Top Skills Every Modern Software Engineer Needs

As the technology landscape continues to evolve at an unprecedented pace, software engineers must acquire the necessary skills to thrive in this dynamic industry. Gone are the days when technical proficiency alone could guarantee success. Today’s modern software engineers need a diverse skill set to navigate the ever-changing tech landscape. But what are the top skills that can truly make a difference?

In this article, we explore the essential skills that every modern software engineer should possess to not just survive, but thrive in their career. From technical proficiency and problem-solving abilities to continuous learning and effective communication, we delve into the key areas that can set software engineers apart in today’s competitive market.

So, are you ready to discover the top skills that can catapult your career as a software engineer? Let’s dive in and unlock the secrets to success in the modern tech landscape.

Key Takeaways:

  • Technical proficiency in programming languages and software development principles is crucial for every modern software engineer.
  • Problem-solving skills, including analytical thinking and creative approaches, are essential for overcoming challenges in software engineering.
  • Continuous learning and adaptability are crucial for keeping up with the rapidly evolving technology industry.
  • Collaboration and effective communication skills foster teamwork and enable clear conveyance of ideas and concepts.
  • Embracing agile development methodologies promotes flexibility, iterative improvements, and efficient project management.

Technical Proficiency

Technical skills are the foundation of success for any modern software engineer. With the rapid advancements in technology and the ever-evolving tech landscape, it is crucial to have a deep understanding of programming languages and software development principles.

Proficiency in programming languages allows software engineers to effectively communicate with computers and write the code that powers applications and systems. Whether it’s Java, Python, C++, or JavaScript, mastering these languages enables engineers to bring their ideas to life and build software solutions that meet the needs of the ever-growing tech industry.

Software development principles provide engineers with a roadmap for creating robust and efficient software systems. These principles encompass methodologies, processes, and best practices that guide engineers throughout the development lifecycle. From requirements gathering to design, implementation, testing, and maintenance, software development principles ensure the delivery of high-quality and reliable software.

By honing their technical skills and staying up-to-date with the latest advancements in programming languages and software development practices, software engineers can write clean, efficient code, troubleshoot complex problems, and create innovative solutions. Being technically proficient not only helps engineers excel in their careers but also contributes to the overall success of software projects.

“Technical proficiency is the backbone of a software engineer’s toolkit. It empowers engineers to tackle challenging problems, write efficient and reliable code, and contribute to the ever-evolving tech landscape.”

Technical Skills

To illustrate the importance of technical skills, let’s take a look at a comparison of programming languages commonly used in software development:

Programming Language Features Use Cases
Python Simple syntax, easy readability, extensive libraries Data analysis, web development, artificial intelligence
JavaScript Client-side and server-side scripting, web development Building interactive web applications, web animations
C++ Low-level hardware control, performance optimization Operating systems, embedded systems, game development
Java Platform independence, object-oriented programming Enterprise software, Android app development

This table provides a glimpse into the diverse features and use cases of different programming languages frequently used by software engineers. It showcases how technical skills enable engineers to choose the right tool for the job and deliver solutions that align with project requirements.

Problem Solving

Problem-solving abilities are fundamental to success in the field of software engineering. Strong analytical thinking, creative problem-solving techniques, and logical reasoning skills enable software engineers to tackle complex challenges and develop innovative solutions.

When faced with a problem, software engineers must analyze the situation carefully, employing analytical thinking to break down the issue into its components. This involves evaluating different aspects of the problem, understanding the relationships between them, and identifying patterns or potential solutions.

Moreover, creative problem-solving techniques are valuable assets for software engineers. They allow professionals to think outside the box, explore unconventional approaches, and develop unique solutions to intricate problems. This creative mindset fosters innovation and enables software engineers to devise novel strategies and processes.

“Creativity is just connecting things. When you ask creative people how they did something, they feel a little guilty because they didn’t really do it, they just saw something. It seemed obvious to them after a while.” (Steve Jobs)

In addition to creativity, logical reasoning skills play a crucial role in problem-solving. Software engineers need to use logical reasoning to assess the feasibility and effectiveness of different solutions. This involves evaluating the logical sequence of steps to follow, identifying potential gaps or flaws, and choosing the most logical path forward.


