Data engineer demand 2021. About 70% of KDnuggets readers think that the demand for Data Scientists will increase, and 50% think it will increase significantly. Mar 22, 2021 · SQL is arguably the most important skill to learn across any type of data-related profession, whether you’re a data scientist, data engineer, data analyst, business analyst, the list goes on. The median salary for Data Engineers in SF Bay Area is around $160k. For us, insurance and finance continue to be major employers of data talent, since those businesses rely so heavily on data. Experience Years. In fact, many HR professionals have deemed it to be a recession-proof career path since almost every organization could benefit from a data professionals’ expertise and skill set. If 2023 was the year of AI, 2024 will be the year of operationalizing AI products. According to Glassdoor, the average data engineer in the U. This median indicates a 7. 7% in the next five years, growing from USD 18. To be a cloud engineer, it’s important to know about: Databases – Understanding how to store and access data Apr 17, 2024 · Electrical engineers also design the electrical systems of automobiles and aircraft. Data science engineering skills demand is going to be high in 2021 as the core skills are very basically involving: 1. 0%), Hispanic or Latino (8. Aside from being a core data science language in general, SQL is especially useful from a business point of view, such as being able to model business logic and create reusable data structures. 84% of employers plan to expand remote working, according to a World Economic Forum report. This was Tomasz’s first prediction, and based on an analyst report earlier this year showing the growth of cloud versus on-premises RDBMS revenue. as well as the roles that Data Engineers, Data Scientists, and Data Analysts play in the ecosystem. Feb 3, 2021 · February 3, 2021. To be successful in data engineering requires solid programming skills, statistics knowledge, analytical skills, and an understanding of Jan 8, 2024 · GenSigma also shares a similar opinion in its 2021 The State of Data Engineering Talent study, where it cited, “For every 3 Data Scientists in an organization, there is a need for at least 10 Mar 31, 2021 · The median salary for these roles in 2021 is at 14. The In-demand Job Skills Cloud Engineers Need . There’s no secret that these people are highly coveted right now. Salaries estimates are based on 25803 salaries submitted anonymously to Glassdoor by Data . Salaries in the field can be even higher, depending on your education and skills. Mid-Career (4-9 years of experience): An average salary of ₹12. May 20, 2024 · The future looks bright for junior data engineers. 3 Lakhs per year. A primary focus for engineers is to build systems that gather information for use by other analysts or scientists. If you are preparing to make a career in data or are looking for opportunities to skill-up in your current data-centric role, then this analysis of in-demand skills for 2021, based on over 17,000 Data Engineer job postings, should offer you a good idea as to which programming languages and software tools are increasing and decreasing in importance. – Demetri Kotsikopoulos, CEO of Silectis. LinkedIn data shows across the U. There are several reasons to become a data engineer, with the most popular being the high salary rate. General unemployment rate is still 3. From crafting intricate ETL pipelines to modeling complex data Mar 9, 2021 · The demand for data engineering resources within enterprises is growing, and we expect to see companies expand their investments in hiring and data engineering systems in 2021 and beyond. Demand has grown 50% year-over-year, for years, with no sign of slowing down ( Dice Tech Job Report ). C. Electronics engineers design and develop electronic equipment, including broadcast and communications systems, such as portable music players and Global Positioning System (GPS) devices. Data engineers with good analytical and technical skills may earn up to $160,159 per year. Data engineers play a critical role in building May 22, 2024 · Data engineers are often paid well by reputable businesses and major participants in the Big Data sector, including, but not limited to, Airbnb, Amazon, Netflix, Spotify, Delloitte, Accenture, IBM, and Capgemini. Data engineer. Feb 3, 2022 · Data engineers will continue to be in greater demand than data scientists—they are the force supplying the data to data scientists. The average base salary for a data engineer in India is ₹839,625 per annum. com, the highest paying cities for data scientist salaries can range anywhere from $124,385 to Jan 8, 2020 · It’s worth noting that eight of the top ten technologies were shared between data scientist and data engineer job listings. They’re also paid pretty well , earning $126,625 on average in the U. This report is based on proprietary data gathered and analyzed by Hired’s data science teams. Data engineering skills are highly sought-after. Moreover, with computers used in so many types of technology, demand for computer engineers will likely continue into the future. 01 Business Intelligence Analysts. 