Keeping up With Technology: Drinking From the Firehose

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Presentation transcript:

Keeping up With Technology: Drinking From the Firehose Eugene Meidinger @sqlgene www.sqlgene.com/keepingup/ eugene@eugenemeidinger.com

About me Business Intelligence developer Worked for All-Lines for 5 years Spoken at Pittsburgh SQL User Group and various SQL Saturdays Help lead the Pittsburgh Power BI User Group Pluralsight Author Went from SQL newb to SQL pro

Overview Can you really keep up? Why is keeping up an issue? How do we model the problem? How do we “Keep up?” Learn more things Learn the right things Learn things that last longer

Betteridge's law of headlines Any headline that ends in a question mark can be answered by the word no.

Can we keep up with technology?

Why not? Keeping up is ill-definied The data platform is broadening More of a vague fear than a structured goal You are never “done” More of an emotional problem The data platform is broadening Data Science Big Data NoSQL The rate of change is accelerating SQL Server 2017 is coming out

What’s the real question? How do I keep my friends? How do I keep my job?

What’s the real goal? Learning Efficiently Learning Effectively

In short, make the most of what we’ve got What can we do? Maximize our resources for learning Make our learning more efficient Increase how long our knowledge stays relevant In short, make the most of what we’ve got

Why do we have to learn new things? New stuff comes out SQL Server 2017 JSON support PowerBI Old stuff gets old SQL Server 2000 DTS Performance Point Animation for header level

An analogy: investing Inflation means our money is worth less every year To avoid inflation, we invest in stocks, not bonds Volatility means our investments could implode To avoid volatility, we diversify our investments Animation

Financial Risks Inflation Volatility Kills you slowly Kills you quickly

Career Risks Old Tech Kills you slowly New Tech Kills you quickly

Career Risks VHS Kills you slowly HD-DVD Kills you quickly

Career Risks VB6 Kills you slowly Hadoop Kills you quickly

“In an immature market, generalize. In a mature market, specialize” -Abraham Lincoln - Buck Woody

Immature markets are high volatility Mature markets are low growth

The contradiction of learning To add value, we need to specialize No one wants a true jack of all trades To avoid becoming irrelevant, we need to generalize Both require different resources and learning styles Generalization costs time and short-term risk Specialization costs focus/money and long term risk

Go Deep To pay the bills Go Wide To keep your job

Specialization is always harder You can generalize via passive learning Blogs Podcasts SQL Saturdays / GroupByConf You can’t specialize via passive learning; you have to Present Write Do home labs

An analogy: Radioactive decay In nuclear physics, there is the idea of a half-life A half-life is the time is takes to halve of the original amount IT knowledge can be modeled as a half-life How long before half of what you know is useless?

you have to retool yourself” “Every 5 years, you have to retool yourself” -Allen White

Every 5 years, half of what you know is obsolete How do we mathematically model this? Rate of decay ^ 5 years = ½ your knowledge X^5 = 0.5 X = 0.87 Every year, 87% of what you know is still relevant Every year, 13% of what you know is irrelevant

“Every year, 13% of what you know becomes irrelevant”

What does that look like?

That’s a 13% interest rate That’s going from an A+ to a B That’s crazy That’s scary How can we fix it?

We have 3 options Learn more things Learn more of the right things Learn more of the things that last longer

What are the costs of learning? Learn more things What are the costs of learning? Time Energy Money

Time Cut things out Multi-task Utilize dead time Where are you spending your time? Do a time audit Use Toggl.com Multi-task Listen to podcasts while you drive, exercise, wash dishes Utilize dead time The “10 minutes in the doctor’s office” Read Feedly instead of reading twitter, playing Candy Crush

Multitasking – podcasts Data driven Dear SQL DBA GroupBy Podcast Office hours SQL data Partners SQL Server Radio

Focus Create a learning space Know your bodily cycles Schedule time Remove distractions Know your bodily cycles Take care of yourself Diet Exercise Sleep

Focus - apps Pomodoros Leechblocker (Firefox) StayFocusd (Chrome) Nanny (Chrome) Beeminder

Money Of the 3 resources, money is the most plentiful

Money Don’t be afraid to spend money on learning Budget your money Curation is essential Good learning materials can save you energy and focus Budget your money You Need a Budget Mint.com EveryDollar.com

Learning the right things Increase the signal to noise ratio Have a learning plan Focus on depth and specialization

Increase the signal to noise ratio Don’t depend on Twitter and Hacker news Otherwise you’ll learn about politics and Uber Lean on curation Feedly Pluralsight Books Learn the things in your plan

Have a learning plan Read job postings Consider certifications Put together a plan What’s your 1 year goal? What’s your 3 year goal? Work your plan

Focus on depth and specialization Exposure and generalization requires learning the wrong things Exposure is about unknown unknowns By definition, the noise level is high If you know you need to learn a specific area, going deep has a higher chance of paying off Mastery and expertise is about known unknowns By definition, there is a higher chance of payoff

Learn things that last Avoid volatile skill sets (*cough* Angular *cough*) Go deep Learn things that are timeless Learn things that transfer

Soft skills are timeless Learn technical writing Learn communication Learn project management

Soft skills – resources Presenting Toastmasters User groups Books Win friends and influence people How to Have Confidence and Power in Dealing with People Crucial conversations Podcast Career tools / Manager tools

Deep dives last longer Learn fundamentals Learn theory Learn internals

Recap – 8 keys Use multitasking to get more time Take care of yourself Schedule time Spend money on curation Understand specialization versus generalization Pick a specialization Make a plan Learn things that last