Career questions tagged data-science
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
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)
Where do I find entry-level internships to gain experience related to my major?
Hello, I was wondering where to find entry-level internships related to data science with no previous experience required.
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!
How can I find research or internship opportunities? #Spring25
How can I find research opportunities or internships as an incoming college freshman that will give me hands-on experience in data science and help me gain a competitive advantage in the future? #Spring25
What are career and research opportunities attainable with a degree in Physics, a minor in data science, and computer science or coding experience?
I am a high school senior planning to pursue a physics major and a data science minor. I also have an intermediate and growing experience with coding in Java and Python. What are some careers, preferably ones involving physics research, I can expect with my degree and experience?
How would an aspiring data scientist start their career if they plan to work in the public sector? #Spring25
I would like to work in the public sector specifically at the federal level.
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 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?
I am looking for a career in data science or software development, but I also have a passion for nature conservation. Is it feasible for me to try to volunteer for conservation organizations outside of work in this field?
If I am interested in volunteering in addition to my job, are there any particular roles or sub-fields that I should explore?
How do you think the field of data science is going to be impacted by AI and machine learning??
Data scientists already use AI and machine learning to build models, but how is using AI to code and conduct analyses going to impact the field? #Spring25
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.
What do you wish someone told you before you started working in data analytics?
Hello! I am an upcoming Fall 2025 university student majoring in Statistics with a potential minor in Public Policy/Computer Science looking to work in data analytics, preferably in the healthcare field. I would love any advice, tips, or lessons you've learned along the way--or things I should start preparing for before my first semester in college!
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!
What are the most useful and/ or beneficial majors to support a career in data science?
I am looking to study data science in college starting next fall and have the option to choose a double/ combined major. What are the most useful and/ or beneficial majors to support a career in data science and open up more opportunities? Thank you! #Spring25
Finding the right AI specialization?
What helped you choose your specialization within AI (like NLP, computer vision, or robotics), and how did you know it was the right fit? What advice would you give to someone still exploring which direction to go in AI? #Spring25
What are some real world applications of Data Science?
I am a high school senior planning to pursue data Science in college. I have always been interested in computer science and math, and data Science seems like an exciting field that combines both. I want to learn more about this major to ensure it's the right choice for me.
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.
Do you recommend high schoolers to complete courses with or without a certificate ex.Harvard.edu?
Hi, I am not sure how to jumpstart being ready in my desired career as a high schooler. I want to learn the hard skills of my current career goal, data science/ analyst. Hard skills would be like SQL, Python, data analysis, and more. Are free courses from top universities helpful for highschooler?
How was your major helpful for your career?
Hi, I am currently interested in Data Science, though not many UC offer as a major so I was thinking of majoring in Economics.
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.
Hi, I’m a current senior looking for a remote summer internship in artificial intelligence or data science(subjects I am very passionate about). I have prior experience in these fields and would be happy to share my resume if needed. Are there any experts who could share ideas or advice on how to make this happen?
Reach out with more questions if needed!
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.
How do i get my resume shortlisted for an entry level Data Science role?
I graduated with a computer science engineering degree in July 2024. Please review my resume and how should i improve it to get shortlisted for data scientist roles as an entry level candidate. I am going to add a few more projects soon. Also suggest a few projects that would stand out. Resume link: https://drive.google.com/file/d/15kuiqCqPn4g9iBC7CkVg-n-dmlpdZJ_E/view?usp=drivesdk
What computer science passion project should I do?
I am a junior in high school and want to do a passion project. I am interested in computer science and business as a career and my hobbies include reading, art/crafts, and crocheting (I'm still a beginner so I'm not that good at it + I've been taking a break because of school). What kind of passion projects should I do that will use these skills and look good on college applications? If they don't include my hobbies that's also okay but I want it to be related to mainly computer science.
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.