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Hiring Leftronic Dev
Leftronic jobs
New York
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Hiring Leftronic Dev
Leftronic jobs
New York
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Hiring Leftronic Dev
Leftronic jobs
New York
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Hiring Leftronic Dev
Leftronic jobs
New York
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Hiring Leftronic Dev
Leftronic jobs
New York
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Hiring Leftronic Dev
Leftronic jobs
New York
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Hiring Leftronic Dev
Leftronic jobs
New York
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Hiring Leftronic Dev
Leftronic jobs
New York
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Hiring Leftronic Dev
Leftronic jobs
New York
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Hiring Leftronic Dev
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Everything You Need To Know About Becoming a Data Analyst

A data analyst is an essential member of any business or organization. They help make sense of all the data gathered, so it can be used to make decisions. So, what are data analyst jobs like, what does it take to become one, and what fields are these experts sought in?

Before you jump at the latest job alert in your LinkedIn feed, read on to find out more about one of today’s most popular jobs.

What Does a Data Analyst Do?

Data analysts use a combination of mathematics, statistics, programming tools, and software to perform exploratory data analysis and create visual data models which help make sense of the information. Basically, they translate the information from data mining into more understandable reports that businesses can use to their advantage.

A data analyst job is vital for a company, as it provides the necessary insight to give its products an edge on the market, redefine strategies, determine targeted sales groups, and many other things that will help a company develop and add revenue.

Since data analysis can be applied in all kinds of different fields, there are various types of data analytics as well. Each one requires a mix of shared and job-specific skills and technical expertise.

What Skills Are Required To Become a Data Analyst?

Entry-level data analyst jobs will require less qualified applicants, but mastering data sets and aggregating data in a meaningful way requires highly honed analytical skills and mathematical knowledge. 

Mathematics 

Data engineers absolutely need mathematics: it is the building block of this job, and it all starts from there.

You will need to understand the relationships between the numbers and interpret any numerical information you might come up with while analyzing data storage structures.

Statistics 

Any database analyst needs to have a fundamental knowledge of statistics. Advanced skills on the matter may prove even more helpful. The computer software that does statistics for you can help immensely, but you still need to know the basics.

Technical & Computer Skills 

This is a requirement for almost all jobs today since the majority of the data that you will be analyzing is done using computers. Knowledge of data analysis programs like Power BI is also highly advisable, and strong experience with such software is a significant asset.

It also helps to know a thing or two about programming because it adds more value if you know how to operate multiple programming languages like R, Python, Java, PHP, or C++. 

This is more necessary for data engineers, though, as your business objectives are less about data governance and creating data pipelines and more about combing the various databases and using visualization tools to create something that the marketing team and other relevant departments will be able to use.

Communication Skills 

Even people working in remote data analyst jobs need to have developed communication skills. This job requires you to collaborate with multiple people in order to perform your duties well. To assimilate new information, you must facilitate meetings, be an active listener, search for information, explore different viewpoints, and make the right requests.

Attention to Detail 

A good data analyst needs to be able to spot unseen details that will eventually lead them to solve problems and make better decisions. The job title says it all: you can’t be a good analyst without the ability to pay attention to even the smallest details.

Sectors Where Data Analysis Is in Demand

Market Research 

When you search for jobs on LinkedIn or similar platforms, you’ll notice that many companies employ data analysts in the marketing sector. They create and utilize visualization tools and relational databases to help other teams do their job. 

For example, this information can help companies pinpoint or better understand the targeted audience and demographics before launching a new product or service.

Sales

Big companies often analyze product data and use it to better their products and offer them to specific people in order to improve sales.

Government

Data analysis can also be employed within government structures, including Homeland Security. Data analysts can help in all manner of government jobs, from national security matters to analyzing census data, public affairs research, intelligence analysis, and more.

Healthcare

Healthcare data analyst jobs are on the rise. By compiling data about patients’ illnesses and behavior, health practitioners can gather vast amounts of data that can prove beneficial in treating all sorts of conditions and diseases.

Before you begin your job search, take some time to look at the requirements you’ll need to meet.

Necessary Qualifications

So, now you know where the profession is needed, how about the business requirements? What qualifications are required to even receive consideration as a data analyst or in a related field like a data engineer or scientist? Let's find out. 

Education Requirements

While there isn’t a data analyst degree per se at most universities these days, the skill set you’ll need requires at least a bachelor’s degree in a field such as computer science, mathematics, or statistics.

Computer science is often a field where proven skills and experience trump formal education, but you’ll still need some formal knowledge for most data analyst positions.

Experience

The requirements for a junior data analyst start with a bachelor’s degree, and even people without experience can apply for that position. Bear in mind that getting in is much more challenging if you don’t have any formal education. People with education but no experience can apply for an internship to get a foot in the door.

Data Analyst Salary in 2022

The average salary for a data analyst in the United States depends on numerous factors, ranging from the field of data analysis to the years of experience and educational background.

A data analyst salary with a master’s degree will earn more than someone without a formal degree. Also, having years of experience or working for the federal government will give you a higher salary than being a junior marketing analyst for a small company.

For example, the US Bureau of Statistics notes the 2021 median pay for market researchers at $63,920 per year or $30.73 per hour, while Operations Research Analysts earn $82,360 per year or  $39.59 per hour.