0%are men. If you enjoy working with data, this could be the perfect starting point. Non-FAANG. Companies are clearly investing in data transformational projects with no end in sight. Jan 21, 2021 · The data indicated that job loyalty was slightly higher in the IT sector, with 67 per cent of professionals indicating they would consider changing jobs in 2021, compared to the overall average of Apr 22, 2024 · Most Likely Range. 2% year over year to US$36. 00. Data engineering is building systems to gather data, process and organize raw data into usable information, and For Software engineers and designers, over the period 2022-2031, new job openings (arising from expansion demand and replacement demand) are expected to total 44,300 , while 48,800 new job seekers (arising from school leavers, immigration and mobility) are expected to be available to fill them. The career is in high demand and there is a wide range of job opportunities available in the field. Many of those openings are expected to result from the need to replace workers who transfer to Feb 20, 2024 · Data engineering roles are booming at cloud giants like AWS, Azure, and Red Hat. May 23, 2024 · Average : $27,503 Range : $20,627 - $38,505. So, without further ado, here are 2021’s most in-demand engineering jobs and the salary potential one should expect from each. Feb 18, 2021 · 2. 0% respectively from last year. Today, the growing demand for data engineers is actually outpacing the growing demand for data scientists—between 2021 and 2022, there was a 100% increase in available data engineering Professional Certificate - 13 course series. With more than half of job postings listing SQL as a skill at 56%, it’s an important skill for data engineering jobs in 2021. Apr 17, 2024 · Computer Hardware Engineers: Computer hardware engineers research, design, develop, and test computer systems and components. Data Science & Machine Learning Jan 14, 2021 · This doesn’t just apply to tech companies. 4. 8%). In 2021, the global software market reached a whopping $565 billion. This has many advantages, including cost and time savings, reliability, and mobility. In the United States, a Data Engineer earns an average of $109,675 annually, equivalent to $52. Open in app Mar 25, 2024 · A Guide to This In-Demand Career. You should be proficient in using the following to create data processing solutions: Azure Data Factory. And make no mistake, AI is a data product. Employment of mechanical engineers is projected to grow 10 percent from 2022 to 2032, much faster than the average for all occupations. Only 33% of job ads specifically require a data science degree. In this comprehensive salary guide, we look at various sources to paint a clear picture of Aug 20, 2023 · The prevailing educational qualification for data engineers is a Bachelor's degree (65%) 2. DICE's 2020 Tech Job Report showed that data engineering was the fastest-growing job, even surpassing data science. May 2, 2024 · UK. This signals tremendous future demand for Data Engineer skills. Whether out of need or coercion, data teams across industries will embrace enterprise-ready AI May 14, 2024 · Job Outlook. The demand for data engineers increases as technology grows. 6 Lakhs per annum. , a roughly 90% reduction) from Big Tech companies known under the acronym FAANG (or MANGA). Software engineer. It predicts 150 million new technology jobs in the next five years. . The average salary for Data Engineer is $130,731 per year in the United States. Mar 9, 2021 · Nine in-demand skills to become a data engineer. From March 2022 to March 2023, we see that there’s a massive decrease in job postings (i. Statistical analysis: One top and most demanded skills. Oct 28, 2021 · Top 5 Industries Hiring Data Talent Q3 2021. Explore some of the key takeaways below or investigate the data yourself with our interactive dashboard, which includes statistics on the labour force, industry distribution, location and demographics. Jan 26, 2021 · Find out what cloud engineers do and how you can land your dream job as a cloud engineer in 2021. I am at a fork in the road at the moment and am pondering about choosing between being a Data Engineer or a DevOps Engineer. tech job postings are up 25% and look even stronger than in 2019, a recent high Apr 17, 2024 · Job Outlook. — not including bonuses, stock options , or other perks. In addition to being an in-demand role, working as a data engineer can allow you to solve problems, experiment with large datasets, and understand patterns in our world. According to hired. Prepare for a career in the high-growth field of data engineering. Data analysis. In this program, you’ll learn in-demand skills like Python, SQL, and Databases to get job-ready in less than 5 months. Many of those openings are expected to result from the need to replace workers who transfer to different Data engineers with good project management and organization skills can earn a high salary. 70 in August 2023 and around 17% since the beginning of the pandemic lockdowns in March 2020 (figure 3). 7 Lakhs). Top Reasons to Become a Data Engineer in 2021. It also has the 4th highest volume of job postings compared to other tech roles. 