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AI Testing and Product Engineer Intern Review

at Rock River Research

Internship (1 Month+)

Artificial Intelligence (AI), Business Management, Business Operations

Aberdeen

Review Submitted: November 2025

Overall Rating

4.5 /5

The Overall Rating is the average of all the ratings given in each category. We take those individual ratings and combine them into one final score!

5/5 - Overview of Role
4.5/5 - Skills Development
5/5 - Support and Guidance
4.5/5 - Company Culture
4.5/5 - Overall Experience
3/5 - Future Career Prospects

Overview of Role

Please give an overview of your role and what this involves on a day-to-day basis.
In my role, I worked with Pearlify, an AI platform aimed at improving business efficiency. My day-to-day work varied throughout the week — I focused on developing an HR chatbot to automate employee queries, collaborated on creating AI use cases for the health and science sectors, and contributed to building automation workflows to streamline client proposal processes. I also attended two weekly team meetings to discuss progress, share feedback, and deepen my understanding of AI applications and product development.
Were you given much responsibility during your placement / internship?
The level of responsibility was similar to the rest of the team, as we all worked on shared tasks and contributed to project development. However, on presentation day, we were individually responsible for presenting our own findings and outcomes from the internship, which allowed us to take ownership of our work and showcase what we had learned
Please rate how meaningful the work you were doing was
5/5

Skills Development

Have you learnt any new skills, or developed your existing skills?
I developed key AI skills such as prompt engineering, LLM applications, task automation, and Retrieval-Augmented Generation (RAG). I also strengthened my abilities in market research, business analysis, and project management. The internship helped me discover new strengths in creating business use cases and adapting to remote collaboration, while also highlighting areas to improve, like presentation skills. These experiences have guided my goal of pursuing a career in AI product management, particularly in the healthcare sector.
How would you rate the training provided during your experience?
5/5
How would you rate your development of industry-specific skills during the experience?
5/5
How would you rate your development of personal / soft skills during the experience?
4/5
Please rate how these skills have helped you in your career development
4/5

Support and Guidance

How much support and guidance did you receive during your placement / internship?
I received a great deal of support and guidance throughout my internship. The team was very welcoming overall, and the Operations Manager was especially kind and inclusive toward me and my fellow Qatari intern, always responding promptly whenever we needed help. Our two supervisors were highly knowledgeable and actively engaged, even organizing additional webinars and workshops on AI and ML to help us build our skills. The rest of the team was also easy to get along with and maintained clear, professional communication, creating a positive and supportive environment to learn in.
How would you rate the support and guidance from your line manager?
5/5
How would you rate the support and guidance from the wider team?
5/5

Company Culture

What was the company culture and general atmosphere like?
The company culture was very open, lenient, and overall quite “chill.” The atmosphere encouraged learning rather than pressure, and the supervisors were very understanding of our level and the quality of work expected from us. Communication was easy and comfortable — we could openly discuss any issues or challenges we faced. This supportive and relaxed environment made it easier to focus on learning, collaborating, and developing our skills throughout the internship.
How would you rate the inclusiveness of the culture?
5/5
How would you rate the social opportunities?
5/5
How would you rate the diversity initiatives?
4/5
How would you rate the charity, sustainability and corporate social responsibility (CSR) initiatives?
4/5

Overall Experience

To what extent did you enjoy your placement / internship?
I really enjoyed my internship experience. The projects were engaging and gave me hands-on exposure to AI in real business contexts, making the work both interesting and meaningful. The team was supportive, friendly, and easy to work with, which created a positive and comfortable environment. Overall, it was a rewarding experience that not only helped me build valuable skills but also gave me clarity on the type of career path I want to pursue after graduation — particularly in AI product management.
Please rate your level of enjoyment on your placement / internship
4/5
Please rate how your experience met your expectations
5/5

Recommendations & Advice

Would you recommend Rock River Research to a friend?
Yes
What advice would you give to others applying to Rock River Research
I would advise others to be proactive, curious, and open to learning. The internship involves hands-on work with AI and business projects, so being willing to ask questions, seek feedback, and engage in team discussions will make the experience much more valuable. It also helps to be comfortable with remote collaboration and flexible with tasks, as the work can vary week to week. Most importantly, take full advantage of opportunities to attend workshops and learn from supervisors — it’s a great environment to build both technical and professional skills.

Future Career Prospects

Please rate the future employment prospects at Rock River Research
3/5
Did you receive an offer to return as a graduate?
No
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