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Top 9 Data Warehousing Trends to Watch This Year

date:  Jan 24 2023
reading time: 10min
Author

Jordan Jancevski

Data warehousing continues to advance. The way that agencies use their data is evolving as a result of new technologies like virtual data warehousing and AI-powered data analysis tools.

You must closely monitor the most recent developments in data warehousing to outsmart your rivals.

In this article, we will discuss some of the warehousing trends for 2023. Let’s go!

Data warehousing: What is it?

Consolidating all of your company’s data into a single repository is the process of data warehousing. Organizations adopting a data warehouse may organize the scattered and siloed data they utilize and establish a single source of truth for all their information.

Cross-channel reporting is made simpler and faster by a data warehouse. Using a data warehouse can allow you to produce reports with only a few clicks rather than spending hours comparing data from numerous sources.

Additionally, having a data warehouse allows you to query all your organization’s data in a matter of seconds and display it organized in a visual dashboard utilizing graphs, charts, and tables.

Business intelligence relies on a data warehouse, which enables marketers to analyze their data warehouse and create data-driven campaigns.

Every significant organization will require a data warehouse in 2022 to effectively handle its data. Let\’s examine the specific factors that this year rendered data warehousing essential for agencies.

Green Data Warehousing

Business energy-saving efforts increasingly include cloud data warehousing. It\’s wonderful to see a green data warehousing trend emerging as we work to combat climate change.

Energy usage in cloud data centers is significantly higher than the industry standard. Companies in the EU estimated an 80% decrease in energy use in 2021 as a result of moving their company data to SaaS storage providers.

Single Data Warehouse

The trend of businesses employing a large number of SaaS apps—110 on average for enterprises—over the past ten years has resulted in data being dispersed across several platforms. This approach can raise the requirement for data professionals in IT employment and can compound expenses in maintenance and subscription fees.

Data Warehousing AI Solutions

Businesses will need to shift data operations to quicker machine learning-enabled AI systems as the amount of processed data is expected to expand rapidly.

Businesses that include AI in their data warehousing systems can lower their operating expenses and carry out data operations more effectively as trend and pattern analysis capabilities continue to advance rapidly.

In-Memory Computing

Clusters of servers are used in in-memory computing to pool all RAM and CPU resources. This approach spreads data handling and processing duties throughout the cluster for dramatically improved performance and scalability.

In-memory computing, which was initially made popular by the financial services sector, grew quickly during the recent move to remote work and is currently popular in data warehousing.

Virtual Data Warehousing

Through the use of middleware, virtual data warehouses are collections of several databases that may be searched concurrently. Virtual data warehousing is popular because it is less expensive and more quickly implemented than physical alternatives.

Virtualization may increase running speeds and save operating expenses by up to four times by doing away with physical data replication.

In-Database Analytics

An analytical technique known as \”in-database analytics\” analyzes data while it is still being stored there, in a database or data warehouse. The storage design includes in-database analytics, which eliminates the need for additional applications following transfers.

Analytical operations carried out inside minimize data transit, lower bandwidth overhead needs, and decrease security concerns associated with dispersing sensitive data over several sites and devices.

Analytics on Demand

Users may be pulling data from warehouses through dozens of different apps in a work environment that heavily relies on SaaS. Thus, analytics on demand has emerged as a popular practice in most companies.

With on-demand analytics, customers may access data in sandboxes—a virtual machine host—using several software platforms. Many businesses are using this strategy to fulfill the rising need for better and more rapid analytics operations.

Data Compression

By using data compression, fewer bits (binary digits) are required to hold the same amount of data. It functions by building reference libraries for the binary data\’s 1s and 0s and then substituting shorter reference tags for larger strings.

Your data may be compressed to save space on your hard drive, speed up data transfers, and lower your total storage expenses. Because of this, it has long been among the most well-liked data warehousing innovations and is probably here to stay.

Hadoop Integration

Large data volumes are processed quickly by the open-source program Hadoop using a distributed file system and a parallel processing technique called MapReduce.

Over the past ten years, usage of the program has waxed and waned, but in current data warehousing trends, it has had a resurgence.

Applications for data warehousing often target developers. However, to maximize the value of their data, marketing and sales personnel increasingly require access to the same data management systems.

