The data below comes from first separating out all the job summaries, then returning them as one long string. The string is then separated into comma separated terms. All the words that aren't consequential to the description are removed. Lastly the occurences of the important words are counted and charted here.
Chart to show count of top ten word occurences
Chart to show count of top ten word occurences
Chart to show count of top 30 useless word occurences
The term useless describes words that add no value to the job description.
Below the table is a full listing of "useless" words
"the", "to", "and", "a", "an", "for", "with", "of", "as", "can", "on", "will", "well", "have", "so", "feel", "that", "or", "in", "is", "all", "may", "possible", "from", "this", "they", "we", "our", "your", "mine", "ours", "you'll", "it", "you", "it's", "its", "other", "be", "part", "work", "data", "engineer", "engineers"