Life @ ADP, Career Advice, What We Do
Welcome back to Life@ADP Podcast Season Three Episode Two.
Have you had days when you felt it was difficult getting out of bed, not because you were lazy, but because mentally, it was tough? What about the times when you weren’t feeling well and still responded with “I’m good” to the question “How are you?”
May is ADP’s Month of Caring, and there arguably isn’t a better time to talk about mental health and how to care for yourself and others. We are delighted to have Amy F., Senior Director of Global HR, join us for this episode. She shares with us the importance of wellness at work and how ADP promotes it.
“Outside of my role as an HR leader, I am a mother, a daughter, and a spouse. There are many things happening in life that make me who I am as a person, and that person is connected to my work,” Amy said. “We need real conversations and real check-ins with people at work.”
Leaders and mentors at ADP understand wellness can mean different things to different people. That’s why we offer mental health resources and provide an environment where talking about mental health issues is okay.
“I’ve been with ADP for almost 28 years, and I stayed for the people and the culture,” Amy said. “Working for ADP has enabled me to do everything I want from a work perspective, but still allows me to be where I need to be.
Amy also shared being open to connections at work is key to ensuring people have an environment where they can be themselves entirely. It is flexibility and culture that makes ADP a unique place to work.
Developing a culture of wellness starts with communication. When we talk about how we’re feeling and when team members take the initiative to be aware of each other’s needs, it sets the tone for everyone in the organization.
Who do you turn to when the going gets tough? Of course, our friends and family are always there to support us, but how about in the workplace? That’s why ADP also provides access to an employee assistance program (EAP), which gives employees confidential, professional support for a wide range of mental health issues, but that’s not all.
“We also offer new financial wellness sessions this year,” Amy said. “From student loans and personal debts to planning future retirement, we want to ensure that we’re leveraging the partnerships to help our associates be better.”
As we build a better workplace for everyone, let’s not forget that wellness is more than physical health. It’s also the mental and emotional state of being. Wellness means different things to different people, and at ADP, we’re striving to create an environment where people can feel safe and supported.
We hope this blog recap of our latest podcast episode was both informative and inspiring. Please stay tuned for the next episode of the Life@ADP Podcast. Thanks for reading!
Stay safe and healthy.
Life @ ADP is available on iTunes, Spotify, Google, iHeartRadio, and Amazon Music. Listen to the full episode here or on your preferred podcast player!
Visit who we hire and our current openings.
Innovation, Future of Work, What We Do
The start of a career change is the best time to seek learning opportunities.
From Advertising to UX Design: How a Career Change Led to Rewarding Purpose
By Rodolfo H., UX Designer
I have a question for you. Do you love your job? If you had to pause to answer that, keep reading. If you didn’t have to pause to answer that, keep reading!
As cringy as it sounds, I am grateful to say I love my job because it comes with a purpose. I took a leap of faith by making a career change in February 2020, and my innovation journey began.
My friends describe me as the bubbly, fun, always-get-the-conversation-going type of guy. What can I say? I just love meeting people, learning about what inspires them, and I have found that human minds are so powerful when you allow ideas to fill a room.
Growing up in Brazil, I remember always being intrigued by the design and new trends in the market. I graduated from the Pontifical Catholic University of Rio Grande do Sul with a Bachelor’s Degree in Advertising. Upon graduation, I spent years working in advertising, always paying attention to consumer behavior. Soon, my understanding of customer preferences and creativity led me to think about what I could do next.
That’s when I had a lightbulb moment. UX Design!
I found my passion through intuitive designs. With a solid foundation in user preferences, I was ready to transition my communication skills to the new field. As I was looking for a role that provides all the foundational next steps in my newly established UX career, ADP’s opportunity presented itself, and of course, I took it right away.
Embracing Change
It’s OK to feel unsure and uncertain when you are changing career paths. There’s a risk and also potentially a great reward. The process can be intimidating, but don’t let this deter you. I found that connecting with your colleagues, learning the ins and outs of the business, and digging in deep with your tech stack goes a long way in setting yourself up for success in the early stages of your career change.
