Big Tech needs engineers, not just those with a Computer Science degree from a top university. They’re also looking for expertise in Hadoop and NoSQL technologies, knowledge of open source languages like Java, Python or PHP, and Ruby on Rails, as well as Big Data experience – likely the hottest skillset to have right now – and students with those skills will be in high demand. Institutions like San Francisco Bay University can set you up for success and guide you through the maze of learning by doing so that when graduation comes around, you’ll already have a leg-up on other applicants.
Here are some of the top skills that Silicon Valley needs:
With the amount of data they need to analyze, these professionals are in high demand.
The good news is that there isn’t a master’s degree in machine learning or data science; most people who hold this position have advanced degrees in math, physics, computer science, and engineering.
Any engineer can apply for these jobs, but they value experience in specific types of engineering like mechanical or electrical, along with an understanding of SaaS (software as a service) and PaaS (platform as a service). They also look for systems engineers who know how applications work.
Mobile Applications Developer
This position requires extensive development experience or knowledge of C#, Objective-C, or Java coding. Other important qualities are writing code that can run on multiple platforms, not just Android phones.
As the name implies, these professionals design and build big data analysis tools to store large amounts of data, so it’s easy to find again later. They also have deep knowledge of how data is stored, including the best formats to use.
Machine Learning Engineer
For example, these engineers are often called upon to build models that inform users about which ads they will be most likely to click on. They also work with recommendation systems used by retailers, e-commerce websites, and streaming music services.
Network Security Engineers
Cloud Security Engineer
Ideally, cloud security engineers will be familiar with virtualization and containerization and networking, and web servers. They’re expected to build systems that protect data from outside threats while making it easy to access.
Search Engine Optimization (SEO) Specialists
Cloud Computing Specialists
A deep understanding of virtualization and containerization technologies and networking is key to this role.
Big Data Specialists
These specialists should know what data can be captured in real-time and how that information can inform decision-making. They also need knowledge about the Hadoop framework and other Big Data tools like Cassandra and MongoDB.
Data Visualization Specialists
Data visualization specialists focus on finding new and interesting ways to present data, such as infographics and tools like MapReduce, to help users make sense of large amounts of information.