What are the responsibilities and job description for the Mid Level Machine Learning Research Engineer position at Jobright.ai?
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Job Summary:
Texas Instruments is a global semiconductor company that designs and manufactures analog and embedded processing chips. They are seeking a highly motivated Machine Learning Research Engineer to join their Embedded AI team, focusing on research and development of Large Language Models for Edge AI applications.
Responsibilities:
• Explore the application of LLMs in code generation, evaluation, and optimization
• Conduct research and development on novel and efficient LLM architectures, training algorithms, and post-training algorithms
• Design and develop new reasoning models with domain-specific knowledge
• Design and implement advanced Agentic LLM system for complex task automations
• Collaborate with system teams and internal business teams to define and implement AI/ML solutions for core business
Qualifications:
Required:
• Doctoral degree in Computer Science, Electrical Engineering, Electrical and Computer Engineering, or related field
• 3 years of related experience
Preferred:
• Strong background in Natural Language Processing, Large Language Models, and Deep Learning frameworks
• Proven track record of designing, developing, and deploying machine learning models/LLMs that drive business value
• Proficiency in Python, C/C , and software design, including debugging, performance analysis, and optimization
• Excellent understanding of LLM architectures and transformer-based models
• Experience with popular deep learning frameworks (e.g., PyTorch, JAX, ONNX) and LLM-specific libraries (e.g., transformers, trl, vllm)
• Strong foundation in text processing, tokenization, and embedding techniques
• Knowledge of few-shot learning, transfer learning, and fine-tuning
• Knowledge of LLM performance evaluation
• Knowledge of reinforcement learning for LLM; Experience with LLM post-training implementation, including PPO, DPO, and GRPO
• Experience with LLM agent implementation with tool calling
• Excellent communication and interpersonal skills, with the ability to work in a dynamic and distributed team
Company:
Texas Instruments is a global semiconductor company that manufactures, designs, tests, and sells embedded and analog processing chips. Founded in 1930, headquartered in Dallas, Texas, USA, team size 10001 employees, currently Public Company. Texas Instruments has a track record of offering H1B sponsorships.