Data Science Internship For Undergraduates
Data science is an exciting field that is growing rapidly. As a result, it is important to be well-informed about the career opportunities in data science. In this article, I will provide information on data science internships for undergraduate students.
What Is Data Science?
Data science is a relatively new field that combines computer science and statistics to create a system for making sense of large amounts of data. The goal of data science is to take a large amount of information and use it to predict future events or make decisions based on past events. This can be done through machine learning or artificial intelligence (AI).
Why Do Data Science Internships Matter?
Data science internships are valuable because they give students a chance to gain real-world experience in their chosen field before graduation from college or university. Internships also allow students to network with professionals in the industry, which will help them find employment after graduation.
Data Science Internship Requirements For Undergraduates
While there are no specific requirements for an undergraduate data science internship, applicants must have excellent academic records and strong communication skills as well as good technical knowledge in math and computer science classes such as calculus, linear algebra, differential equations; software development languages like C++ or Java
Data Science Internship For Undergraduates
What is Data Science?
In order to use programming and machine-learning methods to gain concrete, actionable insights, a data scientist blends business acumen and mathematical knowledge.
These perspectives are used to make decisions to meet a particular business goal based on figures, statistics, and patterns from data. Its diversity of applications is what makes data science so thrilling.
The incorporation of data science across different sectors ensures that a diverse range of skills are needed for data scientists.
In spite of that, since the profession is still small, there are many data scientist internships and entry-level positions available and this amount can only continue to expand as organizations continue to collect data.
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What is Data Science Career Outlook Like?
We live in an increasingly digitized and data-driven world, and the ability to work with massive amounts of information and make sense of it is becoming more important.
Organizations continue to deal with higher volumes of data, and skilled data scientists are expected to remain in high demand.
If you’re interested in statistics, scientific methods, and making sense of large data sets, learn more about their careers and the qualities of a successful data scientist below.
Major Roles of a Data Scientist
A data scientist is a skilled professional who applies multiple areas of expertise to large quantities of data.
Data scientists often combine their skills in math, science and statistics with their industry knowledge to draw meaningful insights, conclusions and recommendations for employers.
A number of different companies require the skills of a data scientist, so qualified candidates can expect opportunities in different industries.
Whether a data scientist works in health, academic research or any of the other many fields that require their skills, the key to their success is their ability to interpret how multiple types of structured and unstructured data apply to their specific scenario.
In this way, a highly qualified data scientist must be an expert on multiple fronts. Often, they are the liaison between company data and everyone else in their organization.
How much does a Data Scientist Intern?
The average hourly wage rate for a bachelor’s degree intern is $16.26. Generally, the closer to the terminal degree, the higher the internship wage.
A college senior, for example, averages 20.2 percent more than a student who just completed the freshman year: $17.47 versus $14.53 per hour.
In the United States, the average Data Scientist Intern salary is $91,206 as of January 29, 2021, but the salary range typically falls between $80,492 and $103,631.
Salary ranges can vary widely depending on many important factors, including education, certifications, additional skills, the number of years you have spent in your profession.
With more online, real-time compensation data than any other website, Salary.com helps you determine your exact pay target.
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5 Great Jobs in Data Science
There are many different roles available to candidates who are qualified to work in data science. Below are five common occupations:
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#1. Data Analyst Jobs
Data analysts work with large data sets by manipulating them for the necessary analysis required by their employers.
These insights inform numerous business decisions, from marketing to finance. This often includes tracking live changes in their data and coordinating A/B tests for companies.
#2. Data Engineer Jobs
Data engineers are responsible for building the base upon which the data scientists and analysts operate. What this means is they often create the infrastructure itself for recording, viewing, and analyzing data.
Data engineers develop and maintain these large-scale databases and processing systems so that other workers in their organization can use these systems to discover trends and draw conclusions.
#3. Machine Learning Scientist Jobs
Machine learning scientists are on the cutting edge of new approaches to handling data and working with algorithms.
A large part of the machine learning scientist’s career is innovating with a forward-thinking approach to data and technology as a whole.
Their goal is to develop algorithms that, in short, can receive complex inputs and use statistics to predict outputs.
#4. Data Scientist Jobs
Data scientists take very complex data and transform it into conclusions that all stakeholders understand. Though this title is sometimes used interchangeably with data analyst, a data scientist is actually a much more technical role.
They’re in charge of all things data rather than just analysis. This means organizing it and making it usable and then drawing meaningful trends and patterns from the data.
#5. Statistician Jobs
Statisticians work within numerous fields to apply their mathematical and statistical knowledge to data sets to help solve problems, make recommendations and draw conclusions.
The other listed jobs have similar skills to statisticians, but traditionally, a statistician is more of a technically driven role.
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Data Science Job Outlook
The Bureau of Labor Statistics (BLS) projects significant growth in data science opportunities in the coming years.
Jobs are expected to grow 16% from 2018 to 2028, which is much faster than the average for all occupations.
However, because occupations within data science are less common, this 16% growth will amount to approximately 5,200 jobs within that time frame—a lower number than most occupations would show if they saw the same percentage of growth.
While the actual number of jobs may be smaller, it’s an in-demand, highly skilled profession. Many companies are eager to hire skilled data scientists—organizations currently have difficulty filling these positions as the labor market for data scientists is highly competitive.
This competition is likely to continue despite the disparity in the actual number of jobs between data science and other occupations.
At the current rate, increased job availability is expected to be available to data scientists as organizations continue to require the ability to draw insight from increasingly large amounts of data for a virtually infinite amount of purposes in the modern, digital world.
What is the Median Data Scientist Salary?