No-code data warehousing solutions created with a user-friendly interface offer up this potent technology for broader use for persons with a non-technical background who may be inexperienced with programming and composing queries.

The top 9 most recent data warehousing trends for 2023 are now complete. Following these data warehousing trends will put you in a position to succeed if you want to gain more value out of your data.

You\’ll need to create your data warehouse to begin going, and you\’ll start reaping its rewards right away.

Several resources on SnapStack’s team who are Data Warehouse Specialists are eager to give the best solutions. If you require such resources, please contact us at contact@snapstack.cz or through our social media channels.

Enjoy the rest of your week.

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The shift towards skills-based hiring: A new era of talent acquisition

In today’s fast-evolving job market, there’s a growing trend towards skills-based hiring, which places a stronger focus on a candidate’s practical abilities rather than traditional qualifications like degrees or titles. This shift is fundamentally changing how companies approach recruitment, resulting in more dynamic and diverse workforces.

Organizations are increasingly recognizing that skills-based hiring can lead to better job performance, role fit, and inclusivity, which is driving widespread adoption of this model.

What is skills-based hiring?

Skills-based hiring is a recruitment strategy where employers focus on a candidate’s specific skills and competencies rather than their formal education or past job titles. For instance, companies may prioritize technical skills, such as proficiency in certain programming languages or software, or soft skills like communication and problem-solving, over traditional criteria like a four-year degree. As noted by SHL, this approach allows companies to uncover hidden talent and focus on candidates’ potential, helping organizations foster diversity, equity, and inclusion.

Why skills-based hiring is gaining popularity

  1. Access to a wider talent pool
    Traditional hiring methods often exclude individuals who may not have formal degrees but possess valuable skills. By adopting skills-based hiring, companies can tap into non-traditional talent pools, including self-taught professionals and those from different socio-economic backgrounds. As Workable reports, nearly 45% of companies in 2024 are expected to drop degree requirements for many roles.
  2. Improved role fit and performance
    Skills-based hiring often leads to a better match between the candidate and the job. Focusing on specific, measurable skills means that employees are more likely to succeed in their roles from day one. According to BCG, hiring based on skills is five times more likely to predict job performance than hiring based solely on degrees. By assessing candidates based on real-world competencies, employers can ensure a higher level of job readiness and productivity.
  3. Fostering lifelong learning and agility
    As companies face rapid technological changes, employees need to continuously upskill to remain relevant. A skills-based approach promotes a culture of lifelong learning, encouraging employees to focus on acquiring new competencies rather than relying on outdated credentials. This mindset aligns with the needs of industries such as IT and digital marketing, where practical skills and staying current with trends are crucial .
  4. Reducing bias and increasing diversity
    Traditional hiring processes can unintentionally reinforce biases related to education or socio-economic background. By shifting the focus to skills, companies can reduce these biases, offering more opportunities to underrepresented groups. According to SHL, a skills-based model promotes inclusivity by leveling the playing field, making it easier for companies to create a diverse workforce.

The challenges of implementing skills-based hiring

While the benefits of this approach are clear, there are several challenges that companies must navigate when adopting skills-based hiring practices.

  1. Defining clear skills criteria
    One of the main challenges is defining the precise skills required for each role. Companies must shift from focusing on traditional job descriptions to crafting skills-based profiles that clearly outline the necessary competencies.
  2. Effective skills assessment
    Assessing a candidate’s skills is often more complex than verifying their educational background. Companies must rely on practical assessments, such as tests or simulations, to evaluate real-world capabilities. For example, Boeing created an apprenticeship program for cybersecurity roles that doesn’t require a degree but emphasizes hands-on learning and skill development (
    McKinsey & Company) (BCG Global).
  3. Cultural change within organizations
    Shifting from a qualifications-based hiring approach to one focused on skills may require a significant cultural change. Long-standing hiring practices can be difficult to overhaul, and companies must invest in training hiring managers and redesigning recruitment processes to fully embrace skills-based assessments.

How companies can make the shift

  1. Invest in skills assessment tools
    Organizations need reliable tools to accurately assess candidates’ skills. Platforms offering practical evaluations, coding challenges, or case studies can help measure relevant abilities in a fair and transparent manner. As SHL highlights, using data-driven assessments allows companies to objectively evaluate competencies, improving hiring outcomes.
  2. Promote upskilling and internal mobility
    Fostering a culture of continuous learning is essential for the future workforce. Companies that encourage employees to reskill and grow within the organization can fill talent gaps internally. BCG notes that employees hired through skills-based hiring often experience longer tenures and are promoted at rates similar to those hired based on degrees.

