Being new to a company can be scary, but it doesn’t have to be

Photo from Prateek Katyal on Unsplash

I ran across a post earlier this week on a Facebook group from a student working her first internship. As I read the post, it reminded me of my struggles of being new to a job and field. Her post discussed where she was working and continued to say she felt there was “no guidance, no teaching, no tutorials.” Looking at this, I wanted to share my top 5 tips for starting in a new role when you are new to the job or field.

1. Network

I used to hear this said repeatedly when I was in college, and I didn’t…

What my job title taught me about my job

Photo from Cris Saur on Unsplash

Having the title of Data Scientist can come with a lot of assumptions and expectations. Different companies have their definitions for what it means to be a data scientist there. And each company comes with its expectations and assumptions about what they want you to do for them. With that, I picked out three of the most tiring assumptions and expectations I often face while working or interviewing as a data scientist.


Often, data scientists are expected to look at the data and make an analysis work for the person requesting it. Some companies will hire and assume that the…

Different ways to keep learning both inside and outside of the office

Photo from JESHOOTS on Unsplash

It can be hard to find time to keep skills relevant, especially those skills we are not actively using at work. As people, we have other obligations and commitments outside of work that demand our attention. I got a comment recently on another post I wrote from Carrie stating, “Agree, I feel the envy and often ask how and when they make time to keep their skills “fresh” and relevant within their industry.” She referred to the line I wrote about envying individuals who are much later in their careers, wanting to understand how they got there. …

3 key lessons learned from joining a Twitter Space on handling stress

Photo from Hans-Peter Gauster on Unsplash

Some days are too quiet for their own good, so instead, I went to find something to listen to while I worked. On Twitter, a Space was being held on “Handling Stress on Social Media,” with lead speakers being Santiago, Danny Thompson, Samantha Postman, and Francesco Ciulla. The talk didn’t just focus on social media, though, and at times got into some exciting STEM discussions. I put that on in the background as I worked, occasionally taking notes on something I found insightful. With that, I wanted to share with you some of the insights I gleaned from this talk.

Continual Learning

Understanding the business objectives in 3 key questions before developing the algorithms

Photo by Brett Jordan on Unsplash

Context, context, context. Context is everything when working in data science. The biggest mistake I see data scientists making is not understanding their work’s context and business objectives. Instead, they focus heavily on knowing the AI/ML techniques. Complex algorithms are great when they are used in the right place. Understanding when and where that place should be is hard.

Start with understanding your business objectives. Starting with my objectives is something I have been focusing on more closely the past two months. As I am working on a problem, I don’t want to jump right into developing solutions. Instead, I…

How to start your Monday mornings in the right headspace

Photo from Tom Rogerson on Unsplash

At the start of my last job, I began taking notes on almost everything. If I had a random thought pop into my head, I wrote it down. If I attended a meeting, I would take the meeting minutes along with action items. Or if I had a review coming up, I would document my work week by week and then summarize it ahead of the meeting. At the end of two years, I had a sizeable digital notebook of words — a variety of information that was a mix of complete sentences that made perfect sense or a few…

Office Hours

Job hopping to the next opportunity: becoming a data science consultant

Photo from Vincent van Zalinge on Unsplash

I spent almost two years at the same job until April, when I “walked” into my remote office and quit my job. The expression on my manager’s face was shock. His eyes bulged a bit, and he didn’t know what to say. The words I do clearly were, “I thought we had more time.” And to be honest, so did I. For almost a year, I was planning my career out with him, determining my next move, and learning how to impact the business. So what happened?

The Interviews

Mid-April, I met my soon-to-be manager for the first time. We had an…

No one is perfect at handling rejection, and sometimes it can hurt

Image from Andrea Piacquadio on Pexels

Life is full of disappointments, but all we ever see online is people celebrating their new jobs, wins, and the positives. Honestly, I do it myself as well. When I post on LinkedIn, I am sharing the positive experiences I have had with my team. I post the wins we have had, my leadership experiences through the year, and the events I attend. Rarely, if ever, do I share the disappointments and hardships. Recently, I have seen others begin to share their struggles with the job hunt, and it inspired me to share mine on my search to become a…

Understand your audience, answer questions, and ask for feedback

Photo from Michal Czyz on Unsplash

When I was in college, I participated in Toastmasters. I spent two years working on my presentation skills, learning how to speak in front of people, and getting feedback on my work. At the time, I did not anticipate the impact it would have on my current position. Learning to communicate effectively is a valid and critical skill in data science and engineering. Recently, I signed up again to Toastmasters. I wanted to share why I decided to sign up and how public speaking can benefit your career.

If you don’t already know, Toastmasters is a public speaking club. This…

Top 5 Questions to Ask Yourself as Your Reflect

Photo from Marc-Olivier Jodoin on Unsplash

If 2020 taught me nothing else, it taught me when to take a step back and reflect on what was happening in my career. At the start of the year, I opened a OneNote and took notes about every project, significant decisions, and outcomes. I especially did this when I would be the lead data scientist and developer on the project. This notebook allowed me to have targeted reflection sessions every month to understand myself and my position better. I could also bring these notes into 1:1’s with my manager to discuss my accomplishments better. During these reflection sessions, I…

Rose Day

I am a Data Science Consultant who wants to share with you what I have learned during my life and career thus far.

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store