BLS data states that the median annual salary for data scientists —referred to as “Computer and Information Research Science” by the BLS—is $122,840.
The lowest-earning 10% of data scientists earned less than $69,990, and the highest-earning 10% earned more than $189,780, putting data science careers in a relatively lucrative category of work relative to all other occupations.
The median annual salary for data scientists is considerably higher than the median salary of other computer jobs—which are promising in their own right—at $88,240 (May 2019).
When looking at the median salary for all other occupations, which was last recorded at $39,810, the prospect of data science looks even more promising for the next generation of skilled professionals.
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Best Data Science Internship and Training 2021
Here are the top Data Science Internship available this 2021 that you can apply for as a data scientist:
#1. Applied Scientist Intern at Amazon
Location: Hyderabad
This is one of the best Data science internship jobs available that pay well. And aside from its handsome pay, you will gain experience.
During the internship, you will be responsible for using machine learning, data mining, and statistical techniques to bring scalable solutions for business problems.
Also, you will analyze and extract relevant information from large amounts of Amazon’s historical business data to help automate and optimize key processes, design, develop and evaluate highly innovative models for predictive learning and other such.
To learn more about this data scientist internship and how to apply visit the official website by click below.
#2. Data Science Intern at GreyAtom
Location: Mumbai
Data Science Intern at GreyAtom is another internship job for data scientists who wants to gain valuable experience.
As an intern, you will be responsible for building quality content such as social posts and blogs in data science, moderate the data science community, among others.
To be eligible for this internship job, you need to possess strong technical development skills and knowledge of advanced topics in data science and machine learning.
To learn more about this data scientist internship and how to apply visit the official website by click below.
#3. Data Science Internship at IIBM Institute of Business Management
Location: Mumbai
IIBM Institute of Business Management offers a Data Science internship opportunity for people who are diligent and are skillful in data analysis.
During the internship, you will be using statistical methods to analyze data and generate useful business reports, analyze client data using EDA. Also, you will be provided with insights to improve processes as well as give them successfully to management using a reporting tool.
More so, you will also use data to create machine learning models to solve complex business problems, provide support for ad hoc requests from the Business Users and others.
To learn more about this data scientist internship and how to apply visit the official website by click below.
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#4. Data Analyst – Intern at Perkin Elmer India Pvt Ltd
Location: Hyderabad
Perkin Elmer India Pvt Ltd is hiring data analysis interns who will work with them. As a data analysis intern at this company, your major role will include: reviewing and standardizing the new inventory data of the GSK site and assigning contract materials to equipment records.
Also, you will be responsible for reviewing the Go-Live data in SAP, support the BA team in filling the blanks in equipment records, among others.
To learn more about this data scientist internship and how to apply visit the official website by click below.
#5. Technical Management For Machine Learning & Backend Development On OCR at IIT Bombay
Location: Mumbai
This is one of the best data science internship jobs you can get as a data scientist this 2021. As an intern at this Mumbai company, your responsibilities will include leading the machine learning team and guiding them in the challenges they are facing.
Also, collaborating with the backend development team and ensuring the requirements are implemented correctly.
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Aside from that, you will be in charge of deploying the system on private servers and then handling the server operations.
Further, you will organize meetings with all the required stakeholders, and discuss the requirements, issues, challenges, updates, including progress relevant to the project, etc.
To learn more about this data scientist internship and how to apply visit the official website by click below.
#6. Machine Learning Internship at Sarvvid AI
Location: Delhi
Machine Learning Internship at Sarvvid AI is another top data scientist internship worth going for. As an intern who has machine learning skills, you will work with Python to design and develop machine learning models.
Then, integrate OpenCV, Tensorflow, and network security with machine learning models. And also work with the data scientist team to manage, optimize and customize multiple machine learning models, and other such.
To learn more about this data scientist internship and how to apply visit the official website by click below.
#7. Content Analysis at CBD Marketing Solutions
Location: Delhi
This is one of the six-month data science internships you can apply for once you are skillful in SEO writing.
As an intern at CBD Marketing solutions, a leading influencer and content marketing organization in India, your major responsibilities will include conducting online research on the assigned article topics and writing articles as per defined keywords and briefs.
Also, you will handle a team of content writers, review, edit and approve articles submitted by the team.
To learn more about this data scientist internship and how to apply visit the official website by click below.
#8. Voice Recognition And NLP Internship at SpaceOrion
Location: Delhi
During this internship, you will be responsible for working on voice recognition system development and testing with the software engineers at SpaceOrion.
Also, you will train the voice system and make algorithms for linguistic speech, experience in Matlab, and other such.
To learn more about this data scientist internship and how to apply visit the official website by click below.
#9. Machine Learning Engineering Intern at Bulkbyte
Location: Noida
The selected intern’s day-to-day responsibilities include designing, learning, and building advanced applications for the backend platform. Then, as a data scientist intern, you will work with teams to design and ship new features, discovering and evaluating new technologies such a computer vision, NLP, etc.
The end result should be to maximize development efficiency, working on the unit-test code for robustness, including edge cases, usability, and general reliability, etc.
To learn more about this data scientist internship and how to apply visit the official website by click below.
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#10. Machine Learning Intern at RedCarpetUp
Location: Work from home
During this internship, you will be responsible for working on data normalization in core NumPy/Pandas and Tensorflow.
Also, you will handle the regression testing using PyTest, result in visualization in Bokeh, working on regular metric computation and monitoring like the Kolmogorov-Smirnov test, AUC, ROC, etc.
To learn more about this data scientist internship and how to apply visit the official website by click below.