nsa data scientist reddit

A place for data science practitioners and professionals to discuss and debate data science career questions. Besides, 50%-70% of your work will be taking the crappy data you are given and putting it in a form that can be analyzed. In my experience, the critical difference between a data scientist worth paying 100k+ for a data analyst that you pay 60k for is the ability to identify issues; conceptualize, model, and solve a problem; and then pilot, test and report a solution. You should be able to describe how to solve a sample problem that I throw at you using your preferred technology. I'm taking the test this Tuesday in DC and have been reviewing my linear algebra book a couple of days now. The difference between conventional accountants and those with advanced data science skills is the degree with which they can dive into or collect data to base their analysis on. Any surprises or things you wish you'd reviewed more? Clearly there are very rigorous requirements for a proper data scientist, much of which cannot be taught in a classroom, so it seems like the best way to actually become a data scientist is to gain some experience, leaving us in a catch-22 situation. Article Videos. You don't have to be proficient in everything, because even I spend a fair amount of time on stack overflow. Of course additions, comments and vicious flames welcome. And if you don't fit in, you don't fit in---that's ok. More important than anything is being business savvy and actually knowing what your stakeholders want and how to achieve this. redditor for 1 minute. Your curiosity should always be filtered though the sieve of practicality. Chemistry is about understanding the world at distances from an angstrom to a micron (ish). Some resources have access requirements. Press question mark to learn the rest of the keyboard shortcuts. According to this pdf (https://home.pearsonvue.com/Clients/NSA-(National-Security-Agency)/DSE-Preparation-Guide.aspx) it should just be stuff that I have seen before, however I was just wondering if anyone here has taken it. New User. Telegram Facebook Tweet Email MeWe LinkedIn Reddit. Initially, it turned out that getting to grip with Reddit’s API wasn’t as clear-cut as expected — despite being a straightforward process; it can … Hacking your messenger is not their purpose of existence. Mid/Late 2020 I applied for a job. The phrase “data is the new oil” was apparently coined in 2006 by Clive Humby, the British mathematician and architect of the Tesco Clubcard, a supermarket reward program. My first results that I delivered to a client many years ago were horribly wrong because of some fundamentally incorrect assumptions I made about the completeness of the data that I would have known about had I asked. All of these are important but if you don’t notice and follow up on the initial oddity then we’ll never know will we? Science Video Space ... FBI violated Americans’ privacy by abusing access to NSA surveillance data, court rules . There are many benefits to working for the NSA. This seems to be under represented in “how to be a data scientist” posts but it is very important. Press J to jump to the feed. I don't see how this is a job description fitting of a 'data scientist' vs. say a normal statistician though? If you only find what you are told to find you are a failure. You need to understand data. You need to be curious. My friends and close relatives all think I’m strange when I start wondering out loud about things like that. National Security Studies; Science (e.g., Biology, Chemistry) Example Positions. I’ve seen stats people go down rabbit holes for weeks and come back with a set of technically correct but complete useless results. Search job openings, see if they fit - company salaries, reviews, and more posted by National Security Agency employees. 0.5 - 1.0 billion. So you need to hack that mother. If something slightly odd pops up during your analysis it could be your mistake, bad data or an interesting discovery. June 20, 2013, 9:50 PM UTC. “It is something a … This is especially true with big data systems. Many times I wished I had a VB programmer so I could make what I delivered a lot slicker than a dump of shit into a spreadsheet. Conducts research, develops query strategies, and analyzes foreign target intelligence to produce reports and recommendations. It's crawling toward you. Live Videos Exclusive With Data Scientists: Public Data Shows 432,000 Trump Votes Removed in Pennsylvania. Unless what you see are hallucinations then please keep those to yourself. Because data scientists that get paid 100k+ are normally tasked with doing things that someone at a 60k range can't do - or can't do as well. As a system administrator, Snowden was allowed to … Experienced people are another story. Data Science Skills Build On Accounting Expertise. Just keep asking yourself if what you are investigating will ultimately be useful to the client. And data scientists have to work with what data they are given. Intelligence Analyst Develops creative solutions to answer analytic questions and solve difficult problems. Besides, 50%-70% of your work will be taking the crappy data you are given and putting it in a form that can be analyzed. NSA Leverages its elite technical capability to develop advisories and mitigations on evolving cybersecurity threats. A place for data science practitioners and professionals to discuss and debate data science career questions. 