Career questions tagged data-analysis
How much experience do you need to be a Data Analyst? Can someone at an entry level do this job? ?
I wonder what level I need to achieve before being able to pursue this job.
What was something you struggled with when you first started as a Data Analyst? ?
I am student researching different careers, and I would like to know more about the role of a Data Analyst.
What is the best way that I could gain experience to become a sports analyst ?
internships, opportunities,
I do not know? How to get a job?
I don't know how to choose a career. I think a social science career would be easy for me, but I also think I could be an AI engineer or a data analyst.
Preparing for a Master’s in International Relations with a Computer Science background
Hi, I am pursuing a Bachelor’s degree in Computer Science but I want to shift to International Relations (IR) for my Master’s. Since I am from a CS background, what skills or subjects should I start learning now to prepare for IR (languages, politics, history, economics, writing, etc.)? How can I gain relevant exposure while still in college (like volunteering, internships, Model UN, research, etc.) to strengthen my profile? Is it possible to combine tech + IR in any way (like cybersecurity in international security, data analysis in diplomacy, etc.)? I’d love to hear from anyone who has studied IR or works in this field. Your guidance would really help 🙌🏻
Request for Career Advice: Data Analyst vs. Financial Researcher Path?
I completed my undergraduate studies in Economics at an ordinary university. Through hard work, I was admitted to a prestigious university for my master’s degree, which is an excellent institution. However, after enrolling, I realized that most of my classmates had studied at top universities for their bachelor’s degrees, so my background feels somewhat less competitive in comparison. Currently, I am pursuing a master’s degree in Applied Statistics, and I will be entering the job market next year. At this stage, I feel rather uncertain about my career path—whether I should become a data analyst or a financial researcher. I am not sure if my current abilities are strong enough, nor do I know what specific skills I should focus on developing to make myself more qualified for these roles. Another concern is that I have no work experience so far. When I apply for internships related to these positions, I am often rejected due to my lack of prior experience. This situation makes me feel even more anxious about my future career development.
Specialize in Feature Monetization Analytics for SaaS, or Start with General Data Analytics?
Hi everyone, I’m just starting out in data analytics and I really like the idea of working on SaaS products, especially in areas like feature usage and how those features help make money. I’m not sure what’s a smarter move for landing my first job: Should I do a general data analytics course, try to get any analytics job I can find (even if it’s not about SaaS or product features), and just get some experience? Or should I pick a specific path, like really focusing on SaaS, learning all about feature and monetization analytics, and then only apply to jobs in that niche? What’s worked for you or people you know? Is it better to get broad experience first, or does specializing early help you get interviews in your target area faster? I would love to hear any advice.. thanks 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!
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 are the best resources/platform to learn and practice SQL specifically for preparing to work with dbt (Data Build Tool) ?
Would love to hear from anyone who's already working in this field or has gone through the learning process. Your suggestions and experiences would be really helpful.. thank you in advance! 😊
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!
What minor should I add?
I am currently an Information Technology major and want to go into Data Analytics in the fashion industry. My school doesn't offer fashion, so I was wondering if anyone had ideas for minors I could take. Thank you!
What should I do if m 23 years old girl and a second year data analyst student and will graduate next year but not interested in the field?
I am an international student, when I was at my home country I enrolled in software engineering for 2 years and after that I quit because I got scholarship to come to italy, but then the field is kind of the same for me and I am really struggling to keep going. I was a natural science student and the top of the school when I was in highschool so I know I have potential. I am from a very rural country and didn't get the chance to know even a little about tech and computers. Now I am stuck. And the fact that I wasted 4 years without getting any skills that helps my future is freaking me out.
What Projects Should I Add to My Resume? - Completed a Data Science Course but Not Getting Interview Calls
I'm a recent graduate who has completed a comprehensive data science course covering Python, SQL, machine learning, and data visualization. Despite this, I'm struggling to get my resume shortlisted for data analyst and data scientist roles. Could you suggest the types of projects I should undertake and include on my resume to better showcase my skills and improve my chances of landing interviews? Any advice on how to structure these projects or present them on my resume would also be greatly appreciated. Thank you for your guidance!
What is the most rewarding thing about being a data analyst #Spring25?
I want my work to be meaningful and I also don't want AI taking over most, if not all, tech jobs.
What careers can I look into as a digital marketing major?
I'm a college freshman, and the most common answer I get is "social media manager," but I'm looking for other options too. What are some other career opportunities, in either marketing or digital marketing? Are there any careers I can pursue that involve analyzing consumer data and activity?
What are some common career paths for economics graduates, and what skills are most in demand ? How can I gain valuable experience in Econometrics?
I am a junior in college majoring in Business Economics with a minor in global business and a certificate in business data analytics. I have completed 2 study abroad experiences. I am in my university's honor's program.
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"?
What are the top skills required for a successful data scientist, and how can I develop them to advance my career in this field?
What are the top skills required for a successful data scientist, and how can I develop them to advance my career in this field as a student in the college
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.
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 opportunities are available for those with degrees in business administration ?
I have graduated from business administration this June and despite my experience in HR and marketing, I still do not know which path I should follow for my future career. I am now thinking about doing my master in data related majors, though, I do not have any experience and I am not sure if I am late to follow data path since I did not take any related courses in my bachelor. I need some guidance about the opportunities that a business administration graduate can catch.
Reqiure career guidence for a Individual with Prior QA looking to find a job in Analytics?
Hi i.m an international student graduated from UAB masters in data science. I worked as a quality analyst for fedex prior to my masters . While working as a QA my interest in the BA and DA position grew how they work and started gaining knowledge in it and motivated me to pursue my masters. Now after completing my masters its become really hard to find a job as both BA and DA. I have worked on python, R and tableau projects and put that in the resume but it doesnot help. i dont have experience as a data analyst. What should i do?
How do I find a mentor and begin my interest in Data analysis ?
I am a college student studying applied mathematics but I have interest in Data analysis. I will love to know how I can combine the two together without it affecting my studies .
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