Joining the UX Design team at ADP was one of the best decisions I made. They taught me to create better product designs by trying new ideas. Innovative and exciting – that’s how I describe the tech hub at ADP Brazil Labs in Porto Alegre, Brazil. A variety of teams on site provide software and infrastructure development for products worldwide. Depending on one’s role, the tech stack could include PyTorch, Machine Learning, AWS Cloud, Big Data, TypeScript, Go, Java, Kafka Streaming, GraphDB, and ReactJS. Our list of technology is growing.
Embrace the unknowns. The start of a career change is the best time to seek learning opportunities. With this mindset, I have been able to build projects from the ground up in my new field.
Inspire and Get Recognized
Every day I challenge myself to go beyond a UX Designer’s role and look for learning opportunities. One recent example is the week-long Hackathon my team, and I participated in.
The Hackathon consisted of three to four hours a day brainstorming ideas and improving prototypes. By the end of the week, we stood before the judges and presented the final project.
Our idea was to create an accessible tool that helps people with disabilities find job opportunities. The ADP Brazil Hackathon committee was impressed with our product’s functionality, and I couldn’t believe it when they presented the Intrapreneur award to me! It was definitely the highlight of my career journey and the beginning of my tech innovations. Thank you for your support, Horizon Team!
I am proud of my team’s work. Together, we developed a tool that could positively change people’s lives. I especially enjoyed tackling different aspects of the project, from functionality to making a real difference. We look forward to implementing the tool in the hiring process across ADP.
Better Future of Work
Inspiration happens in minor ways, such as helping someone to learn a new product or exchanging ideas on a whiteboard.
My purpose lies in creating a better experience for people, and it aligns with ADP’s mission, always designing for people. I know the Intrapreneur Award was just my first milestone, and there is more to come as I build products with my team.
Be sure to keep an open eye for opportunities and proactively seek them out. Anything is possible with a group of creative people!
#Brazil #Hackathon #UXDesigin #UserExperience #CareerJourney
Click here to search for your next move, and visit Who We Hire.
Here you will find leaders who support your career growth, a community that feels like a family, and a growing innovation center focusing on the future. We work hard, but we also have fun together and humbly give back to our communities. Learn more here.
Voice of Our People, Tech Trends, Career Insights
“Practice what you deliver in speech and use your products to better understand the user experience.”
Coming to ADP
Before joining ADP in August, Seema J. had worked in the technology space for over 25 years in different industries. She started with telecom and moved into media, health insurance, and information services. She has looked at various digital transformations and technology consolidations from a back-office perspective.
“Throughout my career journey, I’ve discovered my passion lies in using technology to create impactful customer experiences,” Seema said. “I ask myself: how do I use technology to solve problems? I also value mentorship and team growth, always moving forward with new ideas.”
When she came across the product management opportunity at ADP, she took it immediately. Seema’s service tech background led her to design systems from a global lens. She’s looking forward to building her career and focusing on client service.
Power of People
Seema shared that her first two months at ADP were about absorption, understanding, and learning. She is now putting her knowledge and vision into forming a go-to-market strategy.
“Associates here always make time for each other, sharing updates and exploring tech interests,” Seema said. “I also connected with people outside my team to understand their work.”
When asked about her career journey as a woman in STEM, Seema explains she has always been interested in technology. She started with a bachelor’s degree in electrical engineering and pursued a master’s in computer science.
That was when Seema came to her first career intersection after college: pharma or telecom, and she chose the latter. She used her experience in the industry to grow in different areas, such as long-distance billing system analysis, insights, and tools.
“I enjoy the long tenure of associates at ADP and how many transitions into different roles within the organization,” Seema said. “This allows people to gain experience in multiple areas and apply that knowledge in any teams they join.”
Seema then went back into internet products and design, specifically in chip designs, product lines, and the portal space. Her career involves creating customer experience journeys and leveraging technology to solve problems.
“My career progresses by understanding what I can learn and always searching for forward-looking solutions,” Seema said.