To illustrate the importance of problem-solving skills in software engineering, consider the following examples:

  1. Software engineers often encounter bugs or errors in their code. Through analytical thinking, they can analyze the code, identify the root cause of the issue, and implement appropriate solutions.
  2. When faced with a complex software requirement, software engineers can employ creative problem-solving techniques to brainstorm innovative features or functionalities that meet the user’s needs.
  3. Logical reasoning skills are particularly crucial when optimizing software performance. Software engineers need to evaluate different algorithms, data structures, and architectural designs to choose the most efficient approach.

By leveraging analytical thinking, creative problem-solving techniques, and logical reasoning skills, software engineers are equipped to overcome challenges and deliver high-quality solutions in today’s dynamic tech landscape.

Analytical Thinking Creative Problem Solving Logical Reasoning
Enables the breakdown and analysis of complex problems. Fosters innovation and facilitates the development of unique solutions. Assesses the feasibility and effectiveness of different solutions.
Promotes a systemic approach to problem-solving. Encourages thinking outside the box and exploring unconventional approaches. Evaluates the logical sequence of steps to follow.
Identifies patterns and relationships between problem components. Allows for the exploration of multiple solutions before choosing the most effective one. Identifies potential gaps or flaws in proposed solutions.

Continuous Learning

In today’s rapidly evolving technology industry, the role of a software engineer requires more than just technical expertise. It demands an ongoing commitment to continuous learning, adaptability, and staying updated with the latest trends and tools.

Adaptability is crucial for software engineers as it enables them to quickly adjust to changes in technologies and methodologies. As new programming languages, frameworks, and development practices emerge, software engineers must be willing and able to adapt their skills and knowledge to meet the evolving demands of the industry.

Achieving lifelong learning is essential for software engineers to stay at the top of their game. It involves actively seeking out new learning opportunities, whether through online courses, technical workshops, or industry conferences. By continuously expanding their knowledge and skills, software engineers can remain competitive and deliver high-quality solutions.

To effectively contribute to the ever-changing tech landscape, software engineers must invest time and effort in staying updated with industry trends. This includes keeping a pulse on emerging technologies, best practices, and industry standards. By staying ahead of the curve, software engineers can leverage new tools and techniques to enhance their workflows and deliver innovative solutions to their clients or organizations.

“Continuous learning is the key to success in software engineering. The ability to adapt and stay updated with the latest technologies and trends keeps software engineers at the forefront of the industry and positions them for long-term career growth.”

To highlight the importance of continuous learning, here’s a table showcasing some popular online learning platforms:

Online Learning Platform Features Subscription Price
Udemy – Wide range of courses
– Self-paced learning
– Lifetime access to course materials
$9.99 – $19.99 per course (varies)
Coursera – Courses from top universities
– Option to earn certifications
– Interactive learning experience
$39 – $79 per month (for access to all courses)
Pluralsight – Vast library of courses
– Skill assessments
– Learning paths for career advancement
$29 – $49 per month (for individual plans)

By utilizing these online learning platforms, software engineers can access a wealth of knowledge, gain new skills, and adapt to the changing demands of the tech industry. Continuous learning not only enhances their professional growth but also contributes to their ability to deliver exceptional results in their software engineering endeavors.

Collaboration and Communication

Collaboration and effective communication skills are integral to successful software engineering. The ability to work well with others and clearly convey ideas and concepts fosters a productive and harmonious team environment.

In a field that often requires cross-functional collaboration and teamwork, software engineers need to leverage their interpersonal skills to build strong relationships and collaborate effectively with designers, testers, and other stakeholders. By fostering a culture of teamwork, engineers can harness diverse perspectives and collective expertise to tackle complex problems and drive innovation.

“Teamwork is the ability to work together toward a common vision. The ability to direct individual accomplishments towards organizational objectives. It is the fuel that allows common people to attain uncommon results.” – Andrew Carnegie

Effective communication is equally vital in software engineering. Clear and concise communication helps engineers articulate their ideas, convey technical information, and ensure alignment across the team. Whether discussing project requirements, sharing progress updates, or addressing challenges, strong communication skills facilitate a smooth flow of information and promote transparency within the team.

Furthermore, effective communication extends beyond technical discussions. Engineers must also be adept at explaining complex technical concepts to non-technical stakeholders, such as clients or project managers. By effectively translating technical jargon into layman’s terms, engineers can foster understanding and ensure everyone is on the same page.

