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📱 Meta plans to replace 90% of human risk assessors with AI

Meta’s push to swap humans for algorithms is raising eyebrows across the corporate world. According to internal documents, up to 90% of tasks related to privacy and societal risk assessments, once the domain of humans, could soon be automated by AI.

Meta says human oversight will still matter for complex issues, but the company’s shift signals how even sensitive work is now within AI’s reach. Other big names like Klarna, Salesforce, and Duolingo are also rethinking roles in favor of technology, and the future of work is already changing fast.

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MOZAMBIQUE🇲🇿

Senior Quality Operations Specialist

Organization: CB&I
Location: Pemba, Mozambique
Employment Type: Full Time

Apply Here:
https://careers.cbi.com/careers-about/jobs/2496

WhatsApp Channel👇
https://whatsapp.com/channel/0029VbAqbkw6hENvEJZLl22d

Telegram Channel👇
https://t.me/jobsourceglobal

Somewhere in San Francisco 👀

🚀 Backend Developer Roadmap 🚀

1. Foundation: 📚 Learn fundamental programming concepts such as variables, data types, and control flow. Master a programming language like Python, Java, or JavaScript.

2. Database Management: 🛢 Understand database systems like SQL and NoSQL. Learn about relational databases (e.g., MySQL, PostgreSQL) and non-relational databases (e.g., MongoDB, Redis).

3. API Development: 🌐 Explore RESTful API principles and design patterns. Learn how to create, test, and document APIs using frameworks like Flask (Python), Spring Boot (Java), or Express (JavaScript).

4. Authentication & Authorization: 🔒 Dive into authentication methods like JWT (JSON Web Tokens) and OAuth. Understand authorization mechanisms to control access to resources securely.

5. Server-Side Frameworks: 🛠 Get hands-on experience with backend frameworks such as Django (Python), Spring (Java), or Express (JavaScript). Learn how to build robust, scalable web applications.

6. Middleware & Caching: 🔄 Explore middleware concepts for request processing and handling. Implement caching strategies using tools like Redis to improve performance.

7. Testing & Debugging: 🐞 Master unit testing, integration testing, and end-to-end testing techniques. Use debugging tools and practices to identify and resolve issues effectively.

8. Security Best Practices: 🛡 Learn about common security threats and how to mitigate them. Implement security measures such as input validation, encryption, and secure communication protocols.

9. Containerization & Deployment: 🚢 Familiarize yourself with containerization technologies like Docker and container orchestration platforms like Kubernetes. Learn how to deploy and manage applications in production environments.

10. Monitoring & Logging: 📊 Understand the importance of monitoring and logging for application health and performance. Explore tools like Prometheus, Grafana, and ELK stack for monitoring and log management.

11. Scalability & Performance Optimization: ⚙️ Learn techniques for scaling backend systems to handle increased loads. Optimize performance through efficient algorithms, caching, and database optimization.

12. Continuous Integration & Deployment (CI/CD): 🔄🚀 Implement CI/CD pipelines to automate testing, building, and deployment processes. Utilize tools like Jenkins, GitLab CI, or GitHub Actions for seamless integration and deployment.

13. Version Control: 📝 Embrace version control systems like Git for managing code changes and collaboration. Learn branching strategies and best practices for efficient team development.

14. Documentation: 📄 Document your code, APIs, and system architecture effectively. Clear documentation improves understanding, maintenance, and collaboration among team members.

15. Stay Updated: 📰 Keep abreast of new technologies, frameworks, and best practices in backend development. Engage with the community, attend conferences, and participate in online forums to stay current.

20 Free APIs for Developers: https://t.me/webdevresourcestp/126

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REMOTE

Remote iOS Developer Job at Chess .com

Preferred Skills:
* Swift, Objective-C
* SwiftUI, UIKit
* Swift packages and modularization
* Unit testing, UI testing, Snapshot testing
* Continuous integration, Xcode Cloud
among others

Apply Here:
https://kenyatrends.co.ke/9qf2
Global Tech Jobs Here👇
https://t.me/jobsourceglobal

SHARE WITH YOUR FRIENDS🥳🥳

🇰🇷🇺🇸 Samsung wants to ditch Google and make AI cooler

Samsung’s in talks to team up with Perplexity to boost its phones with smarter AI search tools and assistants. They might preload Perplexity on new Galaxy phones, build it into the Samsung browser, and even upgrade Bixby so it stops being the weird cousin of Siri.

Samsung could invest big (like half-a-billion-dollars big) and make Perplexity the default assistant on the Galaxy S26 by 2026. It’s all part of Samsung’s plan to rely less on Google and maybe out-AI Apple before Apple can even blink.

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3 Data Science Free courses by Microsoft🔥🔥

1. AI For Beginners - https://microsoft.github.io/AI-For-Beginners/

2. ML For Beginners - https://microsoft.github.io/ML-For-Beginners/#/

3. Data Science For Beginners - https://github.com/microsoft/Data-Science-For-Beginners

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WhatsApp is no longer a platform just for chat.

