How to generate sentences based on words?

I have a dataframe which has columns Role Name, Technical Skills, Soft Skills and average experience. I have to use these words and generate a job description.

I have read few stuffs on transformers, BERT, LSTM but either they have considered whole paragraphs or sentences to predict.

I would like to know 1- how can I use pre-trained models to train my data. 2- How can I approach this problem.

Any references and links to resources are appreciated. Thankyou.