Systems Engineering Intern - Machine Learning Expert
Texas Instruments5 hours ago
Dallas, TX, USAIntern
H1B Sponsor
Responsibilities
- Research and develop novel LLM architectures and training methods.
- Explore LLM applications in coding generation, optimization, and related areas.
- Collaborate with internal business teams to define and implement AI strategies for products.
- Develop and maintain large-scale deep learning systems incorporating LLMs and other AI techniques.
- Design and implement advanced Agentic LLM systems.
- Conduct system modeling, simulations, and prototyping to assess solution feasibility and application limitations.
Requirements
- Currently enrolled in a PhD program in Computer Science, Electrical and Computer Engineering, Statistics, or a related field.
- Minimum cumulative GPA of 3.0/4.0.
- Background in Natural Language Processing, Large Language Models, and deep learning frameworks.
- Track record of designing, developing, and deploying machine learning models or LLMs, demonstrated through first-authored publications at leading AI/ML workshops or conferences.
- Proficiency in Python, C/C++, software design, debugging, performance analysis, and optimization.
- Understanding of LLM architectures and transformer-based models.
- Experience with PyTorch, JAX, ONNX, and LLM libraries such as transformers, trl, or vllm.
- Knowledge of few-shot learning, transfer learning, fine-tuning, LLM performance evaluation, reinforcement learning for LLMs, and LLM post-training methods including PPO, DPO, and GRPO.
- Experience implementing Agentic AI with tool calling.
- Strong communication and interpersonal skills for working in a dynamic, distributed team.
Benefits
- Competitive pay and benefits are offered, with country-specific benefits available.
- Employees receive career development and ownership opportunities.
- The role offers collaboration with technical experts in a diverse and inclusive work environment.
- The position is an internship for the fall season.
Categories
AI ResearchML Engineering
About Texas Instruments
We are a global semiconductor company that designs, manufactures and sells analog and embedded processing chips for markets such as industrial, automotive, personal electronics, enterprise systems and communications equipment. At our core, we have a passion to create a better world by making electronics more affordable through semiconductors. This passion is alive today as each generation of innovation builds upon the last to make our technology more reliable, more affordable and lower power, making it possible for semiconductors to go into electronics everywhere. Learn more at TI.com.