Career questions tagged data-science
How Can I Find a Mentor to Improve My SQL for Analytics Engineering roles?
Hi everyone, I’m preparing for analytics engineering roles and looking for mentorship in intermediate-level SQL. I want to strengthen self joins, subqueries, window functions, case-based interview problems etc. If anyone working in analytics engineering, BI, or data field is open to guiding or reviewing practice queries, I’d truly appreciate the support. Thank you!
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.
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!
What to choose for my master What options I can get with my background for my master? How can I choose subjects keeping my all interest alligned??
I am a 26 year old female from India, my education background are as follow: 1. Graduated school in 2019 with science (physics, chemistry, maths, biology) with 67% 2. Graduated college in August, 2022 (2019-2022) in Bsc Economics (minor in maths and statistics) with 7.34 CGPA from Asutosh College, Kolkata (under Calcutta University) 3. I tried for going Canada to do a diploma in business development management but failed due to financial and other external problems. 4. I started preparing for Banking Exams from December, 2022. 5. I started an accountancy course from April, 2023 to May 2024 along with Banking Exams preperation. 6. When I saw I was not getting any closer I left banking exam preperation on September, 2024. 7. I started a data analysis course on October, 2024 and its still going on. 8. I also started working as a receptionist at a CA firm from January, 2025. 9. From September, 2025 I started a data analyst internship which ended on January, 2026. 10. I am doing the data analysis course along with working so its taking time to finish. 11. I prefer a practical heavy subject rather than theory heavy. 12. I want to start earning right after my master's graduation. 13. Also I want to keep my options open for public policy or pdh from abroad.
Optimized path way to become a data scientist?
I am currently a college student and passionate about machine learning and automating tasks with AI. What is the best optimized path way to become a data scientist and AI engineer.
What are the best online resources that I can use to develop the skills necessary for a career in data science?
I am a senior in high school, and I am interested in majoring in statistics, and my goal is to land a job in data science.
How can I build confidence, gain research experience, and access strong opportunities in fields like Neuroscience and Data Science—especially when I’m starting with little background and attending a small private university with limited resources?
Did you know much about research and its process before you started? And how did you ensure getting research opportunities throughout college? I feel like I’m going into this with little to no background information, and it’s definitely hitting my confidence a bit. I’m very open to learning more and really want more exposure to that environment as someone interested in Neuroscience and Data Science. I also have another question: what are some methods you used to access as many resources and opportunities as possible? I am currently attending a small private university and am starting to get worried about the different resources and opportunities that I may have access to. However, I do not want this to be the excuse as to why I couldn’t acquire as many opportunities as I wish I could, accessible or not. I may seem overly ambitious, but I truly believe there is still so much I can do and I have the potential to make it a reality.
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.
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 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.
If a problem arises while you work on a technical project, what are the first steps you take to solve the problem?
I am a sophomore in Purdue University studying Computer Engineering. I enjoy programming, creating circuits, and learning new things.
What is the best way that I could gain experience to become a sports analyst ?
internships, opportunities,
How can I integrate my passion for psychology research with a career in data science?
I am currently a Junior majoring in psychology, but I want to start studies in applied mathematics as well and have a double major. After I graduate with my bachelor's, I am hoping to combine my skills and knowledge from both fields into one career. I enjoy solving puzzles and organization, and I am hoping to receive some advice about what to expect from the job market in the future and how I can contribute with these two majors.
How can i become a data scientist from non technical nd non maths in class 12?
I am in class 12 with biology nd started developing my interest in data science but i dont know the correct career path because i am from non computer background please guide me so that i can become a data scientist
As a 12th grader, am I destined to work as a coffee shop barista if I major in Computer Science ?
Baristas are great, but I don’t want to go to school for 4+ years to be one. Is the job market for CS fields really that bad? I've seen so many horror stories of individuals who seem qualified but can't find a job, and if they do, the work-life balance isn't favorable. This worries me because I'm really interested/passionate, but I'm not sure whether I should invest in a more "practical" field.
What careers might suit someone interested in both STEM and the humanities?
I'm a HS junior and I've always been interested in both STEM and the humanities. I especially like science, computer programming, and history. I've struggled to narrow down specific careers I would like to pursue, since I'd really like to combine multiple of my interests. I know that I could probably major in interdisciplinary studies in college, but what kinds of careers might span fields like this?
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.
What's the most affordable online Master's program for data science?
online masters degree data science
How can I develop skills for future internships and jobs?
I recently completed my freshman year in university as a Computer Science student; however, I plan to specialize in Data Science in my junior and senior years. I want to build skills necessary for my career as I am struggling to find internships, especially since several of them require experience, which I lack. Please suggest advice on what I can do to qualify for internships and improve my skills for the future.
How to figure the career options for my masters ?
Hi, I would love your input. I have 2 masters in data analytics and business administartion . I dont like coding. I m wondering my career options that combines both and doesnt involve coding at all.
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!
Do employers take online data science master's programs seriously?
Data science master's programs
First job without degree is is a impossible target ?
I'm transitioning into a career in data analytics and currently looking for entry-level opportunities. I've completed several certifications, including: Google Data Analytics (Coursera) Google Advanced Data Analytics (Coursera) Tableau Business Intelligence Analyst (Coursera) Introduction to SQL (Scrimba) Generative AI with Large Language Models (Vanderbilt University – Coursera) I'm also working on personal and volunteer projects to gain practical experience. However, I’m facing challenges securing my first role in the field. What strategies would you recommend to help me stand out and increase my chances of getting hired as a junior data analyst or business intelligence professional?
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!
How do I learn Quantum Computing from scratch?
Are there any resources to get started in Quantum Computing, for a person not having a heavy math or physics background? Or is it necessary to know all the math and physics involved, to get into quantum programming? I am an undergrad studying Data Science currently.
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! 😊
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!
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.
Which is the best institute for data scientist courses?
data scientist courses