Whenever I feel angry, tense, distracted, lost in brain fog, anxious or sad, I jump into my shorts and training shoes an

Urvashi Reddy | Software Engineer, Engineering Productivity Team Adam Berry | Tech Lead, Engineering Productivity Team Rui Li | Software Engineer, Engineering Productivity Team

One day I downloaded the Nike Training Club app. I started working out 3 times a week for 20 minutes on the carpet stuck between my bed and my wardrobe in my small Parisian flat.

Next, is the impact I feel in my job. In every company, both mine or our team’s Data Science project has been a significant one resulting in changes felt across the entire company. Sometimes, a Data Science project can turn into the main product of a company — say Netflix, and their recommendation system, a lot of their business revolves around servicing the consumer recommendations (now they have the added product of their own shows and movies). Although Data Science projects can take quite a long time, they usually result in some impact, which of course gives a sense of accomplishment in your everyday work.

All our larger efforts are designed to progress on the goal of making software development and delivery at Pinterest a fast and painless experience. Recently, we were reminded of how small details can also have a large impact on that goal. We discovered an overlooked Git option that significantly reduced the build times in our continuous integration pipelines. In order to understand how this small change had such a large impact, we need to share a little information on our monorepos and our pipelines.

To my surprise, the 20-minute sessions increased to 30. Under lockdown, the 3 times a week rhythm turned into 40 minutes almost every day. Since we were released, I’ve been feeling like turning to outdoor activities such as running or surfing. Sometimes, I just go for a long walk.

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es diagnosis as a hugely beneficial event. I have learned so much about nutrition and how my body interacts with different macronutrients. I’ve learned how to monitor my metabolic health in addition to weight. I continue to learn more every day. I suspect I’ll add years to my life as a result of what I’ve learned and my resolve to eat more healthily.

At most of the companies I have worked at, the Data Science team is sectioned off and is sometimes separate from Engineering and Product (the two main departments that a Data Scientist can expect to work with or be apart of). Because the role of Data Science is not just Engineering or not just Product, you find yourself working somewhat alone. To me, this outcome is a pro. When you or even a smaller team are apart of a tightly-knit group, you can focus on a few projects rather than, say, up to 10, like a Software Engineer might experience or a Product Manager. The benefit of freedom in your role is certainly a nice-to-have. You might have fewer meetings, more time to focus on your project, and have the ability to work with a smaller amount of people who know about your project and can collaborate on.

I’ve been exercising every day for one year now, with few exceptions. This is a major change for me. Before that, I spent 6 years in Paris where exercising indoors is expensive and exercising outdoors, in crowded and polluted streets, is unthinkable.

I want to take a small break from writing more technical and factual based articles to discuss three main points of the Data Science job that I enjoy. There are a lot of articles out there that include a lot of negativity around being a Data Scientist, as well as some alongside some pro points, but in this article, I want to focus purely on the pros that I have personally experienced. Maybe some of these pros or enjoyments will be something you experience as well. The main topics I will discuss are freedom of the role as a Data Scientist in your everyday work, impact on where you work (the business), and the growth you will be able to obtain as a Data Scientist. Keep reading to find out more about the enjoyments of being a Data Scientist.

The Engineering Productivity team at Pinterest is responsible for supporting the engineers who build and deploy software at the company. Our team maintains a number of infrastructure services and often works on large scale efforts — migrating all software at Pinterest to Bazel, creating a Continuous Delivery platform called Hermez, and maintaining the monorepos that get committed to a few hundred times a day, to name a few.

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The Engineering Productivity team at Pinterest came across a small change that had a large impact in reducing build times across pipelines. We found that setting the refspec option during git fetch reduced our cloning step by 99%.

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For a year now, exercise has been part of my daily routine. In case you’re hesitating to take a similar trip, I’ve summarized my little experience here. Here are the results you can expect from 40 minutes of moderate exercise a day, without having to change your whole lifestyle or diet.

I’ve become addicted to the feeling of well-being and the pleasant physical fatigue that comes after every training session. Sometimes it’s even my primary motivation to cross the threshold. This anticipation.