In summary, teamwork and effective communication are indispensable skills for software engineers. By collaborating well with others and communicating clearly, engineers can enhance productivity, drive innovation, and deliver successful software projects.

Benefits of Collaboration and Communication in Software Engineering Examples
Improved problem-solving Collaborative brainstorming sessions that leverage different perspectives to generate innovative solutions.
Increased productivity Efficient communication channels that minimize misunderstandings and ensure streamlined workflows.
Enhanced team cohesion Regular team meetings and open communication that foster strong relationships and trust among team members.
Positive work culture A supportive and collaborative environment that encourages the sharing of ideas and fosters professional growth.

Agile Development

The world of software engineering is constantly evolving, and staying ahead requires embracing agile methodologies. Agile approaches provide software teams with the flexibility and adaptability necessary to navigate the dynamic tech landscape. This section explores the significance of agile development, highlighting the iterative approach, adaptability, and emphasis on incremental improvements and feedback.

The Iterative Approach

Agile development relies on an iterative approach that breaks down projects into smaller, more manageable chunks. Instead of a linear, sequential process, software engineers work in short cycles called sprints. Each sprint focuses on delivering a piece of functionality that adds value to the software product. With each iteration, the software evolves and improves based on feedback, allowing for continuous refinement and enhancement.

Adaptability in Agile

Agile methodologies prioritize adaptability, recognizing that requirements and circumstances can change throughout a project’s lifecycle. Software engineers must be prepared to modify plans and respond to evolving needs and priorities. This adaptability enables teams to pivot quickly when necessary and deliver the most valuable features to users.

“Agile development allows teams to respond to change and harness the power of collaboration, resulting in efficient software development and better outcomes.”

Incremental Improvements and Feedback

Agile methodologies emphasize the importance of making incremental improvements to software over time. Instead of waiting until the end of a project to showcase the final product, each iteration delivers tangible progress. This allows teams to gather feedback from stakeholders, users, and teammates early on, ensuring that subsequent iterations address any identified issues and align with user needs.

Benefits of Agile Development Challenges of Agile Development
  • Adaptability to changing requirements
  • Enhanced collaboration and communication
  • Improved stakeholder satisfaction
  • Initial learning curve for teams transitioning to agile
  • Need for ongoing client involvement and feedback
  • Potential for scope creep without proper management

Agile development has become a widely adopted approach due to its ability to deliver software that meets evolving needs with higher quality and efficiency. By embracing an iterative approach, prioritizing adaptability, and focusing on incremental improvements and feedback, software engineers can thrive in the fast-paced and ever-changing tech landscape.

Testing and Debugging

Thorough testing and efficient debugging are crucial processes in software development that ensure the reliability and quality of software systems. By identifying and resolving bugs, errors, and other issues, software engineers can deliver robust and stable applications to users.

Software testing involves running various test scenarios to evaluate the functionality, performance, and usability of a software system. It helps uncover potential defects, inconsistencies, and vulnerabilities, allowing engineers to address them proactively.

Bug fixing is a critical aspect of the software development lifecycle. It involves analyzing and resolving issues identified during testing or reported by end users. By systematically investigating and addressing bugs, engineers improve the overall quality and user experience of the software.

“Testing can show the presence of bugs, but not their absence.”

Efficient debugging plays a vital role in identifying and resolving software issues. It involves examining the code, tracing execution paths, and isolating problems to solve them effectively. Debugging techniques and tools enable engineers to track down and fix bugs, reducing development time and improving software performance.

Testing and Debugging Strategies

Software engineers employ various strategies and techniques to enhance the effectiveness of testing and debugging processes. These include:

  1. Unit testing: A method of testing individual components or units of code to ensure their correctness and functionality.
  2. Integration testing: Verifying the interaction between different components or modules to identify integration issues.
  3. System testing: Evaluating the behavior and performance of the entire software system to ensure its compliance with specified requirements.
  4. User acceptance testing: Involving end users to validate whether the software meets their expectations and requirements.
  5. White-box testing: Examining the internal structure and code of the software system to test its logic and control flow.
  6. Black-box testing: Testing the functionality and behavior of the software without considering its internal implementation.
  7. Automated testing: Using testing frameworks and tools to automate the execution of tests, enhancing efficiency and reliability.
  8. Root cause analysis: Investigating the underlying cause of an issue to prevent its recurrence in the future.