How do we see it?

The shift toward skills-based hiring is more than just a trend; it represents a fundamental change in how organizations view talent acquisition. As businesses prioritize practical skills and competencies over traditional qualifications, they can build more dynamic, diverse, and high-performing teams. While there are challenges, including defining clear skills criteria and developing effective assessments, the long-term benefits of this approach make it a valuable strategy for future-proofing the workforce.

This approach is not only more inclusive and adaptable but also positions companies to better meet the demands of a rapidly changing job market. As SHL, BCG, McKinsey&Company and other industry leaders have demonstrated, skills-based hiring is key to unlocking hidden talent and ensuring long-term organizational success (McKinsey & Company).

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20 reasons why leasing IT resources with SnapStack is a smart move for your business

In today’s competitive landscape, the increasing global demand for technology experts has made recruiting the right talent more challenging than ever. Finding skilled professionals that fit a company’s unique needs often feels like an uphill battle. So, how can businesses manage these challenges without suffering losses or delays?

One effective solution is outsourcing and leasing IT resources. Here are 20 reasons why this approach could be the key to long-term success.

1. STAY FOCUSED ON CORE BUSINESS FUNCTIONS

By leasing IT resources, you can concentrate on your core business functions. Let a specialized outsourcing team handle the technical aspects, giving you the bandwidth to recruit and manage business-critical talent.

2. ACCESS SPECIALIZED EXPERTISE WHEN NEEDED

Leasing allows you to tap into specialized developers only when you need them. This is ideal for projects that require niche skills without long-term employment commitments.

3. LEVERAGE A VAST NETWORK OF IT PROFESSIONALS

Our network boasts over 5,000 IT professionals with proven expertise in various technologies and industries. This ensures we can match you with the right resources efficiently.

4. BENEFIT FROM PRE-VETTED AND TESTED TALENT

All our experts go through rigorous selection processes, including interviews by recruiters. Most of our resources are tried and tested, having already demonstrated their skills in action.

5. GET QUICK ACCESS TO TOP IT EXPERTS

We offer rapid access to a diverse pool of highly skilled IT experts who have been tested through long-term international engagements across multiple industries.

6. ACHIEVE COST EFFICIENCY WITH ECONOMIES OF SCALE

Outsourcing allows you to share resources across different projects, improving economies of scale. You can lease part-time resources, ensuring you only pay for what you use, and reduce costs.

7. EASILY SCALE YOUR IT CAPACITY UP OR DOWN

Need to scale your team up or down in a couple of weeks? Leasing IT resources gives you the flexibility to adjust capacity quickly, meeting project demands without delays.

8. PAY ONLY FOR WORK DELIVERED

No need to worry about paying for sick days, vacations, or training. With leased IT resources, you only pay for the work completed, without the burden of long-term investments or legal obligations.

9. GET THE BEST TALENT AT COMPETITIVE RATES

By hiring globally, we can assemble physical or virtual teams that bring world-class expertise at competitive rates. This ensures you get top-notch performance within your budget.

10. SIMPLIFY IT AND VENDOR MANAGEMENT

Leasing with us removes the complexities of IT resource management. We take on the responsibility, reducing the burden on your HR and vendor management teams while minimizing the risk of project failure.

11. ENJOY FLEXIBLE AND CONVENIENT PAYMENT TERMS

We invoice at the end of each month with a 1-month payment term, giving you ample time to review and approve the work before making payments.

12. ELIMINATE THE RISK OF MISMATCHED HIRES

Hiring the wrong employee can be costly. By leasing IT resources, you’re contractually guaranteed the right mix of skills, eliminating the risk of mismatched hires.

13. ENSURE BUSINESS CONTINUITY FOR INVESTOR-DEPENDENT COMPANIES

If your business relies on investor milestones, we provide the IT resources needed to meet those critical deliverables and keep your stakeholders happy.

14. OPTION TO RETAIN LEASED TALENT FOR LONGER TERMS

Many of our clients choose to extend leases or even hire leased IT resources full-time, offering flexibility for longer-term projects or internal integration.

