Career questions tagged data-analytics-data-visualization
What are the best starting and entry level roles for a graduate in Business Analytics And, how do I find these opportunities other than LinkedIn??
I am interested in sports analytics (played tennis in High School). My main ambition is to do something helpful for our world. Other areas of interest include: Our oceans and beaches; space; marketing; entertainment; healthcare. All areas where I feel I can apply my knowledge.
how should I prepare for data analyst or creative tech roles?
Recent Master’s graduate in Computer Science, struggling to get selected
Junior Data Engineer vs Data Analyst / Analytics Engineer — which is a better entry path for me?
Hello everyone, I’m seeking guidance on choosing the right entry-level data career path. I want to understand whether preparing for junior Data Engineer roles would be a better option for me compared to Data Analyst or Analytics Engineer roles, especially in terms of getting an entry-level/junior role more easily. My background: B.Sc. in Electronics and communications (graduated in 2020) Volunteered full-time at a non-profit organization since 2021 Last 2 years: managing events, handling emails, and maintaining Excel spreadsheets (tracking data, coordination, reporting) I currently have a career gap in terms of formal industry roles and want to transition into the data field. I’m open to learning required technical skills and building projects. My questions: Is aiming for a junior Data Engineer role more realistic than Data Analyst or Analytics Engineer roles for someone with my background? Which role has a lower entry barrier for freshers or career switchers? What learning path would you recommend based on my experience? Any advice would be greatly appreciated. Thank you!
How can I build a Data Analyst portfolio and gain experience as a Community College student without CPT eligibility?
I am currently learning SQL, Power BI. Could you advise: What kind of independent data projects (using Kaggle or public datasets) impress recruiters the most for entry-level roles? Are there any on-campus departments (like Admissions, Finance, or Student Success) that typically allow students to help with data entry or basic analysis? How should I structure my GitHub or Portfolio website to stand out to employers once I transfer to a 4-year university? Thank you!
As a Data Analyst, how long did it take for you to get to this position?
I wonder how much schooling and education as well as certifications I would need.
As a Data Analyst What's something that really made you realize what job you want to do?
I am a student wondering what it takes to become a Data analyst
What is the best way that I could gain experience to become a sports analyst ?
internships, opportunities,
What would a career in data science look like?
I'm a HS Junior and I love data representation and statistics, making lists, etc, so I'm considering going into data analytics/data science, but I'm not sure what a career in that field would actually look like.
How can I prepare and strategize to land an internship in Analytics Engineering?
I’m trying to break into Analytics Engineering and would appreciate guidance. I have a 5-year educational gap, but during that time I worked in a non-profit organization. Now I want to transition into this field and I’m aiming for at least an internship to start. What should I focus on learning , and what strategies/projects would help me stand out despite my gap? Any tips on building a portfolio or presenting myself better to recruiters would mean a lot.
Which BI tools are in demand in 2025 Planning to learn dbt → Power BI — need advice on the best niche and next steps?
I'm aiming to build a career in Business Intelligence. Given how competitive the job market is right now, I’ve decided to learn dbt and Power BI to strengthen my profile and understand the modern data stack better. I come from a non-technical background with a gap after graduation, but I’ve started learning SQL and want to focus fully on the BI side of things—dashboards, reporting, insights, etc. I'm curious to know: 1. How many BI tools are actively used in the current market? 2. Which BI tools are most valuable to learn in 2025? 3. What niche/role within BI makes sense for someone starting out like me and for professional career in future ? Would love any advice from professionals already working in BI—your suggestions will help me shape a clear roadmap. Thank you!
Which career Option should I go for (Space planning/ psychology/ Data analysis)?
I want to move abroad (specifically to uk (or any other European country) / any gulf country or maybe japan). I mean not just move but actually LIVE there , how it should be lived (comfortably) But for that , I need money. I can't just unrealistically dream of travelling the world on my parents money, they are no billionaires. Also my parents won't just let me wander around like a vagabond without a specific reason, so career can be my golden ticket . But I am confused with which carrier should I go for, i have narrowed down to 3 possible paths: Design: interior design/ architecture/ urban planning and landscape architecture (as I am drivin by aesthetic and passion) Or should I do islamic psychology: as this would feed my soul and would Make me a better human and a muslim (which is the most important thing) Or should I continue with my cs degree (in which I have the least interest) and go in Data Analysis field to gain financial security . { I also like the thought of being a businesswoman but I don't have any specific business in mind. } And I have to do all this before the topic of my marriage hits which is almost 5 years from now. Can someone please give me a reality check if I am being unrealistic or a piece of advice that would actually help me in my life!
Best IT certs for someone from non-tech background with a 4-year gap ?
Best IT certs for someone from non-tech background with a 4-year gap ? I’m from a non-technical background and I’ve got about a 4-year education gap. I really want to get into the IT field but not sure where to start or what kind of certifications would actually help me land a job in next 6-8 months. I’m kind of interested in data fields. Any beginner-friendly certs or career paths you’d recommend for someone like me? I’m ready to put in the work, just need some solid direction. Thanks in advance!
What is the best way to learn dbt?
I’ve decided to start with DBT as my first tool in the data field. If there’s anything important I should know before diving in, or if you have any suggestions or tips about learning DBT, I’d really appreciate your input. You’re very welcome to share any advice!
In 2025, which is better to learn as a beginner in the data field—DBT or Power BI ?
Which one has more demand and job opportunities in the current market?
Becoming a PowerBI Analyst in 2025 — STILL Worth it?
What is the market value today in 2025 for PowerBI analyst/dev/consultant and for bussiness intelligence analyst in India. Is it safe for a fresher with a 5 yrs age gap of education to dive into this field for jobs? What are the chances rate or percentage to get jobs in this field as of the current market state ? I would greatly appreciate your insights on this matter.