Systems and Cloud Technologies
Seema focuses on improving the client’s experience and services. She looks at both ends of the spectrum from the client’s and associate’s perspectives.
“My goal is to have the knowledge readily available to associates to fulfill client inquiries on time,” Seema said. “I’m working with a mix of homegrown and cloud-based technologies that provide self-service capabilities.”
Seema is also exploring chat capabilities and predictive analytics to understand client sentiments and help associates better support them.
Three Product Management Trends in 2023
Seema believes that there are trends toward digitalization and a hybrid environment where people access information on their smartphones and other gadgets quickly and easily.
1) Personalization
Personalization is becoming increasingly crucial for end-users, and many products are leveraging data to provide a more personalized experience. For example, Siri and other customized tools show how products can leverage data to improve the user experience.
2) Low-code/No-code
Seema believes that low-code/no-code environment is becoming more popular as the industry moves towards software as a service (SaaS) products. The setting allows developers to prototype and test their products quickly, getting user feedback and improving the product promptly.
3) Data and Artificial Intelligence (AI)
Though the trend towards data is not new, Seema notes it is becoming more critical to apply artificial intelligence (AI) to gain valuable insights.
“I believe applying AI will become a standard practice in products soon,” Seema said. “I am enthusiastic about the possibilities in these trends, offering more in product management. They will continue to shape the industry for sure.”
Data-Driven, Innovative, and Fun
When it comes to the qualities of a good leader, Seema talked about the importance of innovation and adaptability, especially in the current environment where multiple workstyles exist, from hybrid to remote.
“My team comes from different backgrounds and experiences. There’s always more to learn,” Seema said. “We enjoy the team-building tool StandOut, which helps us understand each other’s strengths and how to leverage the traits.”
Seema advises technologists interested in Product Management to listen to clients and their feedback, which can be a significant input for product innovation.
“Practice what you deliver in speech and use your products to understand the user experience better,” Seema said. She describes ADP Tech as data-driven, innovative, and fun. Outside of the tech world, Seema enjoys gardening to relax.
#ProductManagement #WomeninSTEM #Data #AI #Technologies
Click here to search for your next move, and visit Who We Hire.
Life @ ADP, Career Advice, What We Do
“Sometimes your career may feel like a ladder and sometimes like a jungle gym, and that’s okay.”
Season 3 Episode 1: Talent Market Trends and What Candidates Want
Welcome back to Life@ADP, the podcast that offers career advice and stories from our associates and recruiters around the globe. We’re thrilled to kick off season three with our first episode, featuring Tracy S. and Glenn D. from ADP’s Talent Acquisition.
Tracy has been with ADP for 15 years, leading recruitment worldwide in sales and marketing; Glenn joined in 2016, leading recruitment for executive leadership and tech talent.
In this episode, they join our hosts, Ingrid and Kate, to share their career journeys, offer advice for job seekers, and discuss how ADP helps businesses navigate the modern workplace. Listen to the full podcast episode here.
“Sometimes your career may feel like a ladder and sometimes like a jungle gym, and that’s okay,” Glenn said. “Don’t be afraid to take on new responsibilities, learn new things, and challenge your way of thinking.”
“Be your authentic self and ask questions that are meaningful to you,” Tracy said. “This is how you get the answers and determine if the career path matches you.”
Hearing from the Recruiters
Tracy and Glenn also shared the trends in the job market and what recruiters look for in candidates, highlighting the importance of adaptability, positivity, resilience, intellectual curiosity, and a collaborative attitude. They noted that candidates are looking for good company culture, mental health support, flexibility in their work, and career progression.
“You’re seeing a shift in the market where it’s candidate-driven,” Glenn said. “While compensation is a key factor, culture has become the most predominant thing.”
Recruiters ask themselves: How will the candidates leverage positive traits into this role? They found successful employees take the time to learn, grow, and care about others across the team.
“We have a culture of collaboration and innovation here,” Glenn said. “People bring their full selves to work.”
“ADP values integrity, respect, teamwork, and innovation,” Tracy said. “Supporting each other is what ADP is all about.”