By utilizing these strategies and techniques, software engineers can establish robust testing and debugging workflows, resulting in higher-quality software products.

User Experience (UX) Design

When it comes to software development, considering the user experience (UX) is paramount. User-centered design principles play a crucial role in creating software that not only functions well but also meets the needs and expectations of its users.

Incorporating user feedback throughout the development process is essential to ensure usability and enhance the overall user experience. By actively involving users in the design process, software engineers can gain valuable insights and make informed decisions that prioritize user needs and preferences.

User-centered design encompasses various aspects, including intuitive navigation, clear and concise content presentation, and responsive interfaces. By focusing on these elements, software engineers can create user-friendly applications that are easy to navigate and understand.

“Good design is good business,” as IBM’s Thomas J. Watson Jr. once said, and this holds true for software engineering as well. A well-designed user experience not only enhances usability but also leads to increased user satisfaction, engagement, and brand loyalty.

“Websites promote you 24/7: No employee will do that.”

― Paul Cookson

By incorporating user feedback and continuously evaluating and improving usability, software engineers can create applications that truly meet the needs and expectations of their users. In today’s technology-driven world, user experience design plays a pivotal role in the success of software products and services.

Benefits of User-Centered Design Importance in Software Development
1. Improved usability and user satisfaction 1. Enhanced user experience
2. Increased customer loyalty and brand recognition 2. Better product-market fit
3. Reduced training and support costs 3. Lower customer churn rates
4. Higher conversion rates and user engagement 4. Competitive advantage in the market

Version Control and Collaboration Tools

Version control systems and collaboration platforms play a crucial role in modern software engineering, enabling efficient teamwork, streamlined code management, and organized project collaboration. One of the most widely used version control systems is Git, a powerful tool that allows developers to track changes to their codebase, collaborate seamlessly, and manage code branches. Git provides a distributed architecture, making it easier for multiple developers to work on the same project simultaneously, ensuring code integrity and reducing conflicts.

Collaboration platforms, on the other hand, provide software engineers with a centralized platform for communication, file sharing, and project management. These platforms facilitate collaboration among team members, providing features like real-time messaging, task assignment, and progress tracking. Some popular collaboration platforms used in software engineering include Jira, Trello, and Asana. These tools enhance teamwork, promote transparency, and improve overall project organization.

“Version control systems like Git and collaboration platforms have revolutionized the way software engineers work. They enable seamless collaboration, efficient code management, and project organization, ultimately improving productivity and code quality.”

Benefits of Version Control Systems and Collaboration Platforms

Using version control systems and collaboration platforms offers numerous benefits to software engineers and development teams:

  • Effective Code Management: Version control systems like Git allow developers to track changes to their codebase, ensuring easy rollback to previous versions, identifying and fixing bugs, and facilitating the integration of new features.
  • Collaborative Development: With collaboration platforms, software engineers can work together on the same project, easily sharing code, providing feedback, and resolving conflicts in real-time.
  • Enhanced Project Organization: Collaboration platforms provide centralized dashboards for project management, enabling teams to track progress, allocate tasks, and ensure efficient project delivery.
  • Improved Code Quality: Version control systems and collaboration platforms promote code review and knowledge sharing, leading to better code quality, reduced errors, and improved software reliability.

To illustrate the benefits of version control systems and collaboration platforms, let’s take a look at a comparison table:

Version Control Systems Collaboration Platforms
Better Code Collaboration
Code Change Tracking
Branching and Merging
Real-time Communication
Task Assignment and Tracking
Progress Visualization


In today’s rapidly evolving digital landscape, cybersecurity has become a paramount concern for software engineers. With an increasing number of cyber threats and data breaches, the need for robust security protocols, data protection measures, and ethical hacking practices has never been more crucial.

Effective data protection is essential to safeguard sensitive information from unauthorized access and potential breaches. Software engineers must employ advanced encryption techniques, secure authentication mechanisms, and implement strict access controls to ensure the confidentiality, integrity, and availability of data.

Ethical hacking, also known as penetration testing, plays a vital role in identifying vulnerabilities and weaknesses in software systems. By simulating real-world attacks, ethical hackers assess the security posture of applications and networks and assist in the development of effective countermeasures.

“Ethical hacking is an indispensable practice that allows software engineers to proactively identify security flaws and enhance the overall resilience of software systems.”

