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Overview

Get expert IT certification online training in GRC, Cloud, DevOps & cybersecurity with Thinkcloudly. Build in-demand skills & advance your IT career.

News

Blog 31 days ago
Which path is best in AWS Solutions Architect or Data Engineer
Ask a career counselor which is the smarter bet, and most will dodge the question. That's not helpful when you're the one picking a certification track this semester. The honest answer is that an AWS Solutions Architect or Data Engineer career isn't a com
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Blog 31 days ago
Cloud Practitioner or Solutions Architect: Which to Choose
Everyone starting out in cloud computing eventually hits the same fork in the road: should the first certification be the easy one that proves you understand the basics, or should you skip straight to the credential that actually gets you hired for design
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Blog 31 days ago
How Cloud Engineer Changed System Administration in 2027
Walk into almost any IT department today and ask someone who's been doing this for fifteen years what changed. They won't talk about a single product launch or a policy memo. They'll talk about watching their job quietly turn into a different job while th
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Blog 1 month ago
AWS Architect vs Cloud Engineer: Career Comparison
AWS Architect vs Cloud Engineer: Ask ten people in tech to define these two jobs, and you'll get ten different answers, and most will be wrong in some small but important way. The AWS Solutions Architect vs Cloud Engineer question sounds like a matter of
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Blog 1 month ago
AWS Cloud Migration Guide: From Strategy to Success
Most companies don't fail at AWS cloud migration because they picked the wrong tools. They fail because they treated migration like a single event-a weekend cutover-instead of a sequence of decisions that starts weeks before anything actually moves. By 20
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Blog 1 month ago
Choosing the Right Career Path in DevOps Engineer vs SRE
If you're a computer science student or an early-career IT professional scrolling through job boards right now, you've probably noticed two titles showing up in almost every listing: DevOps Engineer and Site Reliability Engineer. They sound similar, they
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Blog 1 month ago
Container Security Complete Guide for Protecting Applications
A few years ago, most teams treated containers the same way they treated virtual machines: spin one up, patch it occasionally, and trust the perimeter firewall to catch anything ugly. That approach doesn't survive contact with how modern applications actu
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Blog 1 month ago
7 Firewall Best Practices for Securing Your Network
Most networks don't get breached because a firewall failed. They get breached because a firewall was installed years ago and never revisited. Attackers don't need a zero-day when a perimeter still has a "temporary" rule from 2022 letting in traffic from a
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Blog 1 month ago
DDoS Attack Prevention Strategies for Businesses
Most businesses don't get taken offline because an attacker found some brilliant new exploit. They were taken offline because nobody was watching the traffic, the network had a single point of failure, and the DNS layer was left wide open like an unlocked
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Blog 1 month ago
8 Best Practices for Cryptographic Key Management
If you've ever built an application that touches passwords, payment details, or health records, you've already made a decision about cryptographic key management-you just might not have made it on purpose. Encryption itself has become almost trivial to im
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Tech stack

Technologies named in job postings at ThinkCloudly over the last 12 months, by layer, with the share of postings for each.
Technologies in use
12
Postings analysed
2
Stack modernity
80/100
Languages
Python
SQL
Frameworks & libraries
Keras
Matplotlib
NumPy
Pandas
Scikit-learn
TensorFlow
Developer tools
Git
Practices & domains
Machine Learning
AI Agents
NLP
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Growth

Hiring Momentum
28/100
Slowing
Open positions
4
0 opened / 0 closed in 30 days
Hiring Dynamics 0%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
HR
50% ▲
Education
25% ▲
Early Careers
25% ▲

Offices

Where the company hires and what each office is for
Cities
1
Hiring now
0
Countries
1
Toronto Canada
HQ
Canada Address
111-21 Iceboat Terr, Toronto, Ontario M5V4A9.
company site