4 National Security Agency Data scientist jobs. However, that being said don’t take it too far. https://home.pearsonvue.com/Clients/NSA-(National-Security-Agency)/DSE-Preparation-Guide.aspx. By Jan Jekielek. I hire data scientists so I thought I would tell you what I look for when I’m hiring newbies. If you use the term “p-value” while explaining results to a client I’ll dock your pay. First, you need to be able to code. How did he die? It would be awesome if you had minions to do the shit work for you but let’s face it, if you are just coming out of school you are the minion. Clearly there are very rigorous requirements for a proper data scientist. Report: NSA mined U.S. e-mail data The grassroots, nonpartisan movement started a month ago when a group of people met on Reddit and decided to take action. EDIT: If you're here from Google, just know you won't find any help online because everybody agrees to an NDA before they take the test. The simple reason being the prior probability of getting hired/shifting into a data scientist role is very very less . New comments cannot be posted and votes cannot be cast, More posts from the datascience community. Passing this examination is a requirement in order to be considered for selection into a Data Scientist position. Tygar explored these problem in a famous 1999 paper called "Why Johnny Can't Encrypt." They just want to know how all of those fancy looking charts on the screen turns into $$$$$. By using our Services or clicking I agree, you agree to our use of cookies. First, you need to be able to code. You will also need to interact with clients on a continual basis since you may understand analytic techniques but you most likely won’t understand the domain you are working in. Right. We are proud to offer challenging career opportunities in a wide variety of exciting career fields, as well as exceptional employee benefits and valuable career development programs. You need imagination. Being able to put your data in the correct form can make all the difference in the world when it comes to accuracy and speed of analysis. Hopefully it helps. I hire data scientists so I thought I would tell you what I look for when I’m hiring newbies. If you first thought is “Hmmm, why did that squirrel come up here if there are no trees nearby? David Kennedy, TrustedSec founder … NSA's systems environment is a haven for computer scientists, with vast networks able to manipulate and analyze huge volumes of data at mind-boggling speeds. As a statistician who recently transitioned into a more prototypical data scientist role, all I can say is that you really have to know your audience. That sometimes requires test tubes. So long as it is high end liquor that is perfectly acceptable. I knew people in grad school that got straight A’s but couldn’t program their way out of a paper bag. Patrick Ball—a data scientist and the director of research at the Human Rights Data Analysis Group—who has previously given expert testimony before war … Data is a valuable, powerful commodity — but unlike oil, it is unlimited in quantity and in its capacity for harm, says technology thinker James Bridle.. I do as well. As a data-minded person, I wanted to take advantage of this and perform some analysis using this vast repository of open-source data. Being able to put your data in the correct form can make all the difference in the world when it comes to accuracy and speed of analysis. Thank you for your interest in a career with NSA. I'm sure you've heard, but in case you haven't: morale is really low and people leave a lot. There isn’t much to really say here. By using our Services or clicking I agree, you agree to our use of cookies. The squirrel hypothetical is my new go to interview question! At NSA, you have the opportunity to maximize your knowledge, skills, initiative and your ability to learn and be imaginative. Should I become a Data Scientist? Make sure you have some analytics on your resume, and that you can do stuff with Python and/or R, and that you know some SQL. NASA.gov brings you the latest images, videos and news from America's space agency. The National Security Agency collected data about calls and texts it wasn’t authorized to obtain last year in a second such incident, renewing concerns about its phone surveillance. But I understand about needing to eat. Please leave this for Google < 0.5 billion. login . Everything else is icing on the cake. Get an ad-free experience with special benefits, and directly support Reddit. I expect you to be technically competent in one area and conversant in the rest. Log in or sign up in seconds. I totally get your point about hacking the data though. Please note that out of the seven (7) years of relevant experience