We take pride in creating an environment for associates from all backgrounds, putting diversity and inclusion into practice.
Learning and Growing Together
Glenn notes that candidates are taking the time to research the company and its culture before they even come in for an interview and are looking for consistency between what they see online and what they experience in person.
“As a large company, what can we do to help? Some of it may be environmental work, and some may be helping the communities we serve,” Tracy said. “We celebrate historical events by connecting with communities and diving into associates’ stories.”
Associates are encouraged to join a Business Resource Group (BRG) that is personal to them. For example, ADP’s International Women’s Inclusion Network (iWIN) has a mission to engage, equip and empower women to achieve personal and professional success.
From building career workshops to celebrate their individuality through outreach programs like International Women’s Month, Black History Month, and Pride Month, ADP’s talent acquisition has meaningful conversations internally and encourages external learning opportunities.
“Associates come together and share their experiences on BRG events, networking and exchanging feedback,” Tracy said. “We make sure everyone feels welcomed and valued.”
Life @ ADP is available on iTunes, Spotify, Google, iHeartRadio, and Amazon Music. Listen to the full episode here or on your preferred podcast player!
Interested in the unique culture and career opportunities at ADP?
Visit who we hire and our current openings.
Innovation, Future of Work, What We Do
We thrive on innovation and turning ideas into action. Anyone can be an inventor and an innovator.
When Roberto S. joined ADP, he never imagined how far he’d “Roll.”
He started his ADP journey by working as a Machine Learning Engineer. In May 2022, he moved from the Brazil Labs to the Innovation Lab in Roseland and was awarded the ADP 2022 Inventor of the Year.
ADP’s Inventor of the Year recognizes an associate who develops products with great features. Tech associates submit a summary of the invention to the ADP Patient Program, providing a unique solution to a challenge.
Roll is the first digital AI/ML HCM solution for small businesses, offering payroll, time and attendance, and more. Everything a small business needs for running HR & payroll in a simple chat-based mobile application. Roberto’s patents have driven Roll from an idea on a whiteboard to a real in-market offering.
“Roberto’s contributions to ADP and, specifically, Roll, has been invaluable, and how he focuses on driving technology forward and innovating to create new technology makes him so successful,” Roberto Masiero, SVP of Innovation, said. “It’s no surprise he’s been named the Inventor of the Year!”
ADP recognizes the hard work and innovative efforts that go into filing a patent application. Every inventor named on a patent application receives a monetary award for each utility and each design. Roberto was chosen based on his contributions, providing technically detailed and sound documentation.
Machine Learning in Roll
The machine learning models Roberto designed for Roll use a chat interface to interact with clients. In the process, Roberto and his team developed a variety of NLPS (Natural Language Processing) technologies for Roll in the intent classification, questioning, and answering domains.
On a weekly basis, the team meets to discuss strategic and tactical developmental ideas for Roll, including a technical paper reading session, in which they collectively brainstorm ideas to help make a better application.
“Developing technologies for Roll is a never-ending process of asking questions and learning,” Roberto said. “This is a team effort. I’m only the messenger and sometimes the guy poking everybody with links and technical articles.” On the team, he gives kudos to Guilherme G., Roberto C., Carlos N., and Juliano V.
The Team’s Patent Process
Roberto sees the patent process as a method to transform ideas into a formal document that will increase ADP’s innovative power on the market. “There is always a great team working behind the scenes to help engineers describe a solution and ensure this initial description will make it to a patent, with all the legal aspects covered,” Roberto said.
As the Inventor of the Year, Roberto encourages other inventors to keep in touch with the patent team to understand the process and give their ideas a try.
Advice for Technologists
“My career journey has been a remarkable, fun 5-year ride at ADP,” Roberto said. “If you’re considering a tech career, I’d encourage you to apply to ADP because this is where you can bring your ideas forward, receive feedback, and try new things.”
Transformation is at the heart of what makes ADP unique. With innovation rooted in our values, ADP continues to provide opportunities such as our patent program, showcasing ideas from associates at all levels.
