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Svetlana Melnikova profile picture

Svetlana Melnikova

I’ve been through interviews, rejections, offers, pivots, and everything in between. Here I talk honestly about building a career in tech — the wins, the stress, and the strategy behind it all.

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Overcoming Employment Barriers: Strategies for Re-entering the Workforce After a Career Break
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Overcoming Employment Barriers: Strategies for Re-entering the Workforce After a Career Break

#employment #reentry #ai #mentalhealth
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18 min read
AI Industry Layoffs: Strategic Unionization Opportunity Amid Potential Bubble Burst
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AI Industry Layoffs: Strategic Unionization Opportunity Amid Potential Bubble Burst

#unionization #layoffs #ai #laborrights
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14 min read
AI Writing Code: Addressing Job Security Concerns for Junior and Mid-Level Engineers
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AI Writing Code: Addressing Job Security Concerns for Junior and Mid-Level Engineers

#ai #engineering #augmentation #collaboration
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17 min read
Microsoft Faces Employee Retention Risks: Addressing Culture, Work-Life Balance, and Compensation Concerns
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Microsoft Faces Employee Retention Risks: Addressing Culture, Work-Life Balance, and Compensation Concerns

#retention #culture #compensation #remotework
1
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14 min read
Reduced Frontend Team: Leveraging Backend Engineers and AI to Maintain Development Efficiency
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Reduced Frontend Team: Leveraging Backend Engineers and AI to Maintain Development Efficiency

#frontend #ai #efficiency #technicaldebt
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11 min read
Public Misperception vs. Reality: Comparing Job Market Performance of CS and Traditional Engineering Degrees
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Public Misperception vs. Reality: Comparing Job Market Performance of CS and Traditional Engineering Degrees

#cs #engineering #perception #jobmarket
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10 min read
YC's AI Funding Bias Risks Ecosystem Integrity; Calls for Prioritizing Technical Rigor Over Hype
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YC's AI Funding Bias Risks Ecosystem Integrity; Calls for Prioritizing Technical Rigor Over Hype

#ai #funding #innovation #hype
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12 min read
AI's Economic Impact Falls Short: Addressing the Gap Between Investment and Measurable Growth
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AI's Economic Impact Falls Short: Addressing the Gap Between Investment and Measurable Growth

#ai #economics #investment #measurement
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12 min read
Rising AI Costs Prompt Access Restrictions: Companies Reevaluate Usage Policies and Cost Management Strategies
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Rising AI Costs Prompt Access Restrictions: Companies Reevaluate Usage Policies and Cost Management Strategies

#ai #costmanagement #policy #innovation
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21 min read
Sustainable AI Subscriptions: Balancing Costs and Accessibility for Non-Enterprise Users
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Sustainable AI Subscriptions: Balancing Costs and Accessibility for Non-Enterprise Users

#ai #subscriptions #sustainability #a11y
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14 min read
AI's Rapid Adoption in Software Development: Addressing Code Quality Decline and Skill Deterioration
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AI's Rapid Adoption in Software Development: Addressing Code Quality Decline and Skill Deterioration

#ai #softwaredevelopment #codequality #skilldeterioration
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11 min read
Combating Declining Demand: Strategies to Differentiate Professional Software Development from Inexperienced 'Vibe Coders
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Combating Declining Demand: Strategies to Differentiate Professional Software Development from Inexperienced 'Vibe Coders

#software #disruption #communication #cost
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23 min read
CS Graduate Job Market: Perceived Crisis vs. Strong Employment Data Reality
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CS Graduate Job Market: Perceived Crisis vs. Strong Employment Data Reality

#employment #cs #perception #skills
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10 min read
Addressing Harmful Misinformation on Reddit: Strategies to Counter Unverified Negative Content and Foster Trust
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Addressing Harmful Misinformation on Reddit: Strategies to Counter Unverified Negative Content and Foster Trust

#misinformation #reddit #algorithms #bias
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13 min read
Balancing AI Reliance and Skill Development: Mitigating Cognitive Decline in Software Engineering
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Balancing AI Reliance and Skill Development: Mitigating Cognitive Decline in Software Engineering

#ai #engineering #cognition #efficiency
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21 min read
AI and Automation: Debunking the Myth of Job Immunity and Reassessing Risk Across All Sectors
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AI and Automation: Debunking the Myth of Job Immunity and Reassessing Risk Across All Sectors

#automation #ai #robotics #healthcare
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13 min read
Tech Giants' Layoffs Spark Concerns Over Job Security and Economic Stability in the Industry
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Tech Giants' Layoffs Spark Concerns Over Job Security and Economic Stability in the Industry

#layoffs #ai #tech #elitism
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15 min read
Atlassian's Layoffs: Balancing Short-Term Gains with Long-Term Sustainability and Ethical Responsibilities
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Atlassian's Layoffs: Balancing Short-Term Gains with Long-Term Sustainability and Ethical Responsibilities

#layoffs #ai #sustainability #innovation
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12 min read
SWE Transitioned to User Support: Addressing Career Misalignment and Long-Term Employability Concerns
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SWE Transitioned to User Support: Addressing Career Misalignment and Long-Term Employability Concerns

#careertransition #usersupport #employability #systeminstability
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10 min read
AI-Generated Resumes Overwhelm Hiring: Strategies to Identify Authentic, Qualified Candidates Amidst the Flood.
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AI-Generated Resumes Overwhelm Hiring: Strategies to Identify Authentic, Qualified Candidates Amidst the Flood.

#hiring #ai #resumes #optimization
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15 min read
Negative CS/SWE Online Content Demoralizes Enthusiasts: Strategies to Foster a Positive and Supportive Community
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Negative CS/SWE Online Content Demoralizes Enthusiasts: Strategies to Foster a Positive and Supportive Community

#negativity #csswe #community #innovation
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15 min read
Concerned About NSFW GitHub Contributions Impacting Job Search? Strategies to Mitigate Risks and Showcase Professionalism
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Concerned About NSFW GitHub Contributions Impacting Job Search? Strategies to Mitigate Risks and Showcase Professionalism

#github #career #risk #professionalism
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20 min read
Employees Forced to Fake AI Enthusiasm: Addressing Leadership's Misalignment with Practical AI Applications
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Employees Forced to Fake AI Enthusiasm: Addressing Leadership's Misalignment with Practical AI Applications

#ai #leadership #employeeengagement #performativeenthusiasm
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15 min read
AI-Assisted Coding: Addressing Poor Code Structure, Developer Burnout, and Leadership Oversight in Software Development
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AI-Assisted Coding: Addressing Poor Code Structure, Developer Burnout, and Leadership Oversight in Software Development

#ai #software #burnout #technicaldebt
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17 min read
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