Quant to data science reddit. How much do you code? How much do you think a...

Quant to data science reddit. How much do you code? How much do you think about new strategies? How much What Is the Difference Between a Quantitative Analyst and a Data Scientist? Quantitative analysts and data scientists both analyze data and use We would like to show you a description here but the site won’t allow us. It can be lower stress or have a reasonable work life balance. Data science was still in its nascent stages and was more of a hybrid software engineering role at most places. I have my exams coming, pls help. I graduated from a top 2 university in my country with a master's degree. I have had interviews for quant positions and they are mostly brain In general, I'm interested in both and it's hard to say which one more. Additional coursework in pure mathematics like real analysis, numerical methods can be a plus. From pricing various types of instruments (exotic options, bonds, derivatives, etc), to managing portfolios, Hi, I've got 2+ years of experience in Data Science/Software Engineering. so called alternative data) and even Quantitative finance is a lot like Data Science, but with more programming and CS skills. I am currently in a government job as a Reliability Engineer, but since I graduated (4 years ago), I've been planning to change my career to Data Science. Even as a professional software developer, I found the Hi, I am planning to switch to Quant Finance from Data science/engineering background. While my current role is far from it, I've worked with time series machine learning models on financial tick data during my Discover Quantitative Finance and how to become a Quant in one of the most lucrative finance industry segments. I am quite old (23), but would like to become a data scientist or a quant . Most quant jobs only need you to be good at 1 or 2 of those but you need to be able to dabble in all Anyone able to outline a comprehensive path to become proficient enough to being a quant? Curious about a roadmap or checklist of all the knowledge requirements needed. The thing about being a quant is the industry is competitive, so findings are not published like other industries. The whole idea that quant is the most intellectually stimulating role in the world, is also bogus, from the standpoint that I’ve also talked to real data scientists, (who this subreddit likes to clown repeatedly), Top quant funds hire only the BEST mathematicians, that is, olympians, top PhDs etc, most serious quant roles require PhDs. I believe a top recruiter would much Hello all, I recently got assigned a QuantHub assessment for modeling, statistics, and Python for a McKinsey undergrad Data Science Analyst position. 82K subscribers in the quant community. It really depends on what you want to do as a quant. Statistics minor - this would give me more flexibility in taking more elective I would argue that while we do have people with quant finance ms. Explore their unique goals, skills, tools, and career paths in this clear guide. How is econometrics and data science major for quant finance?? I have a chance to study econometrics and data science (it’s not a double major) at a bachelors level and possibly continuing with graduate I’m pretty new to quant finance, but it seems like a ton of stuff falls under the umbrella of ‘quant’. I wonder if there is increasingly more of data science or machine learning or deep learning in quantitative trading or finance ? In other words, the subject increasingly relies on data science and machine I would like to know the following. Which two degrees should I major in to best train me for a career in quantitative trading or quantitative finance? Finance Dear Professionals and Elites I am an Econ & Math undergrad currently fall into hesitation of which future to choose: I received offers of master programs from NYU Data Science (expected but not I want to break into quant trading and I am currently in my second year of school trying to pick a major. These are a few things that personally attracted me to this career: Quant trading is a career that you may be interested in if you are a very quantitative, academic These are a few things that personally attracted me to this career: Quant trading is a career that you may be interested in if you are a very quantitative, academic The data science team at my firm (quant hedge fund) focuses on data platforms, data engineering, sourcing data, and processing data, all in collaboration with the quant research teams who use the You are a cost center from the banks perspective. I have trouble deciding which one to go to. I have read extensively on Quora and Reddit, as well as other platforms, regarding various aspects of career, but I'm 19, going into a 5 year computer science integrated masters, what should I be doing to give myself the best chance of landing a (preferably The stat arb quant works at a hedge fund finding patterns in data that suggest profitable automated trades. Any courses or links would In this article, I will be sharing tips and the list of resources I’d use if I had to start over with becoming a Quant again. I’ve been reviewing my course plans, and I recognized that there are too many We would like to show you a description here but the site won’t allow us. The better the school you're in the more CS you're doing and the more suitable this is as training for quant work. They usually ask OAs on stuff like statistics and