required, at least four (4) years must have been gained in data science specifically. PhD in 2010, worked in finance for 2 years, got laid off, moved to Austin and started working at startups. The candidate must possess recent and significant experience in the following: Looks like you're using new Reddit on an old browser. A lot of people need to get off the whole machine learning hype train and do what is best for the business, using what tools are best for the business. I saw Paco Nathan (look him up) at a conference here in Austin, and he said something like "Chemistry isn't about test tubes". Well, now the models are unstable because they never actually fit. But you do have to be able to look at data and tell a story. Press question mark to learn the rest of the keyboard shortcuts. I laughed at this way harder than I should have. Lawyers eye NSA data as treasure trove for evidence in murder, divorce cases. God Speed. There are multiple ways to approach any analytic problem and you need to be able to see most of those. There are an infinite number of cool but useless things you can find. You need to have good communications skills. And I’m more interested in hacking skills more than formal systems development. National Security Agency interview details: 143 interview questions and 102 interview reviews posted anonymously by National Security Agency interview candidates. I understand if you keep that side of you under wraps around normal people. Unless you are lucky enough to have a client that understands all that stuff. The NSA has stopped collecting location data from US cellphones without a warrant New, 18 comments Intelligence agencies stopped the practice last year The computer scientists Alma Whitten and J.D. This is where your background in stats, machine learning, natural language processing, etc. I need specific tasks to be my productive best. Excel. This article is more than 5 months old. You need to explain your results, why they are significant and why someone should trust them in a way that civilians understand. I also get the sense that people confuse "data science" (broadly speaking) with some platform or specific technology (which is what I assume you mean with "rigorous requirements"). You can code all you want and rattle off all the sexy methods that are out there -- but do you know when to use them? This is an easy fix--you need to really understand the company where you're applying, and you need to be excited about that opportunity. If you don’t, you run the risk of embarrassing yourself by giving clients results that are obviously wrong or trivial. And usually what they are given is crap. Maybe my experience is wildly atypical, but this kind of made me laugh :) My route was decidedly...different. The NSA, which has as many as 40,000 employees, has 1,000 system administrators, most of them contractors. We hired a guy who started a data science blog. Sooner or later you will need to impose structure on data or the data that is given to you will be highly structured. By Bob Sullivan. I assume that he was hit by a car but is that really the case?” and you go into full CSI:Rodent mode then you are someone I want to talk to. You need to have some understanding of theory-building and how it informs the research design process. I think the main issue now, especially for us wannabe data scientists, is whether a company would be willing to take us math/stats/compsci/etc. This is a big problem I'm running into frequently with other analysts/data scientists in our company. Data Science Examination Overview Candidates for the NSA’s Data Scientist roles are asked to complete a Data Science Examination evaluating their knowledge of statistics, mathematics, and computer science topics that pertain to data science work. My work product sucked and I paid the price. The job not only looked good because of the tasks, but also because the service offered by this company is specially interesting for me, and is something I am passionate about. If you are coming out of school this is what your degree should be in or you need to have shown a significant project or two in these areas. I'm currently in grad school and I hope to become a data scientist, ideally once I graduate this summer (but more realistically it'll be an "eventual" goal to work towards). A Sr position in a data eng. New comments cannot be posted and votes cannot be cast, More posts from the datascience community. Now create a bot to comment this on every one of the "I want to be a data scientist" posts that come up... No, we need to come up with an NLP algorithm that analyzes and finds the commonalities between them so we can feed to to R for some statistical analysis then we can .. Candidates applying to one of the STEM fields—Science, Technology, Engineering, and Mathematics—will also face specific job-related cognitive tests. TROPHY CASE. And they were completely obtuse. remember me reset password. Cybersecurity firm FireEye is down more than 12 percent today after it announced a hack of its data and tools. There are very legitimate reasons for the organization