15. ENHANCE EFFICIENCY FOR PUBLICLY TRADED COMPANIES

For companies focused on efficiency ratios, leasing IT capacity is an excellent way to maintain performance without the long-term financial commitment of hiring permanent staff.

16. SAVE COSTS BY LEASING PART-TIME IT RESOURCES

Similar to point 6, leasing part-time IT resources across projects allows for even greater cost savings, optimizing your budget and maximizing output.

17. FLEXIBLE SUPPORT OPTIONS TAILORED TO YOUR NEEDS

We offer two support options: pre-paid capacity that adjusts to demand or an outsourced managed service for a fixed monthly fee, ensuring you have ongoing IT support when you need it.

18. BOOST PRODUCTIVITY WITH PROJECT VARIETY

Changing environments or projects can enhance productivity for IT professionals. Leasing allows them to move between projects, keeping their skills sharp and motivation high.

19. ACCESS EXPERT PROJECT MANAGEMENT AND CONSULTING

Need leadership to drive your project forward? We can supply experienced Project Managers, Scrum Masters, or specialized solution consultants to guide your team to success.

20. WORK WITH A TEAM PASSIONATE ABOUT TECHNOLOGY

At the core of our business is a passion for technology and project management. We love what we do, and it shows in the high-quality service we deliver.

Ready to take your business to the next level?

It’s time to outsource and lease IT resources. Contact us today to improve efficiency, reduce costs, and meet your goals with expert help.

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Streamline your recruitment efforts with RPO: The key to efficiency and cost-effectiveness

Are you struggling to manage your recruitment processes effectively? If so, Recruitment Process Outsourcing (RPO) could be the solution you need. RPO is a preferred method for many companies due to its numerous advantages in optimizing recruitment and enhancing efficiency. This approach not only helps in acquiring new employees but also offers a comprehensive understanding of your company's operations and builds strong relationships with hiring managers.

What is Recruitment Process Outsourcing (RPO)?

Recruitment Process Outsourcing (RPO) is a strategic partnership where an external provider manages part or all of the recruitment process for a company. Unlike traditional recruitment, RPO involves a deeper integration with the company's teams, leading to a more efficient and streamlined process. Here’s why RPO stands out:

Direct access and quick feedback

In a traditional recruitment setup, recruiters often face communication discrepancies and delays when dealing with multiple hiring managers. They might be dismissed with vague responses like "I don't have time now," which hampers their efficiency. With RPO, you'll have direct access to hiring teams and can address their needs promptly. This leads to:

  • Reduced delays in candidate evaluation.
  • Quick and precise feedback on potential hires.
  • Efficient recruitment process with fewer obstacles.

Added value and efficiency

One of the main advantages of RPO is the added value it provides. RPO recruiters work closely with hiring managers to understand their specific needs and requirements. This results in:

  • Reduced time-to-fill vacant positions.
  • Increased efficiency in candidate selection.
  • Improved accuracy in hiring decisions.

Financial benefits

From a financial perspective, RPO can be more cost-effective compared to traditional recruitment methods. The cost benefits include:

  • Reduced recruitment costs due to streamlined processes.
  • Lower time-to-hire, which saves money.
  • Cost comparison data in our presentation (see slide no. 4) illustrates the percentage by which RPO can be cheaper than traditional methods.

Additional benefits of Recruitment Process Outsourcing (RPO)

RPO offers several other benefits that contribute to overall recruitment success:

  • Saves time for your internal team by handling the recruitment process and communication.
  • Eliminates the need for an internal recruiter.
  • Assists in setting up efficient recruitment processes.
  • Trains team leaders to enhance recruitment practices.
  • High motivation from RPO recruiters to make successful placements.
  • Improved candidate experience, as candidates interact with a dedicated representative rather than multiple agencies.
  • Enhanced market impression with a single point of contact for candidates.

Conclusion

If you want to recruit efficiently, reduce costs, and enhance your company's competitive edge in the coming year, consider adopting Recruitment Process Outsourcing (RPO). This strategy not only streamlines the recruitment process but also brings significant financial and operational benefits.

Ready to transform your recruitment process? Explore the advantages of RPO and see how it can elevate your company's efficiency and effectiveness.

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