Career Opportunities in Machine Learning

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[{"type":"txt","id":"rich_1662662961400","data":" \u201cWhat we want is a machine that can learn from experience.\u201d<\/b> As  Alan Turing<\/i> stated in 1947 and it was then the beginning of Machine Learning. Now-a- days, machine learning has become one of the most popular career choices. While AI is the name for the large branch of science incorporated in all fields, Machine Learning is the technology behind it.\nStats show Machine Learning is the best job with 344% growth and an average base salary of $146,085 per year.\n <\/p>"},{"type":"txt","id":"rich_1662662961401","data":"From a smartwatch to robotic vacuum cleaners everything uses an AI-based system for which ML plays a vital role in this technology. And hence, ML has become the most promising career.\nHere are some of the interesting career options with decent pay and growth in Machine Learning.\n <\/p>"},{"type":"txt","id":"rich_1662662961402","data":"ML Engineer <\/u><\/b><\/p>\nML engineers are primarily involved with the design and development of ML systems and applications using ML algorithms and tools. They conduct and run various ML experiments using programming languages such as Python, R, Scala. <\/p>One must have a strong foundational knowledge of Mathematics, statistics, and programming. Strong knowledge IDE tools- IntelliJ and Eclipse are some of the top software development IDE tools that are required to become an ML expert and strong Analytical skills for ML engineers.\nThe average salary for a machine learning engineer could start somewhere between 8,00,000 to 15,00,000 per year <\/i>and can go up to any depending on the experience.\n\n <\/p>"},{"type":"txt","id":"rich_1662662961403","data":"Data Scientist <\/u><\/b><\/p>\nA data scientist is a person who does number crunching and data analysis to come up with a new solution. Machine Learning is one of the most coveted and promising in the field of Data Science.\nA Data Scientist must have good knowledge of Mathematics, Statistics, and programming (mainly in Python). Data Scientists must also have thorough experience in data mining and how to apply various statistical research techniques and use Big Data platforms.\nThe average salary could be somewhere around Rs 9,52,000 per year.\n <\/i><\/p>"},{"type":"txt","id":"rich_1662662961404","data":"Computational Linguist <\/b><\/u><\/p>\nComputational linguists help computers learn patterns of speech, and they can help computers acquire the capability for translating words into other spoken languages. All voice recognition software requires a computational linguist\u2019s expertise to build them. A Computational Linguist requires a very strong knowledge of programming and linguistics. It is not only a complex and highly commendable job, but it is also a high-paying one and in great demand too.\nA Computational Linguist needs to know how a human being can use a language and the nuances to incorporate the same in a computer to comprehend without human intervention and create rules and reproduce natural speech capability in a machine using machine learning. <\/p>Applications such as voice assistants (Siri, Alexa), Translate apps (like Google Translate), data mining, grammar checks, paraphrasing, talk to text and back apps, etc., use computational linguistics. A computational linguist\u2019s starting salary is approximately $65,000 per year, averages $91,000, and can pay as much as $120,000.\n\n <\/p>"},{"type":"txt","id":"rich_1662662961405","data":"human-centered Machine Learning Experts <\/u><\/b><\/p>\nThe designer who works creating human-centered machine learning is occupied with developing systems that can process information and recognize patterns and hence there is a need to manually design programs and allow the machine to learn. Designers of human-centered machine learning are also involved in creating software for banks, as an increasing number of banking transactions are conducted online and electronically. \nAn example of this is used in Netflix suggestions. Depending on the watchlist, it predicts and displays shows or movies that are a 98% or 95% match. Based on our watched shows, the ML system derives a pattern, combines it with human-centric thinking, and displays a prediction-based outcome.\nAn HCML expert can earn anywhere between USD 69000 to 120,000 USD per year.\n\n\n <\/p>"},{"type":"txt","id":"rich_1662662961406","data":"NLP Scientist <\/u><\/b><\/p>National Language processing (NLP) scientist, works with a computer to understand, interpret and manipulate human language. Draws from computer science and computational linguistics to bridge the gap between human communications and computer understanding.\nNLP Scientists are primarily responsible for designing and developing machines and applications that can learn the patterns of speech of a human language and also translate spoken words into other languages. <\/p>Grammarly and Duolingo are two excellent examples of NLP applications.\n\n <\/p>"}]

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