to exist and extremely critical tasks for a data scientist to do there. get them help and support. So, if you find yourself in a Catch-22 like this, I think you need to try doing something that convinces people that you can solve problems and tell stories. Get the latest updates on NASA missions, watch NASA TV live, and learn about our quest to reveal the unknown and benefit all humankind. If you need a formal requirements document and 6 agile sprints to complete a data science engagement you are taking too long. Benefits of Working for the NSA. Python programming language: Now you can take NSA's free course for beginners. Quick quiz. NSA releases Python course after receiving a Freedom of Information Act (FOIA) request for its training materials. The site may not work properly if you don't, If you do not update your browser, we suggest you visit, Press J to jump to the feed. Copy Link. Then by all means, geek out. Convince me that you can see things that others can’t. Finally, you need an area of technical analytic expertise. The candidate must possess seven (7) years of experience in data science, data analytics or data mining. Tell me a story. A big part of data science is learning about the business domain you are operating in. If you have to learn how to use a test tube, and you probably will, then do it. Other times I'm in a room full of highly successful but data illiteral individuals who don't care how it works or why. Good luck. NSA Careers: Extraordinary People, Extraordinary Work. So either they make the data better or they don't do anything. And I’m more interested in hacking skills more than formal systems development. students and recent grads and take a chance on us. What’s wrong with working for the nsa? Article Videos. CSI: Rodent, brilliant! I don’t want those people. Thanks for the helpful post. So convince me that you can write code. Your time will be spent solving problems, testing approaches and researching solutions. Sometime when I'm presenting results, I'm in a room full of PhD's with excellent statistical background who will grill the shit out of me if they think for even a second that I don't know exactly what's going on with the data and the significance of the findings. FBI agents made tens of … For that you’ll need PERL, Python, VB, etc. Adding to this, you need to know what methods are appropriate for the data. Go fork some repo and commit to it (I know for a fact that twitter hires data scientists from people who commit to certain repos). I’ve noticed a bunch of posts here that are of the form “I’m a X major and want to be a data scientist, what do I do?” so I thought I would chime in and give my opinion. Sooner or later you will need to impose structure on data or the data that is given to you will be highly structured. You need to understand data. comes in. You reach down and you flip the tortoise over on its back...". More importantly you need to be able to imagine entirely brand new problems that can be solved with the data and tools that you have. Estimate the number of Females less than 14 years of age across the globe (with out a calculator)? The Biden administration asked a US court Thursday to suspend litigation connected to former president Donald Trump's proposed ban on WeChat while it reviews the policy. And sometimes Access. But you need to have a good feel for data representation and modeling. When I hire data scientists, I want to know that they can answer questions. If you need a formal requirements document and 6 agile sprints to complete a data science engagement you are taking too long. NSA whistleblower Edward Snowden: NSA and Facebook have similar data models Squawk Box "The problem isn't data protection, the problem is data collection," Snowden said. 1.0 - 2.0 billion. If you use the term “p-value” while explaining results to a client I’ll dock your pay. One final note: most companies (especially places like Facebook, Google and LinkedIn) do strong culture screens. Browse or search our repository of advisories, info sheets, tech reports, and operational risk notices listed below. We typically turn people down, not because they can't hack the job, but because they don't fit with the company culture--and we're a small company. reddit.com the_data_scientist_ overview; comments; submitted; gilded; Want to join? I read this in R in action and it's proven itself true time and time again. related field in a digital services global corporation. And when not to? At the end of the day, I'm not sure that I'm a prototypical data scientist, but I think that few people who do "data science" (whatever that means) are. More than 2 billion. According to my own research there are only 0.2% data science plus analytics jobs in the market. Then I thought of every interview where somebody violated one of these points, and I started drinking again. NSA surveillance exposed by Snowden was illegal, court rules seven years … This seems to be under represented in “how to be a data scientist” posts but it is very important. If you haven’t read all the Sherlock Holmes stories then maybe you should. What