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Regression Testing for Network Quality

Network demands have grown increasingly complex in recent years. For example, people’s reliance on smartphones for everything from navigation to mobile banking means that networks must be more robust and secure than ever. Meanwhile, the proliferation of IoT-enabled devices has introduced new protocols and device configurations.

As a result, regression testing has become more time consuming and expensive. But it has also become all the more critical for ensuring consistent network quality; accelerated changes mean more patches and updates that can introduce bugs or negatively impact network performance. Indeed, regression testing can eventually come to include thousands of individual user-interface (UI) tests that must be run in cascading sequences.

Choose Regression Test Cases Wisely

Increased network complexity directly correlates with increased feature test cases. All too often, telcos will simply dump all these feature test cases into their regression test case suite, leading to a totally unmanageable number of regression test cases–and to engineers’ testing only critical features.

Instead, the team should select regression test cases based on a strict set of guidelines to streamline the process while addressing full functionality. Appropriate test cases fall into five categories:

  • Failure test cases: Choose enough unique failure test scenarios to ensure network robustness. A good rule here is to choose test cases that are error-prone and tend to fail after even the smallest updates.
  • Integration test cases: These should all be included because they cover multiple functionalities and therefore eliminate the need for simple functionality cases.
  • Complex test cases: All of these should be tested since one complex test case can cover multiple functionalities.
  • Boundary value test cases: To test for vulnerabilities to errors introduced by external systems, all boundary value test cases should be part of regression testing.
  • Successful test cases: To eliminate multiple tests of the same functionality, include only a representative sample of successful test cases, rather than all of them.

Note that the primary goal of this exercise is to eliminate redundancies. For example, it is unnecessary to run a test on call origination functionality if there’s a second test case for mobile call handoffs; this second test will also fail if call origination isn’t functional.

Meanwhile it’s also important to systematically remove obsolete test cases, which can accumulate quickly in today’s fast-paced technological environment. Each time new feature test cases are added, take the time to remove those that are no long relevant or that are covered by a newly added test. Obsolete cases also include those that are specific to bugs or failures that have already been resolved.

Introduce Automation to Further Reduce Effort

Regression testing requires significant time and effort. Errors are often made during set-up and configuration, requiring QA and rework. And testers may have limited knowledge of the process, slowing the process. However, multiple steps of regression testing can be automated, dramatically reducing the time and cost of the process:

  • Regression test setup
  • Test case execution
  • Test result verification

Additionally, automated regression testing allows batched execution, that is, multiple tests can be conducted simultaneously, instead of one at a time. Regression testing can also be scheduled to occur outside regular office hours, with no manual intervention required.

Learn More About Test Automation

Click below to see how SEGRON’s ATF can help you automate testing.

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Senior SaaS System Administrator

Technical Skills :
  • Oversee the sysadmin related tasks in our SaaS infrastructure (partially cloud based, partially bare metal)
  • Daily operation and maintenance of the system
  • Analysing and resolving incidents
  • Follow and help improving the incident and change management procedures
  • Design procedures for system troubleshooting and maintenance
  • Incorporating base OS updates and security patches
  • Ensure that systems are safe and secure against cybersecurity threats by raising change requests where potential threat is possible
  • Performing SW updates for the Segron SaaS SW stack (distributed architecture with clusters)
  • Configuring solutions like reverse proxy, firewalls, etc.
  • Building tools to automate procedures & reduce occurrences of errors and improve customer experience
  • Tutoring & coaching newcomers & less senior experts in the team
  • Interworking with the architects and IT admins of Segron to have the SaaS procedures inline with the Segron processes
Non-technical skills:
  • We are looking for a self-motivated, self-improving individual with a highly independent mindset and open and straightforward technical communication to help us to improve and maintain our cloud infrastructure of our powerful end-to-end testing solution ATF (Automated Testing Framework)
  • 3+ years hands-on experience with operation and monitoring of cloud / linux systems
  • 3+ years of hands-on experience with network devops elements: configuring routers, switches, networks
  • Hands-on experience with running live systems with infrastructure as a code mode of operation
  • Specific knowledge which brings direct advantage: Docker, Docker Compose, Grafana, Prometheus, Ansible, Debian Linux OS administration, Security
  • Experience in building and maintaining distributed systems (incl. redundancy, resiliency, load-balancing) is welcome
  • Excellent knowledge of English
Location :
  • Place of work: Bratislava (partially home office possible)
  • Rate: from 30 EUR/hour (possible higher rate, depends on experience)
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CI/CD Senior Developer