02 Clinical Data Managers. 3. SQL, Python, Spark, AWS, Java, Hadoop, Hive, and Scala were on both top 10 lists. Data engineering is one of the hottest career paths today and the demand for professionals in this field is at an all-time high. Bonus. 6 months to. A data architect maps out a company’s plan for solving a particular issue and then constructs systems that data scientists use to spot trends and patterns. Jun 1, 2021 · Average mid-level salary: $72,000. Dec 12, 2021 · Junior Data Analyst Salary. Data Engineers are in demand in 2021 and beyond. Python. May 1, 2023 · And with the increasing demand, today, data engineering is a lucrative career. Employment of data scientists is projected to grow 35 percent from 2022 to 2032, much faster than the average for all occupations. The State of Data Engineering Talent in 2021. 9 and 14. 1. Scala. Perform engineering duties in planning, designing, and overseeing construction and maintenance of building structures and facilities, such as roads, railroads, airports, bridges, harbors, channels, dams, irrigation projects, pipelines, power plants, and water and sewage systems. Average annual salary: $155,022 [ 7] Data architects create plans for systems to manage and organize data. Hadoop reigned supreme back then, and everyone was at least thinking Aug 10, 2021 · Glassdoor reports the average base salary for data scientist roles in the U. In 2017, cloud was about 20% of on-prem, and through the course of the last five years, the Nov 2, 2023 · As a candidate for this certification, you must have solid knowledge of data processing languages, including: SQL. May 17, 2024 · Average Salary of a Big Data Engineer in India. Growth estimates from 2017-2025 range from 18% to a whopping 31% p. However, the demand for specific technology experts is still increasing and business leaders are looking for innovative solutions to solve the problem of tech talent shortage. 9 billion in 2027. Feb 17, 2021 · Data analysts, data engineers, data product managers, and data visualization specialists are just a few of the roles available to those looking to pursue a career in the field. Our conversations with data engineers and employers in this space show that the migration to the cloud is continuing to accelerate. With experience and skills, this can go up to $226,500. Duties Dec 28, 2022 · Following is a list of some of the top data architect and data engineer certifications: 1. 8% in 2022 to 43. , hiring for engineering roles grew 25% from 2019 to 2020. So the question is: how to become a data engineer? What Data Engineering is. Sep 21, 2023 · Although the Bureau of Labor Statistics (BLS) projects a slower-than-average growth rate of 5% for computer engineers, these professionals earned a healthy median annual salary of $128,170 as of 2021. Jul 12, 2022 · Hence the demand for data engineers is skyrocketing. Jul 27, 2021 · The graph below shows how recruiter demand remained steady throughout 2019, then fell sharply between February and April of 2020 when the pandemic hit. The data engineer salary can range from a minimum of 396k per annum to a maximum of 2 million per annum. Early Career (1-4 years) ₹720,395. From 2021 to 2022, data engineering has grown by 100%, surpassing even that of the data scientist (68%). Similarly, the chart below shows the top Python Libraries for Data Scientists: Jan 8, 2021 · The demand for data engineers is growing rapidly. It estimates that data engineers with little or no experience, developing skills can earn $132,500. This study by Dice shows that the number of data engineering job listings has increased by 15% between Q1 2021 to Q2 2021, up 50% from 2019. You need to understand parallel processing and data architecture patterns. Data Scientist is also up there on the list, growing by 32% YoY. 0% of all software engineers are women, while 78. Data collection is currently underway to populate other parts of the profile. There was also a year-to-year growth in demand for frontend, data, and machine learning engineers. Data engineers move a lot of data around, so they use databases every day. 6% of the data scientist job offers on LinkedIn are in California. Aug 11, 2021 · Data Engineers play a huge role in helping companies make the most of their data, which is one of the reasons they’re in high demand, ranking 7th in Glassdoor’s list of the best jobs in 2022. The most in-demand technical skills for data science experts are Python and SQL. 3% surge from the previous year. Apr 17, 2024 · Job Outlook. DiscoverDataScience. Enterprise software revenue (Source: Statista) The demand for software engineers has doubled since 2020. A subset of this occupation's profile is available. Data architect. Apr 17, 2024 · Bioengineers and biomedical engineers are expected to see employment growth as demand for biomedical devices and procedures, such as hip and knee replacements, continues to increase. Dec 2, 2021 · The increasing demand for the role of data engineers and the limited human workforce supply has consequently enhanced the pay for data engineers. S. Follow. Apr 13, 2023 · Higher the number of working years and extensive experience portfolio, the better the average salary for a data engineer. Profit Sharing. Jan 5, 2024 · Here are 15 jobs expected to be in high demand for 2024, the skills and experience you should look for when hiring, and the salary ranges you’ll want to pay to stay competitive in the Apr 14, 2021 · The demand for Data Engineers has seen a rapid increase in the past few years. Employment of chemical engineers is projected to grow 8 percent from 2022 to 2032, faster than the average for all occupations. 