine Learning Engineer information
What is the difference between Internship Junior Machine Learning Engineer vs Data Analyst Intern?
| Aspect | Internship Junior Machine Learning Engineer | Data Analyst Intern |
|---|---|---|
| Required skills | Basic programming, understanding of ML algorithms, Python, data preprocessing | Data visualization, SQL, Excel, statistical analysis |
| Work environment | Tech companies, AI startups, research labs | Business, marketing, finance sectors |
| Common industry usage | Developing ML models, data pipelines | Interpreting data, generating reports |
Internship Junior Machine Learning Engineers focus on building and optimizing machine learning models, requiring programming and algorithm knowledge. Data Analyst Interns analyze data sets to generate insights, emphasizing visualization and statistical skills. Both roles are entry-level internships but serve different functions within data-driven projects.
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Full-time
Posted 5 days ago
Job description
TetraMem is a company focused on accelerating the world through innovative technology, and they are seeking a Mid-Level Machine Learning Engineer to develop and optimize machine learning models for edge AI applications. The role involves collaborating with hardware and software teams, providing mentorship, and researching state-of-the-art ML techniques to enhance model efficiency.
Responsibilities:
• Develop, optimize, and deploy lightweight machine learning models for edge AI applications, particularly for audio processing.
• Implement and optimize ML models on embedded platforms, including FPGA and custom ASIC solutions.
• Work closely with hardware and software teams to integrate ML models into production systems.
• Research and implement state-of-the-art ML techniques to enhance model efficiency, latency, and power consumption for embedded AI applications.
• Improve inference efficiency and model compression techniques, including quantization, pruning, and knowledge distillation.
• Collaborate with cross-functional teams to drive innovation and contribute to the overall system architecture.
• Provide technical leadership and mentorship to junior engineers.
• Publish research findings, present at conferences, and contribute to open-source projects when applicable.
Qualifications:
Required:
• 5+ years of experience or PhD in Computer Science, Electrical Engineering, or related fields.
• Strong experience in machine learning, with a focus on edge AI and lightweight model deployment.
• Expertise in ML frameworks such as PyTorch, TensorFlow, JAX.
• Proficiency in programming languages such as C/C++, Python, and experience with ML model optimization.
• Ability to work independently and collaboratively in a fast-paced startup environment.
• Ability to provide mentorship, technical guidance, and career development support to junior engineers and interns.
Preferred:
• Understanding of ML compiler and runtime design.
• Experience working with tools such as Optimum, ONNX, TensorRT, TFLite/LiteRT, ncnn, or CoreML.
• Familiarity with hardware acceleration techniques.
• Experience in embedded system development.
Company:
TetraMem is developing cutting-edge analog computing solutions for AI applications, offering exceptional performance with ultra-low power consumption. Founded in 2018, the company is headquartered in Newark, USA, with a team of 51-200 employees. The company is currently Growth Stage.
About TetraMem Accelerate The World
Sourced by ZipRecruiter
Industry
Computer and peripheral equipment manufacturing
Company size
11 - 50 Employees
Headquarters location
Fremont, CA, US
Year founded
2018