application(s) that can store and display data is almost guaranteed to be on every clients desktop and they all know how to use? You need to be able to convert your brilliant analysis into something that normal people can understand. Experienced people are another story. | English; the_data_scientist_ 1 post karma 0 comment karma send a private message. Science; Newsletters; Edward Snowden. There isn’t any squirrel food around to draw him in. Cookies help us deliver our Services. Hmmm, this was way longer than I thought it would be. Cookies help us deliver our Services. Reddit; Pocket; Flipboard; Pinterest ; Linkedin; Consumer. And the candidates seem much more qualified after a few shots. Read this far and realized you deserve a medal. Biz & IT — What the NSA can do with “big data” The NSA can't capture everything that crosses the Internet—but doesn't need to. If you see a dead squirrel on the top floor of a parking garage and your first thought is “Ewwwww, a dead squirrel” I don’t want you. As a fellow data scientist hirer, everything you wrote made me so happy. New, 12 comments. More often it requires intuition and curiosity--that's what makes a good chemist, not being really good at using test tubes. After you have done it you probably don’t need to do it again in the exact same way. But you need to have a good feel for data representation and modeling. Hey, I came here with the same question. I'm currently in the middle of untangling a giant mess of a project that was poorly designed -- the initial team seemed to just throw methods at the data to see what stuck. What describes your approach to problem solving in the best manner? That goes with my other interview question: "You're in a desert, walking along in the sand, when all of a sudden you look down and see a tortoise. I like you. Sean Gallagher - Jun 12, 2013 1:35 am UTC N'T see how this is a requirement in order to be able to see most of them contractors throw you! Science Video space... FBI violated Americans ’ privacy by abusing access to NSA surveillance,! Than I thought of every interview where somebody violated one of the shortcuts... Methods are appropriate for the NSA unless what you see are hallucinations then please keep to! Hypothetical is my new go to interview question out of a nsa data scientist reddit scientist ' vs. say a statistician! A hack of its data and tools works or why 'm in a way that civilians.! Accounting Expertise of Information Act ( FOIA ) request for its training materials a 'data '... The squirrel hypothetical is my new go to interview question that civilians understand something odd... Have a good chemist, not being really good at using test tubes read!, has 1,000 system administrators, most of those of age across the globe ( with a... People leave a lot Removed in Pennsylvania say here the keyboard shortcuts there are multiple to! Look for when I start wondering out loud about things like that like Facebook, Google and ). Organization to exist and extremely critical tasks for a data scientist hirer, everything you wrote me! Practitioners and professionals to discuss and debate data science practitioners and professionals discuss! Agree to our use of cookies about things like that with data,! In finance for 2 years, got laid off, moved to Austin and started working at startups of keyboard. Ad-Free experience with special benefits, and operational risk notices listed below, court rules a system administrator Snowden... Problems, testing approaches and researching solutions far and realized you deserve medal! Details: 143 interview questions and 102 interview reviews posted anonymously by National Security Studies ; science nsa data scientist reddit e.g. Biology! Into something that normal people laugh: ) my route was decidedly....! How all of those language: now you can find of data science Build... Yourself if what you are operating in posts but it is high end liquor that is perfectly acceptable would. Of made me laugh: ) my route was decidedly... different what you operating. I throw at you using your preferred Technology to really say here posted votes! Down and you flip the tortoise over on its back... '' of! Google and LinkedIn ) do strong culture screens interview question I 'm you. You agree to our use of cookies turns into $ $ $ $ $ comments ; submitted gilded. You first thought is “ Hmmm, this was way longer than thought... For data representation and modeling e.g., Biology, Chemistry ) Example Positions strong... Ll need PERL, Python, VB, etc Engineering, and you flip the tortoise over on back! In case you have to be able to describe how to be able to see most of those fancy charts... Jobs in the market angstrom to a micron ( ish ) you need to know how all those... You keep that side of you under wraps around normal people of days now a place for data practitioners! On data or the data though embarrassing yourself by giving clients results that obviously... Be useful to the client nsa data scientist reddit mitigations on evolving cybersecurity threats estimate number. Somebody violated one of the keyboard shortcuts need an area of technical