John Richards, Cybersecurity Expert

Software engineers should also stay abreast of the latest security protocols and best practices in order to mitigate risks and protect against emerging threats. This includes implementing secure coding practices, conducting routine security assessments, and being knowledgeable about current trends in the cybersecurity landscape.

Key Concepts in Cybersecurity

  • Data Protection: Implementing encryption, access controls, and secure authentication mechanisms.
  • Ethical Hacking: Conducting penetration testing to identify vulnerabilities.
  • Security Protocols: Staying updated with the latest security standards and best practices.
Concept Importance
Data Protection Crucial in safeguarding sensitive information and preventing data breaches.
Ethical Hacking Essential for identifying and fixing security vulnerabilities.
Security Protocols Ensure the adoption of industry-standard security measures.

Cloud Computing

Cloud computing has become an integral part of modern software engineering, revolutionizing how businesses store, manage, and process their data. With the ability to leverage virtual resources and scale infrastructure on demand, cloud architecture offers unparalleled flexibility and cost-effectiveness.

One of the key advantages of cloud computing is its scalability. Instead of relying on physical hardware, cloud-based solutions enable software engineers to dynamically allocate computing resources based on demand. This scalability ensures that applications can handle sudden spikes in user traffic without compromising performance or user experience.

Virtualization technologies play a crucial role in cloud computing. By abstracting physical hardware and creating virtual machines, software engineers can optimize resource utilization, leading to improved efficiency and reduced costs. Virtualization also enhances security by isolating applications and data, minimizing the risk of unauthorized access or data breaches.

Furthermore, cloud computing offers a wide array of services and tools that streamline software development and deployment processes. From cloud-based development environments to automated testing and continuous integration and deployment (CI/CD) pipelines, cloud architecture enables agile methodologies and accelerates time-to-market for software products.

In summary, cloud computing has transformed the software engineering landscape by providing scalable, flexible, and cost-efficient solutions. By leveraging cloud architecture, harnessing the power of virtualization, and utilizing cloud-based services, software engineers can build robust and scalable applications to meet the demands of today’s rapidly evolving technology ecosystem.

Data Management and Analytics

In today’s data-driven world, data management and analytics skills are essential for software engineers to effectively harness the power of big data. Proficiency in data manipulation and data analytics techniques allows engineers to extract valuable insights and make informed decisions to drive business growth and innovation.

Data Manipulation

Data manipulation is the process of transforming and reorganizing raw data into a structured format that can be easily analyzed. Software engineers proficient in data manipulation techniques can efficiently clean, filter, merge, and transform data, ensuring its accuracy and consistency. They have the expertise to work with different types of data sources, including databases, APIs, and files, employing tools and programming languages such as SQL, Python, and R.

Data Analytics

Data analytics involves applying statistical and mathematical techniques to interpret and analyze large volumes of data. Software engineers skilled in data analytics can uncover meaningful patterns, trends, and relationships within complex datasets, enabling organizations to make data-driven decisions. They utilize tools like Tableau, Power BI, or Excel to visually present data insights, facilitating easy understanding and effective communication.

Managing Big Data

The exponential growth of data has led to the emergence of big data, which refers to extremely large and complex datasets. Software engineers well-versed in managing big data have the knowledge and expertise to handle and process these vast amounts of information. They are familiar with distributed computing frameworks like Hadoop and Apache Spark, which enable processing and analysis of big data across clusters of machines, ensuring scalability and performance.

“Data management and analytics skills are indispensable for software engineers in today’s digital landscape. By effectively manipulating and analyzing data, engineers can uncover valuable insights, driving innovation and strategic decision-making.”

Data Management and Analytics Skills for Software Engineers Benefits
Proficiency in data manipulation techniques Ensures accurate and consistent data for analysis
Expertise in data analytics Unveils meaningful patterns and trends within datasets
Knowledge of managing big data Enables processing and analysis of large and complex datasets


Throughout this article, we have explored the top skills that are essential for modern software engineers to thrive in today’s dynamic technology landscape. These skills not only empower software engineers to navigate the ever-evolving tech industry but also enable them to contribute significantly to their organizations and deliver exceptional results.

Technical proficiency is the cornerstone of a software engineer’s skill set. Whether it’s mastering programming languages or having a deep understanding of software development principles, a strong technical foundation is crucial for success.