2 billion in 2022 to USD 86. About 19,200 openings for mechanical engineers are projected each year, on average, over the decade. Cloud systems provide scalability, cost-efficiency, and managed services to ease data engineering processes. FAANG Vs. Bright Outlook Updated 2024. Extract, Transform, Load (ETL) Skills. Most employers expect data engineer candidates to have a strong understanding of analytics software, specifically Apache Hadoop-based solutions like MapReduce, Hive, Pig and HBase. Data engineering has seen massive growth in the last couple of years. Conclusion. High demand. com, the demand has increased by 45% in 2019. Data engineering was reported as the fastest-growing job in technology in 2019 in the Dice 2020 Tech Job Report. Nov 21, 2022 · Prediction #1: Cloud Manages 75% Of All Data Workloads by 2024 (Tomasz) Image courtesy of Tomasz Tunguz. The estimated total pay for a Azure Data Engineer is $148,204 per year in the United States area, with an average salary of $115,643 per year. For the purpose of this report, Hired examined software engineering candidate interview requests and salary data from January 2020 through December 2021 inclusive. And an experienced data According to this research, demand for data engineers has been on the rise since 2016. Start your journey in one of the fastest growing professions today with this beginner-friendly Data Engineering course! You will be introduced to the core concepts, processes, and tools you need to know in order to get a foundational knowledge of data engineering. Teams will operationalize enterprise-ready AI products. About 17,700 openings for data scientists are projected each year, on average, over the decade. Dec 18, 2022 · Demand for tech talent has fluctuated between January and October 2022 compared to the same period in 2021, but U. is $106,261 with $81,000 on the low end and $139,000 on the high end. Mar 17, 2022 · Data Engineer ($129,250) The 2021 State of Software Engineers by Hired identified engineering specialties in the highest demand. This is the best time to become a Data Engineer even that means to have a pivot in career. Many of those openings are expected to result from the need to replace workers who transfer to different Mar 11, 2024 · The job market for engineers is a tale of two very different worlds. This skill includes having a keen sense of pattern detection from data. With the advent of the COVID-19 pandemic in 2020, many professionals witnessed the immense loss of jobs worldwide. 15-2051. Search engineers were the highest paid engineers, with an average salary of $165,000. Acceleration of On-Premises Databases Transitioning to the Cloud. Future of Work. Base Salary. Cloud systems can improve decision-making by automating core data engineering operations. 2. Data Scientists will not go extinct in 10 years, but the role will change. The data included reflects over 366,000 interactions between companies and software Mar 23, 2023 · 5. About 1,200 openings for petroleum engineers are projected each year, on average, over the decade. The median Data Engineer salary in the UK is £65,000 per year according to job vacancies posted during the 6 months to 29 May 2024. Contents Ministerial foreword; “Data engineering” roles are paid the highest median salary, and have experienced the greatest growth in salary between 2013-2017 of May 16, 2024 · Data Engineer Roadmap for 2024. Broader role. Electrical engineering is a very broad field, which includes power engineering, instrumentation engineering, and electronic engineering. 73 per hour. And as the demand for greater AI-integrated tools grows, companies will push to reduce the risk of algorithmic bias in order to maintain their ethical standards. May 18, 2021 · Published 18 May 2021. Extract, transform, and load (ETL) is a data engineering skill that helps us to efficiently process big data. . Specialized role. There are a few areas of expertise that anyone working in cloud computing should have. It is safe to say that the demand for data engineers has exceeded the supply. earns over $110,000 per year. Electrical Engineer. Apr 17, 2024 · Employment of computer hardware engineers is projected to grow 5 percent from 2022 to 2032, faster than the average for all occupations. About 4,600 openings for computer hardware engineers are projected each year, on average, over the decade. $69k - $146k. The labour shortage conditions seen in recent Oct 4, 2020 · A data science engineer is the need for almost all industries. Ben sums it up: 2021 was a big growth year for us. Get the Most In-demand Skills Online. The average salary for a data engineer is $130,769 per year. $2k - $17k. org Sep 20, 2021 · 1. The # of