It's an educational goldmine.

I have curated the list of best WhatsApp channels to learn coding & data science for FREE

Free Courses with Certificates by Industry experts, companies, universities and platforms.
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Technology Updates and Learning Resources(All Programming & Tech Skills in One)
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Remote Jobs
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Cyber Security: Ethical Hacking, Bug Bounty, Pentesting .....
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Blockchain: Web 3, Crypto, Finance, Business, Growth
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Global Jobs (All Countries)
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ENJOY LEARNING 👍👍

⭐️Free Node.js resources⭐️

https://docs.microsoft.com/en-us/shows/beginners-series-to-nodejs/?languages=nodejs

https://www.youtube.com/playlist?list=PLTjRvDozrdlydy3uUBWZlLUTNpJSGGCEm

https://t.me/javascriptresourcestp/529

https://fullstackopen.com/en/part3/node_js_and_express

https://www.tutlane.com/tutorial/nodejs

More Resources on this WhatsApp Channel
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Confused about which field to dive into—Front-End Development (FE), Back-End Development (BE), Machine Learning (ML), or Blockchain?

Here's a concise breakdown of each, designed to clarify your options:

Front-End Development (FE)
Key Skills:
- HTML/CSS: Fundamental for creating the structure and style of web pages.
- JavaScript: Essential for adding interactivity and functionality to websites.
- Frameworks/Libraries: React, Angular, or Vue.js for efficient and scalable front-end development.
- Responsive Design: Ensuring websites look good on all devices.
- Version Control: Git for managing code changes and collaboration.

Career Prospects:
- Web Developer
- UI/UX Designer
- Front-End Engineer

Back-End Development (BE)
Key Skills:
- Programming Languages: Python, Java, Ruby, Node.js, or PHP for server-side logic.
- Databases: SQL (MySQL, PostgreSQL) and NoSQL (MongoDB) for data management.
- APIs: RESTful and GraphQL for communication between front-end and back-end.
- Server Management: Understanding of server, network, and hosting environments.
- Security: Knowledge of authentication, authorization, and data protection.

Career Prospects:
- Back-End Developer
- Full-Stack Developer
- Database Administrator

Machine Learning (ML)
Key Skills:
- Programming Languages: Python and R are widely used in ML.
- Mathematics: Statistics, linear algebra, and calculus for understanding ML algorithms.
- Libraries/Frameworks: TensorFlow, PyTorch, Scikit-Learn for building ML models.
- Data Handling: Pandas, NumPy for data manipulation and preprocessing.
- Model Evaluation: Techniques for assessing model performance.

Career Prospects:
- Data Scientist
- Machine Learning Engineer
- AI Researcher

Blockchain
Key Skills:
- Cryptography: Understanding of encryption and security principles.
- Blockchain Platforms: Ethereum, Hyperledger, Binance Smart Chain for building decentralized applications.
- Smart Contracts: Solidity for developing smart contracts.
- Distributed Systems: Knowledge of peer-to-peer networks and consensus algorithms.
- Blockchain Tools: Truffle, Ganache, Metamask for development and testing.

Career Prospects:
- Blockchain Developer
- Smart Contract Developer
- Crypto Analyst

Decision Criteria
1. Interest: Choose an area you are genuinely interested in.
2. Market Demand: Research the current job market to see which skills are in demand.
3. Career Goals: Consider your long-term career aspirations.
4. Learning Curve: Assess how much time and effort you can dedicate to learning new skills.

Each field offers unique opportunities and challenges, so weigh your options carefully based on your personal preferences and career objectives.

Here are some telegram channels to help you build your career 👇

Web Development
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Jobs & Internships
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Blockchain
https://t.me/cryptostract

Machine Learning
https://t.me/mlresourcestp

Artificial Intelligence
https://t.me/airesourcestp

Join https://t.me/techpsyche for more free resources.

ENJOY LEARNING 👍👍

More Resources Here
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Bret Taylor predicts AI agents will create the first trillion-dollar SaaS company

Unlike past tools that only improve productivity, these agents fully handle entire jobs. The value is clear — people will pay much more for full job automation than for small productivity boosts

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REMOTE

Remote AI Offense-Defense Dynamics Lead Researcher Job at Future Of Life Organizations

Renumeration: $125k-$200k per year

Experience in any of the following:
- Security mindset
- Security studies research
- Cybersecurity
- Safety engineering
- AI governance
- Operational risk management
- Systems dynamics modeling
- Network theory
- Complexity science
- Adversarial analysis
- Technical standards development
among others

Apply Here:
https://kenyatrends.co.ke/s8b5
Global Tech Jobs Here👇
https://t.me/jobsourceglobal