“It is always important to ask yourself how the idea will benefit ADP,” Roberto said. “Keep your minds open and study new areas and domains. Sometimes the innovation happens in the intersection of domains of expertise!”
#MachineLearning #MachineLearning #HCM #Technologists #Roll #Inventor
Click here to search for your next move, and visit Who We Hire.
Innovation, Tech Trends, Career Insights
As a leader in the industry that collects a wide range of data from employees, we ensure the information is safe with us.
Say you met a technologist at a hackathon and want to connect with the person more. Instead of exchanging business cards like before, you’ll likely pull out your phone and exchange information digitally.
From LinkedIn profiles, Instagram usernames, hometown, and family relationships to mentions in articles from years ago, the internet and digital world do not erase one’s footprints in most cases.
With all information and data becoming digitalized in the 21st century, it’s time to utilize them in a way that’s never been done before. Data is not just your social media photo or where you went for vacation; it can be numbers and confidential information from financial to hospital records.
We recently had the opportunity to speak with Xiaojing W., our Distinguished Engineer who advocates for data privacy and user-respectful interactions. She shared with us some ways she keeps applications safe and secured at ADP.
Why Data Privacy is important
By Xiaojing W., Distinguished Engineer
On September 7, 2017, a consumer credit reporting agency announced that it had breached the data of approximately 143 million U.S. consumers, including customers’ names, dates of birth, social security, driver’s license, and credit card numbers. These incidents resulted in a loss of consumer trust, therefore, future business opportunities.
ADP takes pride in building applications that put customers’ privacy first with holistic security and privacy practices. In fact, our Chief Data Officer developed a holistic privacy framework instilling the privacy culture and centrally managing the practices in daily data operations.
Here are some of our methods:
When it comes to creating a trusting experience for users, we have five best practices to share:
With over 1M clients (about the population of Delaware in the United States), ADP pays more than 38M workers worldwide (about the population of California in the United States), and just in the US alone, we reach nearly 20% of the private US workforce.
As a leader in the industry that collects a wide range of data from employees, we make sure the information is safe with us. At the same time, we pay attention to the design process, ensuring a safe, user-friendly experience for everyone involved.
Here are five design patterns for creating user-respectful and privacy-aware interactions:
Tech Trend: All about Data
Data is always changing, which means more people want ways to keep their information private. This has led to the development of new techniques that preserve user information in large datasets.
Here are four types of technologies that are getting attention in the industry:
You may ask, how does the new landscape in data privacy change our product design thinking?
To better understand our clients and the needs of their employees, we must have a comprehensive view of who they are (i.e., profile data) and what they do, and how that impacts their day-to-day (i.e. behavior).
By following HBR‘s new data privacy rules, our products will empower users with trustworthy technology solutions.
Our private permissioned blockchain also safeguards highly sensitive personal data while simultaneously allowing individuals complete control. This innovative technology enables ADP to craft new products and services that benefit employees and clients.
Closing Thoughts
Data privacy isn’t the Privacy Officers’ job; it’s a collective responsibility. As engineers who are often tasked with the technical aspects of securing sensitive data, we must understand the landscape of privacy-enhancing tools and technologies.
Keep in mind that we must stay up to date with the changes in the data industry as our users trust us with their information. Taking care of the trust and protecting the data should be everyone’s top priority.
#Data #DataPrivacy #WomeninStem #Automation #UserExperience
Click here to search for your next move, and visit Who We Hire.
Career Development, Voice of Our People, Career Advice
Whether you are networking to expand your connections, interviewing, or having a career discussion with a mentor, create the best experience possible.
Forrest Gump Teaches Everything That Matters About Networking
By Liz Gelb-O’Connor, Global Head of Employer Brand & Marketing
Earlier this fall, I had the pleasure of attending one of ADP’s HR Master Classes led by Jason Delserro, our Chief Talent Acquisition Officer. The class was a quick thirty minutes and presented incredibly useful tips on intentional networking. All fast and insightful tips presented under the context of lessons learned from Forrest Gump.
