Senior AI Model Fine-Tuning Engineer

Taiwan Semiconductor Manufacturing Company Limited

$120K — $160K *
Enterprise Technology
5 - 7 years of experience
Full Job Description
Senior AI Model Fine-Tuning Engineer

As a Senior AI Model Fine-Tuning Engineer, you will work on adjusting the behavior and functional abilities of our AI models to make them more adaptable, intelligent, and aligned with real-world use cases.

You will use advanced techniques like prompt engineering, RLHF, and instruction tuning to ensure our models produce high-quality, context-aware responses.

Responsibilities:
  • Lead the fine-tuning process for large pre-trained models, focusing on making models behave appropriately in different contexts (e.g., following instructions, answering questions, or performing tasks).
  • Design and implement prompt engineering strategies to help the model produce more accurate, relevant, and coherent outputs.
  • Apply Reinforcement Learning from Human Feedback (RLHF) and other behavioral fine-tuning methods to improve the model's alignment with user needs and ethical standards.
  • Collaborate with data teams to integrate relevant data and continuously improve model behavior.
  • Conduct model evaluations using various performance metrics (accuracy, bias detection, user feedback) to identify areas for improvement.
  • Iterate and experiment with different fine-tuning methods to achieve optimal performance for specific use cases.
  • Monitor model drift and ensure that models remain consistent, reliable, and safe over time.

Minimum Qualifications/Requirements:

Education: Minimum degree required: Bachelor's degree in Computer Science, Data Science, or a related field.

Technical Skills:
  • 5+ years of experience working on fine-tuning large-scale models such as GPT, T5, or BERT, with a strong focus on behavior and functionality.
  • Expertise in advanced tuning methods such as RLHF, prompt engineering, and zero-shot learning.
  • Experience with popular transformer architectures and frameworks like Hugging Face, TensorFlow, or PyTorch.
  • Deep understanding of LLM behaviors, including instruction-following, task completion, and ethical considerations in output.
  • Proficiency in Python and experience with libraries for model fine-tuning (e.g., Transformers, DeepSpeed).
  • Experience in evaluating model performance, including using metrics like BLEU, ROUGE, perplexity, and custom evaluation frameworks.
  • Bonus: Experience with ethical AI and safety considerations, such as minimizing bias and handling adversarial inputs.
  • Bonus: Experience with model deployment and real-time experimentation (A/B testing).

Interpersonal Skills:
  • Communication
  • Computer proficiency
  • Presentation skills
  • Listening
  • Teamwork

Candidates must be willing and able to work on-site at our Phoenix Arizona facility.

As a valued member of the TSMC family, we place a significant focus on your health and well-being. When you are at your best-physically, mentally, and financially-our company is at its best. We offer a comprehensive and competitive benefits program that provides the resources you need to help you manage your health and achieve your goals across many areas of your life. This includes a variety of medical, dental and vision plan offerings you can choose from that best fit your and your family's needs. Additionally, TSMC provides income-protection programs to financially assist you should you experience an injury or illness, and a 401(k)-retirement savings plan to help you secure your financial future. TSMC also offers competitive paid time-off programs and paid holidays allowing you to recharge and spend time with your family and loved ones.

Work Location: 5088 W. Innovation Circle, Phoenix, AZ 85083

#LI-Onsite

Date: Jul 5, 2026

Country/Region: US

City: Phoenix

Company: TSMC Arizona

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