job openings grew 80% for AI scientists and 70% for machine learning engineers. Location. Digital skills will remain in high-demand – we expect to see 150 million tech or tech-adjacent jobs over the next five years. With high industry demand, this role provides valuable technical skills and pathways to career growth. Jan 2, 2024 · Keeping pipelines free of bias is an important responsibility that will fall on data engineers. In India, the salary of a Big Data Engineer varies significantly based on experience: Entry-level (less than 3 years of experience): An average salary of ₹7. Average Base Salary/annum (In INR) Fresher (>1 year) ₹457,532. Apr 5, 2024 · There are over 325,319software engineers currently employed in the United States. Mid Career (5-9 years) ₹1,294,336. IBM Certified Solution Architect -- Data Warehouse V1. Insurance. When looking at workplace trends for 2021, one thing is clear — the demand for new and emerging skills is higher than ever. Feb 9, 2024 · All of the following are typical job responsibilities for big data engineers: Designing and implementing software systems. There are two major types of database technologies for databases: SQL and NoSQL (more on NoSQL in the next section). The evolution of data engineering in the current scenario is expected and has great implications for the future. Total Pay. In addition, with continued public awareness of medical advances, increasing numbers of people will seek biomedical solutions to their health problems. Mar 1, 2021 · Let’s talk about job growth and the demand for data engineers. Develop and implement a set of techniques or analytics Calling all Aussie Data Engineers!! Hi all, just wanted to get an insider view of what you, Data Engineers think about the demand for Data Engineers in Australia and also how does it look in the next 5, 10, 20 years. AIMResearch estimates that the data engineering market will grow at a CAGR of 36. Fueled by a staggering 21% increase in job openings for data professionals predicted by Zippia between 2018 and 2028, the demand for skilled data engineers is at an all-time high. Nov 29, 2023 · Here’s a breakdown of the main differences. Many of those openings are expected to result from the need to replace workers who transfer to different occupations According to BLS data, average hourly wages increased by 5. Just for a fact, do you know that there is a 50% increase in the demand for data engineers in India in 2021 YOY? Data Engineering Is In High Demand. Cloud computing is the future of all data work—demand for the skill is high, but it will soon be ubiquitous. In Q3 we are seeing a greater balance of industries contacting us for data talent. For more specific occupations, see: 15-2051. These numbers represent the median, which is the midpoint of the ranges from our proprietary Total Pay Estimate model and based on salaries collected from our users. Finance. Developing Dec 20, 2023 · 5. Consulting. Here are the 15 most common data engineer terms, along with their prevalence in data scientist listings. e. Layoffs in tech were bigger than other sectors but it’s still not a bad market, there’s just not frenzied capital waiting to be spent. Top Python Libraries. Using Extract Transform Load operations (the ETL process) Creating data architectures that meet the requirements of the business. 8 lakhs per annum indicating an increase of 2. Many of those openings are expected to result from the need to replace workers who transfer to The Robert Half Salary Guide 2021 identifies the data engineer position as one of the best paid. The AI Engineers’ median salary stands at 14. The data engineering trend that keeps on trending—data products. 22. 2% in 2027. Build systems, applications, websites, and tools. The first table below provides salary benchmarking and summary statistics including a comparison to same period in the previous 2 years. a. The ever-growing sea of data demands skilled professionals to unlock its potential. Feb 9, 2024 · Data engineering is a profession with skills that are positioned between software engineering and programming on one side, and advanced analytics skills like those needed by data scientists on the other side. According to DICE’s 2020 Tech Job Report, Data Engineer is the fastest-growing job in 2019, growing by 50% YoY. $68k - $137k. The average software engineer age is 39years old. Employment of electricians is projected to grow 6 percent from 2022 to 2032, faster than the average for all occupations. This trend is led by data-driven companies that will lay the groundwork for tomorrow’s data landscape. Tips to get the nine skills + career advice. Average late career salary: $96,000. I don’t think it’s saturated. 49% of the job ads on LinkedIn are in the IT & Tech industry. Bachelor's degree: $138,080: Computer Network Architects: Computer network architects design and implement data communication networks, including local area networks (LANs), wide area networks (WANs), and intranets Apr 17, 2024 · Job Outlook. 