Most people have seen the 1994 Academy award-winning movie featuring a younger Tom Hanks. Not only does Forrest extend himself to strangers, but he greets his old friend Dan with the exuberance he feels based on what he perceives as the value of their relationship. Because of Forrest, Dan ends up in a much better place. Forrest goes on to inspire millions with his run across the country.
There is something so simple yet powerful about how Forrest sees and interacts with the world and draws people in. Whether connecting with new people to expand our personal networks, requesting an exploratory discussion about current or future career opportunities, or actively interviewing for a new job, how can we harness the same magical power and incorporate it into successful and enriching interactions?
Reinforced during the talk was the intentional nature of great networking, including a cognitive exchange of ideas and information between people, leveraging commonality, special interests, and/or opportunity.
Four Questions suggested that you should ask yourself before networking or interviewing:
Here are some common pitfalls Jason mentioned that people should be aware of, especially when meeting with senior leaders or in the context of career discussions. Just remember, preparation and effort pay off in forming positive and lasting impressions.
Things to avoid:
Researching a person you plan to meet with can be quick and effective. Use LinkedIn and study the profile of the person you are meeting before connecting or interviewing. Pro tip: They can see who has viewed their profile and will know you invested the time. For internal resources on colleagues, look at internal collaboration portals and internal profiles. If you are meeting with an executive, they might have been featured in company videos or blogs. Review their work.
Whether leveraging a LinkedIn profile, article, or even their Instagram account, a well-placed comment or observation can go a long way in making a meaningful connection and creating commonality.
To summarize, whether you are networking to expand your personal connections, interviewing, having a career discussion with a mentor, or just someone willing to give you thirty minutes of their time, create the best experience possible.
Remember to do these things:
Based on Jason’s advice, it’s that simple. Or, to quote Forrest, “That’s all he has to say about that.”
Click here to search for your next move, and visit Who We Hire.
Life @ ADP, Career Advice, What We Do
A podcast episode for rising seniors looking for internships and first jobs. Come to the ADP booth and learn about the six-week extended GPT Development Program.
Life@ADP Season 2 Episode 2: No One Ever Forgets Their First Job.
And…caps off, class of 2022, congratulations!
For rising seniors, it’s your turn to walk across the stage next year. Not sure about where to begin your career? Are you looking for a place to grow and apply learned knowledge? We recorded a podcast episode for you.
Our hosts invited Lisa S., Senior Director of Talent Acquisition, on the most recent podcast episode to share insights for undergraduates and master’s students looking for an internship before entering the professional world.
In the podcast episode, Lisa introduced the Global Product and Technology Development Program, a training program designed for students to connect and learn from tech professionals at ADP.
“The students will go through a full-time, ten-week internship program with us in the summer. They will get an opportunity to work on meaningful projects, delivering results to showcase if they are a good fit for our organization,” said Lisa. “We have an amazing opportunity for software engineering and computer science major students.”
The goal of the internship is to convert the students to full-time hires through Global Product and Technology Development Program, a six-week training to begin their career at ADP. You will also hear Lisa’s advice for candidates attending fall campus recruiting events. Listen to the full episode now.
Here are three tips from our campus recruiters:
#1 Add Keywords to your Resumes
Make sure you read every job description carefully and select the exact keywords for your resumes. Using the same keywords will make your profile stand out, recognizing a match and listing you as a top match.
#2 Practice your 30-second Elevator Pitch
You may only have 30 seconds to make a first impression, so come prepared! What defines you? What are your strengths? What roles are you interested in learning? Your elevator pitch will help recruiters remember who you are and what you are looking for in the company.
#3 Do Your Research
Recruiters know when you’ve done your homework! Come with a list of questions to show your interest. Make sure to view the current job openings and register (if any) before attending an event.
Apply these tips as you prep for the upcoming recruiting events. If you attend this year’s Grace Hopper Celebration, bring a copy of your resume, and stop by ADP’s booth. Let’s connect!
Interested in our Campus programs or ready to start your next chapter?
We give the students the tools and technology they need to succeed. The recruiters don’t expect interns to know the same programming language or tech stack. We are proud to support every individual through the learning process and are here to provide growth opportunities. Have no fear!
