Career questions tagged data-analytics-data-visualization
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?
What are the most common pitfalls when working with time series data?
What are the most common pitfalls when working with time series data?
why is python considered essential for data science?
Why is Python considered essential for data science?
what are the long term impact for business analyst major also what is a major I can pick up to make myself more valuable?
I am a current sophomore I originally chose to persue this career to be a sports analyst it was a more diverse major and not so sports concentrated I haven't gotten into my major classes yet but I feel this is a good fit I also want to get the most out of college so what is a major or certification to pick up
Business path and your story in it?
Hey! I am a first-student at UC Davis looking forward to interning in areas within the business field. Any tips on finding websites for internships? Also if you're in the business field, I would love to hear more about your story and how you got to where you are now. ie what internships and things you did to score/land your job in where you are now. Thank you!
Is it best to explore career options in computer science or marine biology?
I was accepted into a computer science program but I really like marine science and data science and was wondering if there is a way to combine them or if it's best to just explore career options in either computer science or marine science in terms of a bachelors degree?
How to get into an REU as a first year college student?
I'm looking to get into a summer REU for bioinformatics or data analytics and I was wondering if anyone had any tips to get into one of these programs as a first year student?
Should I focus on Embedded Systems or Data science/analytics?
I'm studying computer engineering in my 2nd year, and in the summer I'll be applying for a co-op. I've done my research and it appears that embedded systems has a steeper learning curve and barrier to entry than let's say data analytics. Both are not easy, but getting an internship as a data analyst looks more approachable. Both are also interesting to me, although embedded looks more hands on and engaging. Thoughts?
Which ai or quantum computing good for developing country?
How can quantum computing help a developing country like Ethiopia. Is it better to focus on ai or quantum computing for developing country. If you choose one what can be done by it? Help the country
How can I start a career in the blockchain sector after studying finance?
I love finance and the investment sector. Also, I love technology like artificial intelligence and blockchain, so I would like to work in finance-related work that is also related to artificial intelligence and blockchain.