5%), followed by Asian (34. About 73,500 openings for electricians are projected each year, on average, over the decade. Employment of petroleum engineers is projected to grow 2 percent from 2022 to 2032, about as fast as the average for all occupations. The salary of a data engineer is also 20-30% higher than the salary of a data scientist. The latest edition of The engineering profession: a statistical overview examines findings from the 2021 census and the latest education and migration data. On one end, the demand for AI research scientists and machine learning engineers has boomed. According to Zippia, junior data analysts earn $53,188 a year on average. The salaries differ across cities and states, with Washington, D. Mar 20, 2024 · The employment rate for data scientists will grow by 36% from 2021 to 2031. The average additional cash compensation for a Data Engineer in the United States is $27,503, with a range from $20,627 - $38,505. It’s clear that 2024 is going to be an amazing year for data engineering. The number of open data engineer positions grew by 50% in a single year. SQL. Many of those openings are expected to result from the need to replace workers who transfer to Jan 1, 2024 · In the era of data-driven decision-making, these two languages converge to form the cornerstone of a data engineer’s toolkit. Electrical engineering is another engineering field that is continually in demand. The top 10% of professionals make up to $71,000 a year, while the bottom 10% earn $39,000 a year. Mid-level data engineer salary and job description Common job titles: Data Engineer II; Lead Data Engineer Jan 6, 2021 · Data engineers are busy—always. The most in-demand jobs for 2021 can all be done remotely, according to LinkedIn’s analysis of work trends in 15 countries. The most common ethnicity of software engineers is White (48. Mar 18, 2020 · The global big data and data engineering services market is certainly experiencing high demand. Drag-and-drop GUI-based ETL tools are useful but, not a panacea. Build data systems and databases that can store, consolidate, and retrieve data. Mar 14, 2023 · Though data scientists may garner more headlines than other data professionals, data science isn’t necessarily the most exciting career in the data space. Data engineering is closely related to data as you can see from its name. 3% and 3. By 2018, CIO Magazine chose Scala, Spark, data warehousing, and Java as the top skills for data engineers. Azure Synapse Analytics. This certification covers the planning, designing, building, governing and securing of a data warehouse with minimal help from support, documentation and subject matter experts. 29 May 2024. 5. 3 min read. 1%) and Unknown (4. 4% which means still a job applicant’s market (healthy economy is usually 3-5%). 43 Construction wages are expected to experience upward pressure in 2024 as labor demand continues to outpace supply. Engineers focused on backend and full-stack roles received more than half of interview requests in 2020. 9 Lakhs per year. It shows in compensation too; this year’s Robert Half Technology Salary Guide 2021 puts data engineers as the #1 highest paid non-executive IT job. Nov 17, 2023 · It only goes through March of this year, but it still helps to paint a decent year-over-year picture of the job market for data roles. 3% decrease as compared to 2020 (when it was 15. Median salary? $166,500. Learn about a career as a data engineer including salary information and necessary steps. While traditional fields such as civil and petroleum engineering are still in high demand, the fastest growing fields are clearly those in the IT sphere. Users are general public. Healthcare. Projections indicate that in 2023, the average Data Engineer salary will reach $110,000, reflecting a 3. Education. The negative effect of the COVID-19 pandemic was rather short-lived, as the Occupational Employment and Wages, May 2023 17-2051 Civil Engineers. The share of data engineering as a percentage of the analytics market will grow from 29. Feb 12, 2020 · Python was the 12th most in-demand language among engineers, the report found, while R was last. Many companies slowed or stopped hiring, so May 15, 2024 · The average salary for a Data Engineer is $96,673 in 2024. Another interesting piece of information is that the number of job openings for data engineers is almost 5 times higher than the job openings for data scientists. At the same time, over 90% think the role of Data Scientist will change. In terms of pay, data engineers in the San Francisco Bay Area job market received a 6% salary boost to an average of $160,000 per year in 2019, according to Hired. Creating systems for collecting data and for processing that data. This shows the high demand for data engineers in today's job market. , paying the highest at $75,730. Users are data scientists or analysts. Jan 11, 2021 · 2. Jan 16, 2022 · Data Engineering Career has become the highest paid and most in demand in 2021-22. May 31, 2021 · A very generic list. $1k - $19k. About 1,300 openings for chemical engineers are projected each year, on average, over the decade. The largest segment is enterprise software, with projected revenue of $237 billion in 2022. Many also work in areas closely related to computer hardware. According to Indeed. DataOps and DevOps for Data. uyxdejgcerjxtsahdmjk