Life @ ADP is available on iTunes, Spotify, Google, iHeartRadio, and Amazon Music.
Further reading: Career Fair: Perseverance is the Key in Job Hunting.
Voice of Our People, Career Advice, Career Insights
Data Science is perfect for you if you enjoy storytelling and solving complex problems with data.
Is Data Science the Right Career for You?
By Mark P., Lead Data Scientist, Product Development DataCloud
As a Data Scientist at ADP, I use workforce data to tell stories, using curiosity to analyze and display the data. In this blog, I’ll share my observations of experiences and trends in the growing field of data science.
According to the U.S. Bureau of Labor Statistics, data science will continue to grow, and the number of jobs is estimated to increase by 28% through 2026. In other words, data scientists are in demand, and our role will continue to impact many industries.
What comes to mind when you hear “data science”? Numbers and graphs? Machine learning and big data?
Let’s dive into a quick definition.
What is Data Science?
My perspective on data science was shaped years ago. People started referring to themselves as data scientists and posting jobs for “data scientists” around the same time that machine learning with big data was spreading to industries and companies beyond tech.
I view data science as the methodical analysis of an extensive dataset to understand a subject of interest. Machine learning is a powerful means of such analysis, but not the only one. I focus on a different area, writing query code and dynamic calculations to produce interactive visualizations. To me, the significance of big data is more of a spectrum than a boundary. Science is a systematic study for understanding, and we can understand things with smaller amounts of data too. But big data like ADP has made the insights and applications deeper and more reliable.
Pragmatically speaking, data science can be whatever an employer considers it and communicates through the specific skills they seek. No definition of data science can replace an employer’s expectations, the candidate’s expression of their experience, and conversations about career fit and advancement. With evolving technologies and models, there are a growing number of opportunities in this career. As a Data Scientist at ADP, it is certainly rewarding to have occupational, organizational, and demographic facts on over 30 million US workers to explore – anonymized of course!
Top Trends in Data Science
Currently, two of the most visible trends in data science are cloud-based development and the advanced application of natural language processing (NLP).
Cloud-based platforms and services such as Amazon Web Services and Databricks make it easier to source data, develop analyses and models, collaborate with colleagues, and deploy products. We work closely with these partners and have often spurred innovation in their products as we expand our capabilities.
NLP has many current and potential applications in human capital management, including client support, occupation and skill classification, job posting development, and candidate recruitment. Since jobs are diverse, overlapping, and constantly evolving, building and maintaining comprehensive, systematic knowledge can be challenging. NLP can make our solutions more scalable and data-driven than classifications created by human experts alone.
Day in the Life as a Data Scientist
My research on restaurant employment and wages during the COVID-19 pandemic represents many common day-to-day components of data science work. While it is well-known restaurants were one of the most heavily impacted industries, ADP data shows some cities fared better than others. You can see this in the 18-month employment trends for 3 of the largest 50 US metros.
Visualizations like these are the tip of the iceberg: the most visible part of the work requires much more underneath. In addition to conceiving and developing metrics, models, and graphics to create knowledge, data scientists need to find good data sources and write code to retrieve and process their information. They need to understand the limitations of their sources – things like sample bias, predictive labels, outright errors – and communicate and correct them.
And data scientists need to query people as well as data! For example, interviewing local restaurant association executives for their expert perspectives and calling US Bureau of Labor Statistics economists to discuss statistical methods.
How can I gain experience in Data Science?
If you are interested in data science, you can find a ton of resources, including boot camps, online courses, Medium articles, and YouTube videos. If you look up #datascience on TikTok, it has 89 million views! Of course, classes are a great way to acquire vital education, but they can be a significant investment in time and money. You may wish to test your interest with a project that involves either a question you’d like to answer or a problem you’d like to solve. You’ll gain not only motivation but also a proof point to share with potential employers.