SHARE WITH YOUR FRIENDS🥳🥳

Top Libraries & Frameworks by Language 📚💻

❯ Python
• Pandas ➟ Data Analysis
• NumPy ➟ Math & Arrays
• Scikit-learn ➟ Machine Learning
• TensorFlow / PyTorch ➟ Deep Learning
• Flask / Django ➟ Web Development
• OpenCV ➟ Image Processing

❯ JavaScript / TypeScript
• React ➟ UI Development
• Vue ➟ Lightweight SPAs
• Angular ➟ Enterprise Apps
• Next.js ➟ Full-Stack Web
• Express ➟ Backend APIs
• Three.js ➟ 3D Web Graphics

❯ Java
• Spring Boot ➟ Microservices
• Hibernate ➟ ORM
• Apache Maven ➟ Build Automation
• Apache Kafka ➟ Real-Time Data

❯ C++
• Boost ➟ Utility Libraries
• Qt ➟ GUI Applications
• Unreal Engine ➟ Game Development

❯ C#
• .NET / ASP.NET ➟ Web Apps
• Unity ➟ Game Development
• Entity Framework ➟ ORM

❯ R
• ggplot2 ➟ Data Visualization
• dplyr ➟ Data Manipulation
• caret ➟ Machine Learning
• Shiny ➟ Interactive Dashboards

❯ PHP
• Laravel ➟ Full-Stack Web
• Symfony ➟ Web Framework
• PHPUnit ➟ Testing

❯ Go (Golang)
• Gin ➟ Web Framework
• Gorilla ➟ Web Toolkit
• GORM ➟ ORM for Go

❯ Rust
• Actix ➟ Web Framework
• Rocket ➟ Web Development
• Tokio ➟ Async Runtime

Cloud & DevOps Free Course: https://techurl.in/iucvS

Software Architectural Patterns: https://t.me/techpsyche/1376

Cookies vs Cache: https://t.me/techpsyche/1386

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Coding Resources: https://whatsapp.com/channel/0029VahGttK5a24AXAJDjm2R

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This channels are for Programmers, Coders, Software Engineers.

0️⃣ Python
1️⃣ Data Science
2️⃣ Machine Learning
3️⃣ Data Analysis & Visualization
4️⃣ Artificial Intelligence
5️⃣ Blockchain
6️⃣ Statistics
7️⃣ Deep Learning
8️⃣ Programming & Design
9️⃣ Cyber Security
🔟 Tech Jobs

👉 https://t.me/addlist/du5HOxSLF-NkMTFk

🟢 https://t.me/techpsyche

If you can spend 4 years getting a degree to do something you don’t care about, you can spend 1 year reeducating yourself to build your own thing. A lack of perspective is why most quit after 2 weeks.

🔆 t.me/techpsyche

For those who feel like they're not learning much and feeling demotivated. You should definitely read these lines from one of the book by Andrew Ng 👇

No one can cram everything they need to know over a weekend or even a month. Everyone I
know who’s great at machine learning is a lifelong learner. Given how quickly our field is changing,
there’s little choice but to keep learning if you want to keep up.
How can you maintain a steady pace of learning for years? If you can cultivate the habit of
learning a little bit every week, you can make significant progress with what feels like less effort.

Everyday it gets easier but you need to do it everyday

🔆 t.me/techpsyche

Ages of Operating Systems👨🏻‍💻😎

📂 Windows 11 (3 years old)
🪟 Windows 10 (8 years old)
🍎 macOS Yosemite (10 years old)
🐉 Kali Linux (11 years old)
💻 Windows 8 (12 years old)
🌐 Manjaro (11 years old)
💻 Windows 7 (14 years old)
🖥 Windows Vista (17 years old)
🌿 Linux Mint (18 years old)
🐧 Ubuntu (20 years old)
⚙️ Fedora (20 years old)
🔧 OpenSUSE (20 years old)
⚙️ CentOS (20 years old)
🐧 Arch Linux (22 years old)
🍏 macOS (22 years old)
💻 Windows XP (23 years old)
🖥 Windows 2000 (24 years old)
📱 Windows 98 (25 years old)
🌍 Windows 95 (28 years old)
💻 Windows 3.1 (29 years old)
🖥 OS/2 (32 years old)
🐧 Debian (31 years old)
🔴 Red Hat Linux (30 years old)
🎮 AmigaOS (34 years old)
🖥 Xenix (40 years old)
📀 VMS (44 years old)
💾 MS-DOS (42 years old)
💾 CP/M (49 years old)
🖥 Unix (54 years old)

Cloud & DevOps Free Course: https://techurl.in/iucvS

Software Architectural Patterns: https://t.me/techpsyche/1376

Top Libraries & Frameworks by Language: https://t.me/techpsyche/1442

Coding Resources: https://whatsapp.com/channel/0029VahGttK5a24AXAJDjm2R

React with ❤️ for more useful content

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