FAQs
What is the primary focus of the Cambridge Research Intern position at CMD Labs?
The primary focus is on improving transcription accuracy, particularly for named entities, by leveraging training, fine-tuning, and prompt engineering of speech transformer models and LLMs.
What qualifications are required for applicants?
Applicants must be currently enrolled in a PhD program in Computer Science, Electrical or Computer Engineering, Statistics, or a related field, and have practical experience in training, fine-tuning, and prompt engineering of transformer models or LLMs, as well as Python coding experience with frameworks like PyTorch or TensorFlow.
Are there any preferred qualifications for candidates?
Yes, preferred qualifications include having a field of research and publications directly related to transcription or audio LLMs.
Will the intern work independently or collaborate with others?
The intern will collaborate closely with CMD Labs researchers and engineers to leverage existing assets, datasets, and ensure that results can be integrated back into the product.
What responsibilities will the intern have?
The intern will conduct experiments, create and validate metrics, and develop candidate algorithms to improve transcription accuracy and reduce errors in downstream LLM-based applications.
Is there any publication requirement for candidates?
While it is not a strict requirement, having publications related to transcription or audio LLMs is considered a preferred qualification.
What programming languages and frameworks should candidates be familiar with?
Candidates should be proficient in Python and have experience using frameworks such as PyTorch or TensorFlow.
What is the work culture like at CMD Labs?
CMD Labs values collaboration and teamwork, and candidates are expected to embody the culture and values of the organization.
Is Microsoft an equal opportunity employer?
Yes, Microsoft is an equal opportunity employer and offers consideration for employment without regard to various characteristics protected by law.
What should candidates do if they need assistance during the application process?
Candidates who require assistance or a reasonable accommodation due to a disability during the application process should read more about requesting accommodations.