Programming

2025 U.S. Tech Job Market Report Summary post Gen AI

2025 U.S. Tech Job Market Report Summary

Software Developers

Overview

mindmap
  root((2025 U.S. Tech Job Market Report Summary post Gen AI))
    Fundamentals
      Core Principles
      Key Components
      Architecture
    Implementation
      Setup
      Configuration
      Deployment
    Advanced Topics
      Optimization
      Scaling
      Security
    Best Practices
      Performance
      Maintenance
      Troubleshooting

Key Concepts Overview:

This mindmap shows your learning journey through the article. Each branch represents a major concept area, helping you understand how the topics connect and build upon each other.

Continue reading

Data Scientists Job Trends after Gen AI

Data Scientists Job Trends after Gen AI

Data Scientists

Overview

mindmap
  root((Data Scientists Job Trends after Gen AI))
    Fundamentals
      Core Principles
      Key Components
      Architecture
    Implementation
      Setup
      Configuration
      Deployment
    Advanced Topics
      Optimization
      Scaling
      Security
    Best Practices
      Performance
      Maintenance
      Troubleshooting

Key Concepts Overview:

This mindmap shows your learning journey through the article. Each branch represents a major concept area, helping you understand how the topics connect and build upon each other.

  • High Median Salary: Data scientists continue to be well-compensated, with a median annual salary around $112,590 as of May 202bls.gov】. This is about twice the national median for all jobs. In 2023 the median was roughly $108money.usnews.com】, so salaries have ticked up slightly, maintaining a strong position.
  • Upper and Lower Ranges: The salary range for data scientists is broad. The top 25% of data scientists earn about $147,000 or more per yeamoney.usnews.com】. The top 10% can exceed $190k (especially in high-cost areas or specialized rolesbls.gov】. Conversely, the entry-level or lower 25% earn around $79k–$85money.usnews.com】. Entry-level salaries can vary depending on education (those with PhDs often launch higher) and region.
  • Influence of Experience and Education: Experienced data scientists (with 5+ years or with advanced degrees and domain expertise) often command six-figure salaries comfortably into the $150k-$200k range. Many data scientists have a Master’s or PhD, which can bump starting salaries. For example, a PhD data scientist at a tech firm might launch at ~$120k-$130k. Those with only a bachelor’s might launch lower but can climb quickly with a few years of experience.
  • Industry Variation: Salaries can fluctuate by industry. Generally, tech companies and finance pay the highest for data scientists (often well into six figures). For instance, AI research roles or quantitative finance roles for data scientists can pay in the upper end (plus hefty bonuses). In contrast, academia, nonprofits, or certain government roles might pay less (somewhere in the $80k-$100k range) but may offer other benefits. Consulting roles in data science can also be very high-paying on a per-project basis.
  • Geographic Factors: Location historically affected pay (with West Coast and Northeast U.S. offering more), but with remote function, there’s a trend toward leveling. Still, major urban tech hubs like San Francisco, New York report higher average data scientist salaries (often 10-20% above national median). For example, in San Francisco, an average data scientist might earn $135k+, whereas in a smaller city it might be closer to $100k. Remote roles often peg salary to either the company’s location or the candidate’s location or some blend thereof.
  • Growth and Trends: Data scientist salaries grew rapidly through the 2010s. In 2025, growth is present but moderating. There’s a larger supply of early-career data scientists now, which has introduced some salary leveling at the entry level. but, for those with the right skill sets (like expertise in ML engineering or deep learning), salaries are still climbing fast. Overall, we see moderate salary growth (~3-5% annually) for data science as a whole, with certain sub-specialties (like machine learning engineers, which overlap with data science) seeing higher raises.
  • Total Compensation: Many data scientists, especially at tech firms, receive bonuses or equity. It’s not uncommon for annual bonuses to be 10-15% of base pay. Thus, a median base of ~$112k could be more like $125k-$130k total. Senior data scientists might have significan’t stock grants in big tech companies, pushing total comp well above base. Startups might offer equity in lieu of matching big salaries. All said, the profession remains one of the best-remunerated for people with a strong quantitative background.

Data Scientist Salary Figures:

Continue reading

Tech Job Market Outlook 2025 after AI: Software and Data Roles — DevOps, Data Engineers, AI specialists

Quick Look

  • Tech Job Market Outlook 2025 (US): Software & Data Roles

Overview

mindmap
  root((Tech Job Market Outlook 2025 after AI: Software and Data Roles — DevOps, Data Engineers, AI specialists))
    Fundamentals
      Core Principles
      Key Components
      Architecture
    Implementation
      Setup
      Configuration
      Deployment
    Advanced Topics
      Optimization
      Scaling
      Security
    Best Practices
      Performance
      Maintenance
      Troubleshooting

Key Concepts Overview:

This mindmap shows your learning journey through the article. Each branch represents a major concept area, helping you understand how the topics connect and build upon each other.

Continue reading

What is Microservice Architecture?

What is Microservice Architecture?

Overview

mindmap
  root((What is Microservice Architecture?))
    Fundamentals
      Core Principles
      Key Components
      Architecture
    Implementation
      Setup
      Configuration
      Deployment
    Advanced Topics
      Optimization
      Scaling
      Security
    Best Practices
      Performance
      Maintenance
      Troubleshooting

Key Concepts Overview:

This mindmap shows your learning journey through the article. Each branch represents a major concept area, helping you understand how the topics connect and build upon each other.

Rick Hightower

Engineering Consultant focused on AI

November 27, 2015

Continue reading

Why AI Will Create More Programming Jobs, Not Fewer

The 10x Developer Paradox: Why AI Will Create More Programming Jobs, Not Fewer

The same fear grips every software developer’s mind when they see the latest AI demo: “Is this the beginning of the end for my career?”

Overview

mindmap
  root((Why AI Will Create More Programming Jobs, Not Fewer))
    Fundamentals
      Core Principles
      Key Components
      Architecture
    Implementation
      Setup
      Configuration
      Deployment
    Advanced Topics
      Optimization
      Scaling
      Security
    Best Practices
      Performance
      Maintenance
      Troubleshooting

Key Concepts Overview:

Continue reading

                                                                           

Apache Spark Training
Kafka Tutorial
Akka Consulting
Cassandra Training
AWS Cassandra Database Support
Kafka Support Pricing
Cassandra Database Support Pricing
Non-stop Cassandra
Watchdog
Advantages of using Cloudurable™
Cassandra Consulting
Cloudurable™| Guide to AWS Cassandra Deploy
Cloudurable™| AWS Cassandra Guidelines and Notes
Free guide to deploying Cassandra on AWS
Kafka Training
Kafka Consulting
DynamoDB Training
DynamoDB Consulting
Kinesis Training
Kinesis Consulting
Kafka Tutorial PDF
Kubernetes Security Training
Redis Consulting
Redis Training
ElasticSearch / ELK Consulting
ElasticSearch Training
InfluxDB/TICK Training TICK Consulting