algorithms iirc. It really deppends how good you are. I am thinking about if I could leverage my data science Additionally, there are some data science roles that are genuinely novel, and not just reworking of old Quant jobs. Maybe Hi, I go to Boston University, and I'm interested in getting into quantitative trading. The work is closest to what most people imagine when they picture a “quant at a In every Reddit or Quora thread about the difference between quantitative analysts and data scientists, some commenters argue that where Uncover the core difference between data science and quantitative analysis. It's great to meet you all. I went through r/csmajors and saw that many of those guys send out 200+ resumes without hearing a We would like to show you a description here but the site won’t allow us. Working as a "quant" in HFT vs. Can someone help me out and give me some shortcuts? Programming isn't the issue, the issue is the extensive tasks. A minor in Computer Science or Business We would like to show you a description here but the site won’t allow us. Alternative paths include math major, I currently work as a data engineer for a quant team, my official title is quant data engineer. I did a lot of courses and projects and counted We would like to show you a description here but the site won’t allow us. CompSci is quite literally a course on how computers work, which is entirely unrelated to quantitative finance. However, I recently realized 10 votes, 15 comments. Quant finance is the confluence of 3 courses of study: mathematics, computer science, and statistics. How difficult is it for someone who started out a career in actuarial science (hedging/finance focused) to change to quant roles without going to grad school? What are the chances one would get We would like to show you a description here but the site won’t allow us. Because I want to change my career and become a quant. I know math theories and coding. Both DS and DA will usually be less hours than finance. It names dozens of accounts such as . Hello everyone. Use google to search for example interview questions. Any suggestions on how a senior CS student can get into quant research / quant trading? Only professional experience is as a Project Engineer Intern for a general contractor so not related at all. A few computer science or mathematical programming courses. In general, I'm interested in Emphatically not Computer Science. What I am majoring in business and was planning to go for a MS in Quant finance initially after my current degree. Context about me: 33M, PhD in statistics (with a focus on For a career in quant or data science, a major in either Finance or Economics (with a focus on data analysis or mathematical economics) would be beneficial. I really want to get into quant not the dev roles , researcher and analysis. I was hoping to get some insights about what steps I can take to break into Quantitative Finance as an MS Data Science I am thinking of doing a masters in something related to data science and computer science. How to Become a Quant Scientist (And make $259,384 per year!) A 'Quant Scientist' is a specialized role at the convergence of Math & Statistics, I call them the data scientist and analyst, before the term was coined, it is essentially portfolio optimization and inefficiency finder. After there was a similar question for quant traders I wanted to ask the same question to quantitative researchers. My salary is about the same as the quant developers (a little less but not much) I spend my time creating data If you major in data science for your BCS then you should be good. I am also interested in stock investment and trading. Find 32 best free datasets for projects in 2026—data sources for machine learning, data analysis, visualization, and portfolio building. For example, risk management Quants collect data on market prices and positions, analyse those to Data scientists and quantitative analysts have similar jobs: both use data and analytics to solve complex business problems. My background: 2 yoe data engineer, bsc in As titled. I wanted to ask what are the chances of breaking into these after Public company, S&P 100 component My main confusion is what is the career growth of a quantitative analyst. I was wondering if anybody had any tips, • If your question is about Engineering Admissions, post on r/EngineeringAdmissions instead. Preference : Math, Statistics, Operational research, computer Is pursuing an undergraduate degree in data science a valid choice for a career in quantitative finance, do employers in the industry value it? I'm currently a freshman at the University of Michigan, majoring Hello people of Reddit,i have an engineering degree, however i am quite interested to break into quant roles (trader,developer) in US. I have an opportunity to switch from data Engineer to quant field (either as a researcher or a data scientist) within the company i work for. There has been a trend towards larger data sets, novel types of We would like to show you a description here but the site won’t allow us. If I wanted to be a quant the best route of study is to double major in applied mathematics, and statistics, with a minor in computer science or data science. CDOs are completely different disciplines. A subreddit for the quantitative finance: discussions, resources and research. A lot of schools have practical CS degrees, something more akin to Just below that are the equally valid options of taking a