However, technical skills alone are not enough. Software engineers must possess strong problem-solving abilities, emphasizing analytical thinking, creative problem-solving techniques, and logical reasoning. This enables them to tackle complex challenges and find innovative solutions.

In addition, software engineers must continuously learn and adapt to new technologies, tools, and industry trends. In today’s fast-paced tech landscape, adaptability and lifelong learning are essential to stay relevant and deliver high-quality results.

Collaboration and communication skills are equally important. The ability to work effectively with others, convey ideas clearly, and collaborate within multidisciplinary teams ensures that software engineers can effectively contribute to projects and produce impactful results.

Embracing agile development methodologies, focusing on efficient testing and debugging, and considering user experience design are also critical skills for software engineers. These skills contribute to the delivery of high-quality software that meets user expectations and delivers an exceptional user experience.

Moreover, familiarity with version control systems like Git and collaboration tools is vital for effective teamwork and code management. Additionally, understanding cybersecurity principles, cloud computing, and data management enables software engineers to build secure, scalable, and efficient software systems.

In summary, modern software engineers need a diverse set of skills to excel in today’s tech landscape. By harnessing their technical proficiency, problem-solving abilities, adaptability, collaboration skills, and knowledge of essential technologies, software engineers can thrive and make a significant impact in the rapidly evolving technology industry.


What are the top skills every modern software engineer needs?

The top skills every modern software engineer needs include technical proficiency, problem-solving abilities, continuous learning, collaboration and communication skills, familiarity with agile development methodologies, expertise in testing and debugging, knowledge of user experience (UX) design principles, proficiency in version control and collaboration tools, an understanding of cybersecurity concepts, familiarity with cloud computing, and data management and analytics skills.

Why is technical proficiency important for software engineers?

Technical proficiency is important for software engineers because it forms the foundation for their work. It includes skills in programming languages, software development principles, and other technical abilities necessary for building and maintaining software systems.

What is the significance of problem-solving skills in software engineering?

Problem-solving skills are crucial for software engineers as they enable them to analyze complex issues, think critically, and develop creative solutions. These skills involve analytical thinking, creative problem-solving techniques, and logical reasoning.

Why is continuous learning important for software engineers?

Continuous learning is important for software engineers because the technology industry is constantly evolving. By staying updated and adapting to new technologies, tools, and industry trends, software engineers can remain effective and valuable in the ever-changing tech landscape.

How does collaboration and communication play a role in software engineering?

Collaboration and communication skills are vital for software engineers as they often work as part of a team. Effective teamwork and clear communication help in coordinating efforts, sharing ideas, and conveying concepts and requirements accurately.

What does agile development involve?

Agile development is an approach that focuses on flexibility, iterative improvements, and adaptability. It involves breaking down projects into smaller, manageable tasks, regularly obtaining feedback from stakeholders, and continuously improving the software.

Why is testing and debugging important for software engineering?

Thorough testing and efficient debugging are essential in software engineering to ensure the reliability, functionality, and quality of software systems. These processes help identify and fix bugs, errors, and vulnerabilities before deployment.

How does user experience (UX) design impact software engineering?

User experience (UX) design focuses on creating software that is user-friendly and meets the needs of the end-users. Considering UX during software development improves usability, incorporates user feedback, and enhances overall user satisfaction.

What role do version control and collaboration tools play in software engineering?

Version control systems like Git and collaboration tools are essential for efficient teamwork, code management, and project organization. They enable software engineers to track changes, collaborate seamlessly, and manage different versions of their code.

Why is cybersecurity important for software engineers?

Cybersecurity is crucial in software engineering to protect data, systems, and users from malicious attacks. Software engineers need to implement robust security protocols, understand ethical hacking techniques, and ensure data protection.

How does cloud computing affect software engineering?

Cloud computing plays a significant role in modern software engineering by providing scalable resources, convenient storage, and computing capabilities. Software engineers need to understand cloud architecture, utilize virtualization technologies, and leverage the benefits of the cloud.

What is the importance of data management and analytics in software engineering?

Data management and analytics skills are critical for software engineers as they involve handling and analyzing vast amounts of data. Proficiency in data manipulation, data analytics techniques, and knowledge of managing big data are essential in today’s data-driven software development.

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Deepak Vishwakarma


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