21 - Female Full Stack Engineer – Angular, Node.js, PHP & AI/ML

<p><strong>Role Overview</strong></p><p>We are looking for a Full Stack Engineer to work across frontend, backend, APIs, databases, data workflows, and AI/ML-enabled features. You will help build and maintain systems that process data from raw inputs into structured, reviewed, and decision-ready insights.</p><p>We are actively seeking female candidates for this role.</p><p></p><p><strong>Key Responsibilities</strong></p><p><em>Full Stack Development</em></p><ul><li><p>Develop and maintain responsive frontend interfaces using Angular</p></li><li><p>Build reusable components, services, and modules supporting dashboards, review workflows, and partner-facing features</p></li><li><p>Design, build, and maintain backend services and RESTful APIs</p></li><li><p>Work with relational databases to support structured data storage, filtering, reporting, and analytics</p></li><li><p>Debug issues across frontend, backend, APIs, databases, background jobs, and deployment environments</p></li></ul><p><em>Data Workflows</em></p><ul><li><p>Build and improve workflows for ingesting and processing data from multiple input channels</p></li><li><p>Support data processing pipelines that transform raw submissions into structured records</p></li><li><p>Implement metadata capture, validation rules, status tracking, review queues, and audit trails</p></li><li><p>Support dashboards for viewing, filtering, analysing, and exporting data</p></li></ul><p><em>AI/ML Integration</em></p><ul><li><p>Integrate AI and machine learning outputs into workflows, including classification, tagging, summarisation, clustering, and signal detection</p></li><li><p>Support model inference pipelines through APIs, backend services, or batch processing</p></li><li><p>Work with confidence scores, model outputs, error handling, fallback rules, and human review processes</p></li><li><p>Support preparation of datasets for model fine-tuning — cleaning, labelling, formatting, and quality checks</p></li><li><p>Build human-in-the-loop workflows ensuring sensitive or uncertain AI outputs are reviewed before reaching end users</p></li></ul><p><strong>Qualifications</strong></p><ul><li><p>5+ years of professional full-stack development experience</p></li><li><p>Experience with Angular for frontend development</p></li><li><p>Experience with PHP and frameworks like Laravel or Symfony</p></li><li><p>Experience with Node.js for building APIs and microservices</p></li><li><p>Experience with AI/ML integration — model outputs, inference pipelines, or dataset preparation</p></li><li><p>Strong experience with relational databases (MySQL/PostgreSQL)</p></li><li><p>Experience building dashboards, admin tools, or data-driven web applications</p></li><li><p>Experience with Git</p></li><li><p>Knowledge of Docker, Kubernetes, or similar containerisation technologies is a plus</p></li><li><p>Experience with GIS, preferably Leaflet, is a plus</p></li></ul>

Back to blog

Common Interview Questions And Answers

1. HOW DO YOU PLAN YOUR DAY?

This is what this question poses: When do you focus and start working seriously? What are the hours you work optimally? Are you a night owl? A morning bird? Remote teams can be made up of people working on different shifts and around the world, so you won't necessarily be stuck in the 9-5 schedule if it's not for you...

2. HOW DO YOU USE THE DIFFERENT COMMUNICATION TOOLS IN DIFFERENT SITUATIONS?

When you're working on a remote team, there's no way to chat in the hallway between meetings or catch up on the latest project during an office carpool. Therefore, virtual communication will be absolutely essential to get your work done...

3. WHAT IS "WORKING REMOTE" REALLY FOR YOU?

Many people want to work remotely because of the flexibility it allows. You can work anywhere and at any time of the day...

4. WHAT DO YOU NEED IN YOUR PHYSICAL WORKSPACE TO SUCCEED IN YOUR WORK?

With this question, companies are looking to see what equipment they may need to provide you with and to verify how aware you are of what remote working could mean for you physically and logistically...

5. HOW DO YOU PROCESS INFORMATION?

Several years ago, I was working in a team to plan a big event. My supervisor made us all work as a team before the big day. One of our activities has been to find out how each of us processes information...

6. HOW DO YOU MANAGE THE CALENDAR AND THE PROGRAM? WHICH APPLICATIONS / SYSTEM DO YOU USE?

Or you may receive even more specific questions, such as: What's on your calendar? Do you plan blocks of time to do certain types of work? Do you have an open calendar that everyone can see?...

7. HOW DO YOU ORGANIZE FILES, LINKS, AND TABS ON YOUR COMPUTER?

Just like your schedule, how you track files and other information is very important. After all, everything is digital!...

8. HOW TO PRIORITIZE WORK?

The day I watched Marie Forleo's film separating the important from the urgent, my life changed. Not all remote jobs start fast, but most of them are...

9. HOW DO YOU PREPARE FOR A MEETING AND PREPARE A MEETING? WHAT DO YOU SEE HAPPENING DURING THE MEETING?

Just as communication is essential when working remotely, so is organization. Because you won't have those opportunities in the elevator or a casual conversation in the lunchroom, you should take advantage of the little time you have in a video or phone conference...

10. HOW DO YOU USE TECHNOLOGY ON A DAILY BASIS, IN YOUR WORK AND FOR YOUR PLEASURE?

This is a great question because it shows your comfort level with technology, which is very important for a remote worker because you will be working with technology over time...