Career questions tagged datascience
What jobs involve the use of STEM?
I don't really know what to do after HS but I'm aiming a bit towards the STEM related stuff.
I wish to understand the career path to becoming an AI security expert.?
I am a student at a university in Korea who has been studying AI and security. As there are currently no entry-level positions related to AI security available in Korea, I am curious whether such roles will be developed within the next two years, including during my military service. I also wish to learn how to become an AI security expert. This is because I enjoy studying AI and security.
What are the most impactful innovations in Computer Science for 2026, and which career paths best align with them?
As we move through 2026, the field of Computer Science and Engineering (CSE) is shifting from experimental phases to "hyper-adoption" across several breakthrough areas. I am interested in understanding which specific recent innovations are currently redefining the industry and what professional roles are emerging as a result. Specifically, I would like to know: Which recent innovations (e.g., in AI, Quantum, or Edge Computing) are considered the most "game-changing" for 2026? What specific career paths should students or professionals target to stay ahead of these trends? What foundational skills are now "non-negotiable" for these new roles?
How can a recent graduate in Data Science improve their chances of landing a job?
I recently completed my MSc in Data Science, and I’m actively looking for entry-level roles in data science/data analytics. I would love advice on how to improve my resume and what skills or projects recruiters value most for freshers.
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.
Recent BCA Grad seeking roadmap: How can I pivot from a non-tech job to a high-paying Generative AI role in 4 months ?
I graduated with my BCA in 2025 and am currently stuck in a low-paying job that doesn't utilize my degree. I want to pivot into Generative AI because I know that is where the growth is. My Current Status: Education: Bachelor of Computer Applications (2025). Current Skills: I am actively learning Python and have a strong interest in AI/ML. Availability: I work full-time but can dedicatedly study/practice for 4–5 hours every day.
What would be the reason for somone to choose computer science?
Hi, I’m applying for a scholarship and one of the questions asks why I chose Computer Science and to share a personal experience that motivated me to join this field. Could you please share your experience? For example: – Why you chose Computer Science – Any personal event or moment that inspired you to join Your input will really help me understand different perspectives and guide me in writing my answer. Thank you so much!
How did I enter the AI industry ?
I'm a South African studying IT and would like to know how to land a career as an AI engineer
What should be my steps to become a Machine Learning Engineer?
Hello, my name is Daniel and I'm heavily interested in AI, that I want to make it part of my career! I know that I have to really focus on math and learn Python well. I would just like some other opinions/help for what I can do to get into MLE as my career. Also, I'm planning to get into CS major at UW (I'm still in my senior year at Highschool taking College courses that include Java and Math). Thank you for reading!
what are some high paying jobs for technology?
how can i get a high paying job that works with my degree in technology. what jobs are building and creating technology.
what job should i go for with a degree in techology?
What is the best-paying job for a career in technology? How can I make sure to get that help? any other steps to ensure I can get there for my future?
I am a student looking to learn more about The career of a Data analyst. As a Data Analyst, What's the hardest thing about your job?
I am a student currently enrolled in an IT program, and I am researching potential careers I would be interested in.
How can i be a data scientist from non maths nd non computer background ?
I am in grade 12 rn having biology stream as well as a non computer student but i want to be a data scientist please tell me can i ? By learning skills from scratch nd does colleges provide BCA to non comp nd non maths students?
Is Tech still a viable major even after all the rising AI technology?
I want to go into tech for my major but I'm unsure as the recent AI technology might replace it by the time I get into college.
What can I do in high school to prepare for a career in computer science?
I am a high school student and I want to go into a career in programming or data science and I am wondering if there is something I can do while I'm still in high school to prepare. What kind of internships or independent studies would help me get into a good college and later job opportunities? What colleges should I look into for a computer science degree?
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.
Options after a master's in physics?
Hi, I'm a sophomore at high school and love physics. But I'm very confused over the career options. I know I wanna study physics but what afterwards? I recently asked another question here only and one option I was suggested by many was a data scientist but what does a person with a Physics degree has to do with data? And if I consider that a option how do I get that?
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 to start studying AI and data analytics as a marine biology graduate with limited knowledge in mathematics and computing ?
I would eventually like to merge my expertise in marine science with the ever evolving AI and data science sector, but I am basically a beginner at computing and mathematics.
About learning to be a data analyst!
I need to know if I'm doing what's right to become a data analyst, I've been writing down notes of the video tutorials, but I don't know if I'm progressing, please give me the right tools to make sure I become a data analyst, I've been using Udemy.com for training , please reply
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.
How to receive my first internship as a college junior?
As an incoming junior, how can I receive my first internship to break into business, finance, computer science, or data analysis roles? I come from a non target school and am a first generation college student.
What are some good research papers I can start reading as an freshman undergrad student majoring in Data Science?
Are there any research papers relating to machine learning / artificial intelligence / blockchain / web3 / data science, etc which can serve as a kickstarter for me to these fields as well as improve my skill of reading research papers
How do I learn how to write research papers as an undergrad freshman with no research experience?
I am pursuing a bachelor of science degree in data science. I want to be able to write and publish research papers, however any research papers I look into is very complex for me to understand. How do I overcome this barrier quickly? Any suggestions of introductory research papers I can start with (data science, machine learning, artificial intelligence, blockchain, web3, etc) would also be very helpful.
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?
How will I be able to apply Statistics and Data Science to Astronomy?
I'm a high school senior who will be attending University in fall. Analyzing data to predict the future has always been a fascinating concept for me, but so has Astronomy. I want to combine my interest of the two, but I'm not sure how I should go about it.
What are your thoughts on models and neutrality? #Spring25
Do you think that a model can ever stay truly neutral from the data that it is fed or will it always have some sort of human bias?
Data Analyitcs Minor or Data Science Minor?
Hey! I recently got into the Global Public Health major at my school. I was wondering what the benefits of a minor in Data Science or Data Analytics are, and which one do you think would be more beneficial in order to work with Global health data and policy in the future? (p.s. Im also pre-med!)