Jobs at tech companies like Google, Amazon and Facebook are the most sought-after roles around . But what type of employees are these companies looking to for? Data analysis site Paysa looked at over 8,200 job posting and over 70,000 resumes at tech companies worth $10 billion or more to find what roles they are hiring for the most. The most sought after employee by far was software engineer.