The Skills and Tools Every Data Scientist Must Master

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women of color in tech

Photo by WOC in Tech.

“Data scientist” is one of today’s hottest jobs.

In fact, Glassdoor calls it the best job of 2017, with a median base salary of $110,000. This fact shouldn’t be big news. In 2011, McKinsey predicted there would be a shortage of 1.5 million managers and analysts “with the know-how to use the analysis of big data to make effective decisions.” Today, there are more than 38,000 data scientist positions listed on Glassdoor.com.

It makes perfect sense that this job is both new and popular, since every move you make online is actively creating data somewhere for something. Someone has to make sense of that data and discover trends in the data to see if the data is useful. That is the job of the data scientist. But how does the data scientist go about the job? Here are the three skills and three tools that every data scientist should master.

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What UX Designers and Web Developers Make in Major U.S. Markets

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UX designers and web developers salaries

You did it! You nailed your interview and you’re feeling great. But then, right when you least expect it, the recruiter finishes up the conversation with the dreaded questions, “So how much are you looking for?”

This question is awkward and even worrisome for a job seeker, particularly if you haven’t done your homework. However, here’s the good news! When you do take the time to do the research and know your worth, it can help you answer this question with ease.

In this article, we’ll take a look at average UX designers’ and web developers’ salaries in major job markets and at varying career levels. Please use this article to further your own research and help you better understand the market but know that this by no means a definitive or all-encompassing list.

The ranges and averages throughout the article were determined based on a compilation of information from Payscale.com, Glassdoor.com, Salary.com, Simplyhired.com and information from current practitioners.

Now, let’s take a comprehensive look at average salaries and the varying salary ranges of UX practitioners and web developers in some of the hottest tech markets in the United States. We’ll take a look at each tech hub and then break down the numbers from there.

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6 Key Principles of High-Impact Learning

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Design-Studio-Methodology
Everyone knows what a quality learning experience feels like: exciting, energizing, satisfying, and entertaining. Conversely, everyone knows what a bad learning experience feels like:bored, useless, disappointing or unsatisfying.

So how do you create experiences that inspire the first set of words and avoid the second? Based on our experiences designing high impact learning experiences for adults, we’ve identified four universal truths that apply to almost all of our engagements.

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6 Tips For Negotiating Your Salary

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Essential-Negotiating-Strategies

If you were offered $2 million right now, no strings attached, would you take it? Of course, you would! But did you know that you may have already inadvertently said no thank you to this offer? Author Linda Babcock writes about salary negotiation in her book Women Don’t Ask: The High Cost of Avoiding Negotiation—and Positive Strategies for Change. She states that when an employee fails to negotiate salary early in her career, it could add up to as much as $2 million in lost wages over the course of a lifetime.

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How to (Successfully) Ask For a Raise

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women in tech discuss a salary raise

Photo: WOC in Tech

We all could use a little extra in our paychecks, but asking for a raise is anxiety-inducing, even when you have a strong case to make. Asking for a raise without preparation can be awkward at best, and unsuccessful at worst.

A veteran hiring manager, Josh Doody, author of “Fearless Salary Negotiation: A Step-by-Step Guide to Getting Paid What You’re Worth,” walks us through how to ask for a raise — and what to do if you’re turned down.

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The Top 5 Podcasts for Aspiring Product Managers

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podcast for PMs

You are a product manager. Or you want to be. As the fearless leader for your product, you need to be the best-informed and most up-to-date member of your team. From market trends to failed startups, your knowledge of the product ecosystem is critical if you’re going to succeed. Which you will. Ready?

Don’t waste your precious time reinventing the wheel. While each product has its own unique set of challenges, plenty of product folks have been in your shoes before. Learn from their mistakes and accomplishments, then iterate and innovate your own path. We rounded up five of the best podcasts for product managers so you can make big decisions, build your team, and make products people love. And do it better than before. Next time you reach for headphones tune into one of these shows.

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Meet Prepd: A Sleek Product That Raised $1.4 Million on Kickstarter

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Prepd_Prep_Share_Your_Creations_1_21

We all know that bringing lunch to work is the smart, healthy, and financially responsible thing to do. We want to bring delicious lunches to work, but then motivation is always low. So we end up buying something or settling for whatever boring thing we could find in our fridge, wishing we could be better.

Enter Prepd, a lunchbox with modular containers and a corresponding app to help us be the lunch-bringer we always knew we could be.

We spoke with co-founder and GA Hong Kong alumnus Chris Place a few days before his goal-busting Kickstarter, which raised over $1 million, closed.

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The 6 Essential Tools for Every UX Designer

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UX

It can be extremely intimidating to any UX designer, particularly someone just starting out, to navigate the overcrowded world of design tools. There seems to be a tool for everything from user research to wireframing to prototyping.

So how do you know which tools to learn or least familiarize yourself with? Fear not! Below we’ve broken down some of the top industry tools for a variety of contexts and workflows. While this is not a comprehensive list, it will give newbies a sense of some industry musts, while providing some further suggestions for the more seasoned designers among us.

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Demonstrating the ROI of Learning & Development

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L&D-ROI

Demonstrating return on investment is much easier in some parts of the business than in others. In business development, for example, it’s much easier to prove that allocating additional sales resources or tools can directly lead to an increase in quantifiable revenue, which is then factored into a clean-cut ROI formula.

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11 Tips for Freelancers from Twyla Tharp’s the Creative Habit

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Photo credit: Christine Bougie.

Photo credit: Christine Bougie.

“The white-hot pitch of creativity is only useful to those who know what to do with it,” says Twyla Tharp in her best-selling book, The Creative Habit. In it, she shares skills learned as a lifelong accomplished choreographer that help make creativity work better for you. It’s filled with ideas and exercises made to enhance your craft, whatever that may be, with better tools—both mental and physical. While it does focus on those involved in “the arts,” there is plenty of wisdom for the modern multi-tasking creative. Here, some of her best pieces of advice put through the lens of a freelancer who must constantly juggle craft with commerce.

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