Job with bright future: Machine Learning Engineer

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Machine Learning Engineer job is in the top 5 list among the 20 top booming careers. Read more about the skills and educational background required to get specialized as Machine Learning Expert.

Many job seeking people might get confused about the job which has bright future. There are many jobs with respect to their domains, which has bright future for many years from now . As per analysis done by many companies, the jobs with technology background will always been at top of the list. One such technology which has maximum growth in technology field is “Machine Learning”.

Machine Learning is a very vast field of Artificial Intelligence that combines and helps in each and every sector of technical product development. From software automation development to building world class self-learning robots.

Required skills to become a Machine Learning  Engineer :
  1. Profiency with Python and basic libraries for machine learning such as scikit-learn and pandas
  2. Profiency with OpenCV
  3. Familiarity with Linux
  4. Proficiency in selecting the hardware to run ML models with required latency.
  5. Familiarity with deep learning framework such as TensorFlow or Keras.
Responsibilities of Machine Learning Engineer:
  1. He should be able to declare that all production tasks works properly in terms of actual execution and scheduling.
  2. He should be able to add new functionalities to the machine learning libraries.
  3. He should be able to ensure that data science code is maintainable, scalable and debuggable.
  4. He should be able to abstract away different repeatable routines that are present in most machine learning tasks.
  5. He should be able to bring best software development practices to the data science team and help them speed up their work.
  6. He should be able to choose best operational architecture , together with development and operations team.
  7. He should always look constantly for the performance improvement and decide which Machine Learning technologies to be used in present production environment.
Machine Learning is a sub field of Artificial Intelligence which focuses on data analysis in order to find relations between the input and desired output. Machine Learning Engineers perform sophisticated programming and work with complex data sets and algorithms to train intelligent systems.

There is an exploding demand for  Machine Learning Engineers and the job postings with this technology has been increased to 100%, as per the job search site ‘Indeed’.

Top innovative companies which uses Machine Learning technology:
80% of Machine Learning Engineers work at Google or Facebook. Few other companies are Algolux, Antworks, Dotphoton, Dynamic Yield, Scaled Interference,SoundHound, Statice, Zimperium and many other companies.

In the field of Enterprise Technology, Machine Learning has improved the retail shopping experience, security functionality, cloud operations and many more. Machine learning has made it possible to detect fraud, to predict claims and diagnose cancer into cutting-edge of automation and enterprise computing.Machine learning is expanding its boundaries in almost every industry in the world.

We can definitely predict that the ‘Machine Learning Engineer’ job has great demand in future and the job seeking people with the technical background can definitely choose this booming field to have a good career future. The most important thing is to acquire the required skills needed to become Machine Learning expert.

Source:
https://www.quora.com/What-exactly-does-a-machine-learning-engineer-do
https://www.techrepublic.com/article/report-the-10-most-innovative-companies-in-machine-learning/


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