Is an internship in an unrelated domain always better than no internship at all?
I am a freshman student pursuing a Bachelor of Science degree in Data Science. I'm currently working on developing my programming skills via various MOOCs and also doing personal projects so I can start applying to good internships related to my field of data science and machine learning in a few months. Our college placement cell is always offering "internships" to students, they are mostly in the categories of either sales related (where we have to call people and inform them about a particular product generating leads) or academic counsellor positions in various colleges in our vicinity. I am very introverted and these kinds of roles do not generally suit me and mostly just stress me out. So coming to my question, while I develop my skills for a proper data science related internship, are these other internships even valuable to pursue, or are they probably just a waste of my time which I could divert elsewhere? (like upskilling in data science areas, or maybe just relaxing to avoid potential burnout)
How would you go about transitioning from a career in accounting to a career in data analytics?
I'm finishing up my bachelor's degree in accounting, but I'm considering transitioning to a career in data analytics. I'm considering getting my master's degree in data analytics. I would love to hear your story about how you transitioned from accounting to data analytics. Thank you!
As someone who wakes up early every day to support my family, works hard to save for college, and is passionate about leadership and business, how can I stay consistent and avoid burnout while chasing my big dreams? What advice do you have for staying focused and motivated when life feels heavy but the goals are important?
I’m a high school senior graduating this May, and I’ve been working hard to prepare for college while also helping my family. Every morning I wake up at 5 AM to take my mom to work before heading to school myself. On top of school, I’m involved in leadership programs like Civic Leadership Academy and the Bank of America Leadership Program because I’m passionate about business, leadership, and making a difference. I’ve also taken on projects like organizing a school supply drive to support other students in my community. Even with these responsibilities, I’m working, saving money, and applying for scholarships to help ease the financial stress of college. Sometimes it feels like I’m juggling so much at once, and I worry about burnout, but I’m committed to my goals. I would love advice from someone who understands what it feels like to carry a lot on their plate while chasing something bigger for themselves and their family. How do you stay consistent, take care of yourself, and keep showing up when the journey gets tough?
Is becoming a data analyst worth it?
My major is Data Analytics and I have about one more year before I graduate. I don't love data but I heard this is a good career. It seems every business could use a data analyst.
What resources/materials were invaluable on your journey to becoming Data Analyst/Scientist?
Currently, I’m doing research on the best materials for studying Data Analytics/Science. I’m keep seeing recommendations for courses from Google and IBM and book “ Practical Statistics for Data Scientists”. Are they really that good and important? What would you recommend me on my journey? Any books/courses? Anything else that you think is underrated and would help me to out stand in the current job market? Thank you!
How can I get into the sports field as a data analyst? #Spring25
I have an interest in statistics and a strong passion for sports. With dreams of becoming a data analyst for a sports organization some day, how can I land a career similar to Peter Brand from the movie "Moneyball"?
Is a career in Data Science still worth it?
I’m interested in data science, but unsure if it’s still worth a try with the AI, job cuts and competition. I keep seeing news about CEOs saying AI will replace people and do all the work. The layoffs also make me doubt if I should pursue this career.
Which path should i choose?
I have completed degree in electrical and electronics then add on course in EMBEDDED SYSTEMS and DATA SCIENCE. While now i'm in dilemma where should start my career in embedded or data.
How can I get my first data analysis job?
How can I get a job as a data analyst? I have a degree in computer science and I have Google Data Analytics Certificate and have experience as a website designer and volunteer data analyst with an NGO.
Can you help me find a suitable career?
I am confused about choosing between Creative & Design-Oriented Careers and Analytical & Data-Oriented Careers. As a high school graduate, I was completely unsure of what to pursue, so I opted for a CS major. Later, I realized I have no interest in Java, C++, or Operating Systems. However, if I were forced to choose my favorite programming languages after three years, they would be R and Python. My favorite subjects remain Statistics and Math. Here are a few things about me: 1. I have been good with numbers since childhood. 2. I am naturally good at drawing, with a steadier hand than most people I’ve seen sketching or drawing. I’ve never put effort into improving my drawing skills, yet I am better at it than most. 3. I love creating spaces. Although I am not an architect, I constantly think about how I would design a building, house, or neighborhood if I were one. I want to follow my passion, but I also want to earn a handsome income. My current path doesn’t feel right to me—it’s like I’m just trying to fit in, and I never feel motivated to work hard for it. I don’t know where to start or what skills to learn that would complement my future career goals. People often advise me to learn skills and excel at them, but I’m not sure which skills align with my interests and aspirations.
Data analyst or SalesForce Platform Developer?
How can I effectively transition into a data analyst role with my master's degree in IT and Tableau Desktop certification? What specific skills or experiences should I focus on developing to strengthen my application? Additionally, I’m contemplating whether pursuing a career as a Salesforce developer might be a better fit. Which field is likely to offer faster job opportunities, and what are the key differences between these two paths in terms of career growth and alignment with my background and goals?
Do I really need to know statistics for data mining ?
I'm taking classes at online university that I work at. I hate the statistic formulas and the different verbiage I have to know, I feel like it doesn't match with entry level job in data mining.
What can you do with the combination Data Analytics and Cyber security?
I previously started a career in Cybersecurity and networking and i have gone a distance in that path but recently i got an opportunity to learn data analytics, which i have started. So i want to know where both fields connect and what i can do with them and if i should just stick to one field or i should manage both.
Difference between different specializations in data science?
Currently I'm interested in learning more about data science. So I was wondering about the different specializations in data science such as NPL or computer vision. And what careers might be in these specializations.
What is the importance of trees in data structures, and where are they commonly used?
What is the importance of trees in data structures, and where are they commonly used?