From Amazon Fulfilment to Data Science: Usman’s Journey Into Tech

In this Success Story
Balancing Work, Study and Ambition
While completing a master’s degree in Data Science and Artificial Intelligence, Usman Shoukat was also working part-time at Amazon. Determined to strengthen his technical skills, he enrolled in ITOL Recruit’s Coding Job Programme to support his long-term career ambitions.
He started the course with minimal experience in coding but a clear motivation to succeed.
A Structured Learning Path That Worked
Usman appreciated how the course was designed to build skills in a logical order. He progressed through:
- HTML
- CSS
- JavaScript
- C#
- Python
- Microsoft Azure
This step-by-step approach gave him a strong foundation in both front-end and back-end development tools, crucial for working in modern tech environments.
Mentorship and Accountability
Throughout the programme, Usman received consistent support from his tutor, Rayan. Regular check-ins and mentoring helped him stay on track with his learning goals and ensured that he maintained steady progress.
This support proved essential, especially while balancing work and postgraduate studies.
Recruitment Support That Made a Difference
Once he completed his technical training, Usman entered the recruitment phase, supported by Gregory from the ITOL Recruit team. Gregory helped him:
- Redesign his CV
- Optimise his LinkedIn profile
- Write tailored cover letters
- Prepare through mock interviews
These practical steps gave Usman the edge he needed to stand out in a competitive market.
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Hired as a Data Scientist
Usman received three job offers and ultimately accepted a role as a Data Scientist at Marks & Spencer — marking a significant shift from his previous role as an Amazon Fulfilment Associate.
His success reflects the power of combining targeted learning with hands-on recruitment support.
Usman’s Advice to Future Career Changers
Usman now recommends ITOL Recruit to colleagues at Amazon and others looking to transition into tech. His journey shows what is possible when you pair structured training with real commitment.
Ready to move into a data science career?
Explore our Coding Job Programme and start building your future in tech.
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Why choose us?
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- 1-on-1 Support From Tutors, Mentors and Career Coaches
- Hands-On Experience That Builds Your CV
- Practical, Focused, and Designed To Fast-Track Your Career
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