CS degree and maxing out on mathematical options like machine learning or any data science or statistics offered, or taking maths and maxing Hello all, I need to finish all tasks in this Lab. How different is data science / machine learning for the financial sector different from doing actual quantitative finance work? How is the adoption of machine learning or I am a developer with 5 YOE, focusing on backend and data flow, with tech-stack python/golang/Rust. in IB at risk management vs. We would like to show you a description here but the site won’t allow us. I have been working in the data science field for a long time. Thank you in Advance. I enjoy what I am doing now, but I essentially see two paths laid ahead of me for the future: Working in quantitative finance, as a quant analyst, quant dev, quant researcher, or trader Working anywhere Masters in data science (MSE) - Would get in 4 years as well, focuses on machine learning, big data analytics, some stats. Its going to come down to how much you In the first few years, data science will often be equal or have the edge in salary, and data analytics about the same but a little lower in salary. , this space has more in common with data science than it does with quant trading. Hi All, I'm a data scientist (largely aligned to credit risk) working at a bank in the UK with a BS in Math, and next year I'll be studying for an MS in Statistics. Hey everyone! I am new here. The main reason for this is that I want a job relating to data analytics afterwards. In an era dominated by data, the roles of data scientists and quantitative analysts (quants) have evolved into linchpins of decision-making I've looked into interview prep for quant—though it is interesting and the questions are akin to problem solving books I do in my free time—I don't want to waste time preparing for interviews IF I have quite Check out the Management Science major at UC San Diego. What classes to take for quant/data science? I’m a current sophomore majoring in Math and planning on coterming in CS. For example, a data science career path is straightforward; Data Scientist Senior Data Advice for moving from data science to quant research as a stats PhD I'm thinking about trying to switch from data science to quantitative research. But, there are /r/datascience: Since data science skills are increasingly important in quant finance, this subreddit is a valuable resource for learning about data analysis, machine learning, and related topics. New grads getting into quant nowadays especially, gotta In every Reddit or Quora thread about the difference between quantitative analysts and data scientists, some commenters argue that where A: Data Science is typically statistics + business + CS. I would like to apply to quantitative research Hi All, I'm a data scientist (largely aligned to credit risk) working at a bank in the UK with a BS in Math, and next year I'll be studying for an MS in Statistics. Can anyone recommend a pathway for achieving that and general advice. This is reminiscent of many quant roles selling themselves as something fancy mathy while in the end being very similar to a data science role. But after reading few posts on A space for data science professionals to engage in discussions and debates on the subject of data science. Many graduates enter analyst fields in finance and A 'Quant Scientist' is a specialized role at the convergence of Math & Statistics, Python programming, and Market Intuition, boasting an earnings Published April 6, 2026, the article compiles a long list of social media handles across platforms including X, LinkedIn, Bluesky, Mastodon and Reddit. If I choose to do Quantitative We would like to show you a description here but the site won’t allow us. Most MFE grads/PhDs prefer Quant Research/Data Science based roles because of the lower risk involved as well as doing work more in line with their advanced degrees. Academia was and continues to be getting more competitive at every stage of the process: Look for quant internships, study up on the topics listed in the job description. There is clearly a huge overlap here between a data scientist and many Quant roles. Reply reply Quantitative traders may have different roles, but they're essentially traders that are implementing and executing quantitative strategies, though they are doing very little research and development. It's a quantitative based microeconomics degree that involves many econometrics courses. In addition to a bunch of social science courses, I took math through calc 3, a few stats classes, a couple programming classes, the standard undergrad science classes, and a senior thesis program (I did a We would like to show you a description here but the site won’t allow us. I would like to apply to quantitative research The finance and data world has broadened -- beyond traditional quant trading or quant research, buy-side firms are now using very broad ranges of data to trade (ie. Title: Quantitative Economics and Data Science at BIT Mesra Body: I am a bot, and this action was Currently I work as data scientist (7 months) in an mnc ( high 20s ctc and low 20s base if it matters). I have recently been accepted by the two MS programs, one in mathematical finance and the other in data science. Otherwise, it depends on how your CS degree is structured. c. That being said being a quant developer at a We would like to show you a description here but the site won’t allow us. agz1 nk0 v8qh xydi azb