Technical Skills :
  • A senior role with a proven expertise in software development, cloud computing, DevOps, and CI/CD
  • Experience in planning, designing, and overseeing the CI/CD strategy and architecture on the level of organization
  • Ability to tailor testing strategies which define and follow the best practices, standards, and policies for the software delivery process
  • Hands-on experience in creating and managing CI/CD pipelines and workflows (PaaC)
  • Ability to evaluate and recommend the best tools, technologies, and methodologies for the CI/CD implementation
  • Prior hands-on experience working with different CI/CD toolsets (Jenkins, Bitbucket, GitLab, artifactory, Ansible ..)
  • Proficient with DevOps tools API automation capabilities
  • Proficient with Atlassian Tools (BitBucket, Jira, Confluence) and agile SW development methodologies
  • Familiar with cloud patterns and best practices
  • Familiar with web performance best practices
  • Comfortable working in cloud DevOps ecosystem
  • Comfortable working with Linux platforms
  • Initial working experience in SW development is an advantage.
Non-technical skills:
  • Effective communication with technical as well and business stakeholders
  • Self-motivating, self-improving mindset
  • Ownership of relevant industry certificates is a plus
Location :
  • Location: Bratislava, Slovakia (with hybrid flexibility)
  • Rate: from 30 EUR/hour (possible higher rate, depends on experience)
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Test Automation Engineer

Job description, responsibilities:

  • ATF system configuration, integration, operations & maintenance in customer environments.
  • Building tools to automate procedures & reduce occurrences of errors and improve customer experience.
  • Hardware Verification, Testing and Preparation within the Staging Process.
  • Contribution to customer and service partner technical support across multiple accounts by sufficiently managing priorities and deadlines for own work.
  • Segron Laboratory equipment configuration and maintenance support.
  • Hardware order and logistics support.
  • Problem analysis of ATF issues, troubleshooting and fault correction.
  • Interface towards SEGRON Development Team in case of product or software issues.
  • Interface towards the SEGRON Technical Sales Team to support planned activities.
  • System and Integration documentation and guidelines.
  • Perform root cause analysis for production errors.
  • Deployment of software updates and fixes.
  • Ability to work in a team environment serving multiple global customers.
  • Willing to travel for 3-5 days onsite deployments
Requirements/ Skills:
  • Excellent knowledge of English
  • Operating Systems: Linux, Windows, MacOS
  • Good Knowledge of Containers and Virtual Machines
  • Telco experience welcome
  • Python or other scripting experience or knowledge preferable
  • Educational Qualification: Computer Science/Engineering or work experience equivalent
  • Work Experience: 3-4 years preferred

Others:

  • Full time job (employment)
  • 3 days onsite, 2 days home office
  • Offered salary: from 1800 Euro (depends on seniority and skills level)
  • Variety of financial benefits
  • Place of work: Bratislava
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Senior Python Developer

Technical Skills :

  • A solid, experienced SW developer with at least 10 years of experience in active SW development in different programming paradigms
  • Minimum 5 years of professional Python development experience
  • Master or college degree from Computer Science, Mathematics or STEM domain
  • Well educated in design and programming patterns that increase software’s efficiency and readability.
  • Very good analytical and problem solving skills.
  • At least three skills out of the following 4 skills are requested:
    • Microservices based architectures (Docker containers)
    • Linux
    • Ansible
    • Robot  Framework
  • Comfortable with sysadmin and DevOps skills (Ansible, YML files, Network Programming, IP protocols, designing and developing proxy servers for different protocols – example: streaming, integrating and compiling third party libraries on Linux (Debian))
  • Proficient with Atlassian Tools (BitBucket, Jira, Confluence) thorough understanding of Git and version control best practices
  • Familiar with cloud patterns and best practices
  • Familiar with web performance best practices

Non-technical skills:

  • Ability to work under pressure
  • Ability to abstract and explain your work
  • Strong understanding of Agile development process and experience working in an agile team
  • Strong communication skills with both technical and non-technical stakeholders
Location :
  • Bratislava, Slovakia (with hybrid flexibility)
  • Rate: from 35 EUR/hour (possible higher rate, but depends on experience)
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