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What are the best ways to develop data security skills?

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Data security is a crucial aspect of data architecture, as it involves protecting the confidentiality, integrity, and availability of data from unauthorized access, modification, or destruction. Data security skills are essential for data architects who design, implement, and maintain data systems and solutions that meet the business and regulatory requirements of their organizations. However, developing data security skills is not a one-time event, but a continuous process that requires constant learning, updating, and practicing. In this article, we will explore some of the best ways to develop data security skills as a data architect.

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1 Understand the basics

Before diving into the advanced topics of data security, it is important to have a solid foundation of the basic concepts, principles, and standards of data security. These include data encryption, authentication, authorization, access control, auditing, backup, recovery, and compliance. You should also be familiar with the common data security threats, risks, and vulnerabilities, such as data breaches, ransomware, phishing, SQL injection, and denial-of-service attacks. You can learn the basics of data security from online courses, books, blogs, podcasts, or webinars that cover the fundamentals of data security for data architects.

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Nadeem Malik

Enterprise Architect - providing enterprise-wide insights, promoting standardization, reducing costs, mitigating risk, increasing agility, realizing strategies, and driving innovation.
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Establish a unified enterprise data security strategy aligned with business objectives and continuously monitor, test, and improve controls to balance usability and risk through a data-centric zero-trust model.

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2 Follow the best practices

Another way to develop data security skills is to follow the best practices and guidelines that are widely accepted and proven in the data architecture field. These include the data security frameworks, models, patterns, and architectures that provide a structured and systematic approach to designing, implementing, and managing data security solutions. Some of the popular data security frameworks are ISO 27001, NIST SP 800-53, CIS Controls, and OWASP Top 10. You can also refer to the data security standards and regulations that are relevant to your industry or domain, such as GDPR, HIPAA, PCI DSS, and FERPA.

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Nadeem Malik

Enterprise Architect - providing enterprise-wide insights, promoting standardization, reducing costs, mitigating risk, increasing agility, realizing strategies, and driving innovation.
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Adopt a risk-based approach to data security by leveraging established frameworks like NIST and ISO27001 to implement controls tailored to your organization's threat landscape and compliance obligations.

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Sagar Navroop

Data Architect | AI | MLOps | AWS | SIEM | Observability | Technologist
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1) Sign up for formal training, education, and certifications that cover encryption, access control, and security protocols 2) Gain hands-on experience working on client projects, use lab environment to tune skills 3) Subscribe to industry-standard publications, and blogs, stay up to date 4) Connect with data security/privacy professionals to build on the existing knowledge base 5) Pursue certifications viz. CISSP, CISM, or similar cloud vendors provided certifications 6) Learn and adopt Security Frameworks viz. NIST, HIPAA, PCI DSS, and FERPA, etc. 7) Pick up Industry-specific data/cloud/network/application security certifications/courses. 8) Pick up one SIEM tool and querying language 9) Build soft skills and a problem-solving mindset

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3 Use the right tools

Data security skills also depend on the tools and technologies that you use to perform data security tasks and operations. These include the data security software, hardware, and services that enable you to encrypt, decrypt, hash, sign, verify, store, transmit, monitor, and analyze data securely. You should be able to select, configure, and use the right tools for your data security needs and objectives. Some of the common data security tools are encryption algorithms, encryption keys, certificates, firewalls, VPNs, proxies, IDS/IPS, SIEM, and DLP.

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4 Learn from the experts

One of the best ways to develop data security skills is to learn from the experts who have extensive experience and knowledge in data security. You can seek mentorship, guidance, or feedback from senior or peer data architects who have successfully implemented and maintained data security solutions in their organizations. You can also join online or offline communities, forums, groups, or events that are dedicated to data security topics and issues. You can also follow the blogs, podcasts, newsletters, or social media accounts of influential data security experts and thought leaders.

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5 Practice your skills

Finally, the most effective way to develop data security skills is to practice your skills in real-world scenarios and projects. You can apply your data security knowledge and techniques to your own data architecture projects or tasks, or to the existing data systems or solutions in your organization. You can also participate in data security challenges, competitions, or hackathons that test your data security skills and abilities. You can also create your own data security projects or experiments that simulate or emulate data security problems or situations.

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Nadeem Malik

Enterprise Architect - providing enterprise-wide insights, promoting standardization, reducing costs, mitigating risk, increasing agility, realizing strategies, and driving innovation.
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Continuously expand data security knowledge through hands-on application in projects, experiments, and simulations to sharpen skills in threat modeling, risk analysis, control design, and incident response.

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6 Here’s what else to consider

This is a space to share examples, stories, or insights that don’t fit into any of the previous sections. What else would you like to add?

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Royce Allen

Thought Leader | Strategist | Cybersecurity Expert | Risk Management | Speaker| Adjunct Professor
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Seek opportunities in that field, on the job training. The best way to learn, adapt, and deliver is to work in that field. Understanding data security is not an easy task or field. Immerse yourself and by ready for a new adventure.

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What are the best ways to develop data security skills?

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2

3

4

5

6

1 Understand the basics

2 Follow the best practices

3 Use the right tools

4 Learn from the experts

5 Practice your skills

6 Here’s what else to consider

Data Architecture

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What are the best ways to develop data security skills?

1

2

3

4

5

6

1 Understand the basics

2 Follow the best practices

3 Use the right tools

4 Learn from the experts

5 Practice your skills

6 Here’s what else to consider

Data Architecture

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