Data Analysis Job Types

So we’ve covered the basics of being a data analyst: the job description, the salary, and the industries you can work in. But let’s go a little further, and look at various data analysis jobs in more detail.

Data Analyst 

Skills and talents: A diverse skill set with a focus on good analytical and problem-solving skills

Requirements: Being well-versed in data analysis software such as Power BI and knowing some basics of programming languages such as Python, SQL, C, R, Excel, etc.

Responsibilities: Acquire data from primary and secondary sources and maintain database systems. 

Career path: This may lead you to become a business analyst, a corporate strategy analyst, or any number of other, more specialized positions.

If someone asks you, “What do data analysts do?” you now have an answer ready.

Business Analyst

Skills and talents: The ability to find patterns between data and business insights.

Requirements: A deeper knowledge of business processes at your company and lots of experience as a data analyst.

Responsibilities: Analyzing and evaluating the current business processes and suggesting improvements; researching new business analysis practices; developing projects and monitoring them; training junior staff.

Career path: Move up to lead business analyst, IT business analyst, or product manager.

Data Scientist

Skills and talents: Skills and background in computer science, information technology, mathematics, or statistics.

Requirements: Deep data science knowledge and skills to analyze data with advanced statistical techniques.

Responsibilities: Researching and developing statistical learning models for data analysis. 

Career path: Gain experience and eventually move on to being a business intelligence developer, an application architect, an infrastructure architect, or an enterprise architect. 

Data Architect

Skills and talents: The ability to integrate data from different unrelated sources and find relevant information.

Requirements: These types of data analyst jobs require numerous skills we’ve already talked about, but also the ability to create blueprints for data management systems to integrate, centralize, or maintain several data sources efficiently.

Responsibilities: Examining and identifying structural necessities in databases by evaluating client operations in great detail. 

Career path: You can become a senior data architect.

Data Engineer

Skills and talents: A background in software engineering and the ability to handle complex databases.

Requirements: Proficiency in various programming languages for web development and in-depth knowledge of statistical programs.

Responsibilities: Generating infrastructure for big data analysis and reformulating existing framework in order to optimize it.

Career path: One day, you can become a database administrator, a data scientist, or a big data engineer. 

Statistician

Skills and talents: A strong grasp of statistical methodologies and a passion for analyzing statistics.

Requirements: A background in modern quantitative statistics.

Responsibilities: Designing data acquisition trials, assessing results, and analyzing trends.

Career path: Develop your skills and experience to become a senior statistician or an economist.

Data Analysis Jobs by City

According to a survey from 2015, Silicon Valley and the Washington, D.C. metro area had the most job opportunities in this sector.

Los Angeles

When we think about tech jobs in California, it’s not all about San Francisco. We can add LA to the mix since there has been a job demand surge in Southern California, with numerous data analyst jobs in Los Angeles added to job boards every day.

Washington, D.C.

With the Federal Government situated in D.C.,  it is normal that many openings are found here. The US government is actually one of the biggest employers of tech-savvy people, and data analysis is one of the more sought-after job positions.

San Francisco 

Viewed as the center for high technology, social media, and innovation, the San Francisco Bay Area has always been attractive to people with extraordinary talents. Data analyst jobs in San Francisco are plentiful, and you can always see the top positions in this field listed here.

The Rest of the USA

With the development of technology, there has been a surge in jobs in other cities located all over. Raleigh – Durham has been the biggest rival to Silicon Valley due to its famed research triangle.

Other major cities in the US that offer data analysis job opportunities include New York City, Phoenix, Atlanta, Boston, and Palo Alto.

The Rest of the World

When looking at data analyst jobs in the rest of the world, cities like Dublin, London, Singapore, Toronto, Paris, Kyiv, Bengaluru, Berlin, and Stockholm are the best options outside the US. Data analysis has become really important globally, so it makes sense that it is developing at such a fast pace worldwide.

Summary

We set ourselves the goal of giving you better insight into data analysis and how you can get a job as a data analyst. Hopefully, we’ve succeeded, and you now know all there is to know about this profession and whether this is something that appeals to you. 

One more thing before we let you go: remember to always look for job ads that have an anti-discriminatory section.

Whether you are a protected veteran or just want to avoid discrimination based on your national origin, gender identity, or sexual orientation, you want to be part of a data team at a company whose human resources managers know the importance of a transparent and fair hiring policy.

Frequently Asked Questions

What is a data analyst?

A data analyst position has you compiling necessary data from unsorted data clusters and doing data cleansing and analysis to help companies make better business decisions.

The data analyzed and processed by an analyst can be used to figure out the cost of a particular product, its impact on the market, how to reduce transportation costs, how many people should be working on the weekend, or even how to solve various issues that the company may be facing.

How to become a data analyst?

Becoming a data analyst is not something that happens overnight. You can’t really go through a 20-day online course and become proficient - it takes work and dedication.

The first thing you might consider is getting some formal education. For data analyst jobs, any bachelor’s degree in a relevant field will do – whether it’s computer science, information technology, or statistics. From there, see about getting an internship or a junior-level position, and work your way up.

How to find data analyst jobs?

Finding employment as a data analyst is no different than looking for an office job. It takes work, dedication, and perseverance. But the best way to start is to be aware of your skills and how the company you are applying to can benefit from them.

Since there are many different data analysis jobs, look for ones you have an adequate skill set for. It is okay to be confident and apply for a higher-level position, but you should be aware of your current capabilities for the best chances of success.

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