As an example, when 2020 presidential candidate Andrew Yang proposed a universal basic income, I was curious to know who might benefit from $1k a month and how to quantify the benefits objectively. I searched for household spending data, turned up relevant data and code from the Bureau of Labor Statistics, and then used free versions of SAS and Tableau to create a public dashboard to answer that question.
I’d advise anyone interested in data science to follow their curiosity and search the web for public data and free tools. You’ll face technical challenges along the way, but sites like W3 Schools and Stack Overflow can help you tackle them as they arise. Of course, many people prefer the structure of classes to an open-ended, “many-options-no-right-answer” type of project. The former is fine – but if you can take the leap and try the latter, you’ll gain a good experience of what real-world work is often like!
Final Thoughts
Data Science is a great option if you can:
Three self-examination questions for Data Scientists interested in ADP:
Interested in a career in Data Science? Let’s work together!
Learn more about working at ADP here and our current openings.
Diversity, Equity, and Inclusion
Whether it is Women’s month, Pride month, or every month over, under, or in-between our personal lives and our professional lives, every moment matters. You matter.
My ADP Coming-Out Story
By Taylor L.M., Information Security Project Manager
Woman. Femme. Queer. Daughter. Wife. Mother (of two). Sister (of seven). Friend. High school drop-out and Wellesley College graduate. Political science major. Data Security Professional.
I proudly shared everything listed above except for the queer part when I started working at ADP nearly eight years ago. That’s not to say I didn’t celebrate everyone else’s “out” statuses. I was in ADP’s Pride Business Resource Group (BRG), where I walked in parades. I rejoiced when we won Obergefell v. Hodges and laughed hysterically with friends when Melissa Ethridge handed Ellen a toaster oven. Yet I continued to “hide” that part of myself in the corporate environment. I was in a relationship with a man, so most assumed, and no one asked. When that relationship didn’t work out, I began dating a woman. I just switched her pronouns to him. But that little omission began to feel like a lie, especially as our relationship grew more serious.
Although I knew ADP supported the community and made huge cultural and legal strides, I was still afraid. I was afraid my co-workers would see me differently – afraid my team would wonder why I had been keeping this secret. Mostly I was afraid that my experience didn’t really “count.”
Did I deserve to be a member of this community that I was simultaneously supporting and keeping at arms-length? In hiding who I was, would people think I had been ashamed before I told the truth, even as I had rallied alongside this community and stood up for their and our beliefs? Had I somehow been complicit in the negativity, ignorance, and distrust of those who do not support us?
I no longer wanted to hide when I fell crazy, madly, deeply in love with Jennie. I wanted to stand up and shout to the rooftops. I wanted to bring my whole, authentic self to work. To be clear, I didn’t climb on the roof at Windward Parkway (don’t do this, it’s dangerous, and you will likely end up hospitalized or in jail). Instead, I chose to take incremental steps to test the waters, as they say. I started by telling one person, then another. I gradually changed he/him pronouns to she/her pronouns in conversations. I showed up at our team’s holiday party with Jennie on my arm.
Jennie and I got married last September, and I proudly displayed one of our wedding pictures on my laptop. Every time I screen-share, I share the bliss of two people in love. I never did see a raised eyebrow, a smirk, nor detected a micro-aggression. That’s not to say that those things don’t still happen all over the place. If you or someone you know is facing discrimination at work, research your rights and get help.
I’m glad to share that my experience of “coming out” at ADP has always been met with kindness and acceptance. We live in a time when labels can be ascribed to all of us – each is a unique, complex human, yet we are all the same. We struggle. We rejoice. We feel pain. We feel joy. We heal from the past, and we look to a brighter future. More than anything, we all love and seek to be loved in return. In this journey, I’ve learned that every experience counts. Every step I took made me feel better than the one before it. I could have stopped anywhere on that progression, and the outcome would have been the same: I belong, and so do you.
Whether you are “out” to one or all, not yet ready, or a faithful ally – you too belong. Everyone who celebrates love has a role in our community and this movement. Whether it is Women’s month, Pride month, or every month over, under, or in-between our personal lives and our professional lives, every moment matters. You matter. (And our community is always giving out free toaster ovens.)
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