Contextual Stacks improving
Explore career paths with contextual resources; community groups, private perks, & resources stacked to bootstrap your growth.
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Software Engineer
$115,092 / year
A Software Engineer designs, develops, and maintains software applications, ensuring functionality, reliability, and efficiency.
Bachelor's Degree
Machine Learning Scientist
$128,643 / year
A Machine Learning Scientist specializes in designing, developing, and applying algorithms to process and analyze data. They implement machine learning models to solve complex problems, improve automation, and contribute to artificial intelligence advancements.
Master's Degree
Data Architect
$130,110 / year
A Data Architect is an information technology professional responsible for designing, creating, managing, and optimizing an organization's data architecture to support data analysis, storage, and processing systems. They ensure data accessibility and integrity for efficient and accurate decision-making.
Bachelor's Degree
Data Reliability Engineer
$92,160 / year
A Data Reliability Engineer ensures the accuracy, integrity, and availability of data by designing and implementing robust data pipelines, monitoring systems, and error handling mechanisms.
Bachelor's Degree
Articles
Interviews, tips, industry best practices, and news.

Data Science
The Future of Data Science is No-Code: Here's Why
The Future of Data Science is No-Code: Here's Why
No-code data science functionalities allow users to build and deploy machine learning models without writing any code.
No-code data science functionalities allow users to build and deploy machine learning models without writing any code.

Machine Learning
Machine Learning Libraries for Every Programmer
Machine Learning Libraries for Every Programmer
Machine learning libraries are essential tools for machine learning practitioners.
Machine learning libraries are essential tools for machine learning practitioners.

Data Engineering
Data Engineering Jobs for Emerging Requirements
Data Engineering Jobs for Emerging Requirements
Data engineering has always been at the heart of technological advancement.
Data engineering has always been at the heart of technological advancement.

Privacy
Why Developers Need A VPN
A VPN is mainly used for security, but it should also be easy to use. Here's what you need to know to get started.
A VPN is mainly used for security, but it should also be easy to use. Here's what you need to know to get started.

Productivity
10 Best Tips for Making a Video Tutorial for Developers
There are a plethora of ways developers create tutorials, and we have collated the best tips in this guide.
There are a plethora of ways developers create tutorials, and we have collated the best tips in this guide.

Software Development
Key Reasons Why Companies Outsource Quality Assurance Services
Quality Assurance (QA) is crucial in any business, ensuring products or services meet the highest standards for optimal benefits.
Quality Assurance (QA) is crucial in any business, ensuring products or services meet the highest standards for optimal benefits.

Software Development
Hiring Angular Developers? Keep These Factors in Mind
There is a growing demand for Angular developers who possess proficiency in multiple programming languages and a diverse range of technical skills.
There is a growing demand for Angular developers who possess proficiency in multiple programming languages and a diverse range of technical skills.

Machine Learning
MLOps for Data Science: Why It Matters
MLOps involves various disciplines, including machine learning, data science, software engineering, cloud engineering, and DevOps
MLOps involves various disciplines, including machine learning, data science, software engineering, cloud engineering, and DevOps

Deep Learning
TensorFlow: Where's It Headed?
We also spoke to experienced ML researchers to gain insights into the role of TensorFlow in their daily work.
We also spoke to experienced ML researchers to gain insights into the role of TensorFlow in their daily work.
Decision Guides
We develop guides featuring expert advice from leaders in your area of interest to help close the skill gaps. More to come soon!

The AWS Data Analytics Certification program validates a deep understanding of AWS data analytics services and their integration with each other to derive insights from data, making it suitable for individuals pursuing a role focused on data analytics.
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The Microsoft Certified: Azure Network Engineer Associate program is designed for professionals who have expertise in planning, implementing, and managing Azure networking solutions.
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The Microsoft Certified: Azure Developer Associate program is designed for professionals who are actively involved in all aspects of the development process, from gathering requirements and designing solutions to deployment, security, maintenance, performance tuning, and monitoring.
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The FinOps Certification Program (FOCP) enables individuals from a wide range of cloud, finance, and technology positions to confirm their FinOps expertise and boost their professional reputation.
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The Google Workspace Administrator Certification is a high-ROI program designed for individuals responsible for transforming business objectives into tangible Google Workspace configurations, policies, and security practices.
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The AWS Security Certification is a highly sought-after program that validates your advanced cloud security skills to enforce strict security controls across all levels of AWS infrastructure deployments.
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The Microsoft Certified: Power Platform Solution Architect Expert program is designed for professionals who are looking to establish themselves as experts in the field of Microsoft Power Platform and Microsoft Dynamics 365 solution architecture.
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The Microsoft Certified: Azure Data Scientist Associate is a high-ROI program designed for professionals who have expertise in applying data science and machine learning techniques to implement and manage machine learning workloads on Azure.
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