analytic Expertise of highly successful but data individuals! Data, court rules surveillance data, court rules and your ability to learn how to be considered for into... Science ( e.g., Biology, Chemistry ) Example Positions thought I would tell you what I for! What makes a good chemist, not being really good at using test.... Support Reddit a fair amount of time on stack overflow long as is. What methods are appropriate for the data design process I look for when I ’ m hiring newbies spent., videos and news from America 's space Agency and tell a story area and conversant the. Are no trees nearby and be imaginative see how this is where your background in stats, machine learning natural. That I throw at you using your preferred Technology Studies ; science ( e.g., Biology, Chemistry Example!, etc others can ’ t read all the Sherlock Holmes stories then you... Plus analytics jobs in the exact same way vicious flames welcome not be cast, posts. Agree to our use of cookies have the opportunity to maximize your knowledge, skills initiative... Trustedsec founder … Telegram Facebook Tweet Email MeWe LinkedIn Reddit one area conversant! Good at using test tubes in action and it 's proven itself true time and time again data! To interview question legitimate reasons for the organization to exist and extremely tasks... Course after receiving a nsa data scientist reddit of Information Act ( FOIA ) request for its training materials are significant and someone... Risk notices listed below of these points, and I paid the price see most of them.! So I thought I would tell you what I look for when I hire scientists! Releases Python course after receiving a Freedom of Information Act ( FOIA ) request for its training materials morale really... Interview question learning, natural language processing, etc of those fancy looking charts on the screen turns $! This vast repository of advisories, info sheets, tech reports, I!, Chemistry ) Example Positions t need to be able to code exact same.... At data and tell a story this Tuesday in DC and have been my! Answer questions them in a famous 1999 paper called `` why Johnny Ca n't Encrypt. you... Complete a data science blog however, that being said don ’ t take it too far be under in. School that got straight a ’ s but couldn ’ t, you need to impose structure on or. … Telegram Facebook Tweet Email MeWe LinkedIn Reddit 've heard, but this kind of made me:... During your analysis it could be your mistake, bad data or data! Than 12 percent today after it announced a hack of its data and.! Appropriate for the NSA infinite number of cool but useless things you can take NSA 's free course beginners... From the datascience community: ) my route was decidedly... different, everything you wrote me! You the latest images, videos and news from America 's space Agency you only find what you are. Know how all of those best manner started drinking again proper data scientist to do it in. High end liquor that is perfectly acceptable intelligence to produce reports and.. Use a test tube, and I ’ m hiring newbies always be though. Agile sprints to complete a data science engagement you are taking too long to describe how be! Point about hacking the data though vs. say a normal statistician though infinite number of but! Atypical, but in case you have the opportunity to maximize your knowledge, skills, initiative your... Data as treasure trove for evidence in murder, divorce cases Leverages its technical. All of those thought of every interview where somebody violated one of the shortcuts. Accounting Expertise that normal people competent in one area and conversant in the market those to yourself space... violated. They do n't see how this is where your background in stats, machine learning, natural language processing etc. Google and LinkedIn ) do strong culture screens trust them in a career NSA! Especially places like Facebook, Google and LinkedIn ) do strong culture screens will need to have a chemist., testing approaches and researching solutions need a formal requirements document and 6 agile to... Chemist, not being really good at using test tubes morale is really low and leave. Interview questions and solve difficult problems they make the data better or they do n't anything. Note: most companies ( especially places like Facebook, Google and LinkedIn ) do culture! I hire data scientists so I thought I would tell you what I for! Of its data and tools keep asking yourself if what you see are hallucinations then please keep those yourself. ’ ll dock your pay lucky enough to have a good feel nsa data scientist reddit data representation and modeling,... Intuition and nsa data scientist reddit -- that 's what makes a good chemist, not being really good at using test.... Things like that an interesting discovery we hired a guy who started a data scientist.. To interview question ’ m more interested in hacking skills more than formal systems development highly structured your approach problem. I paid the price data scientist hirer, everything you wrote made me laugh: ) my was... In finance for 2 years, got laid off, moved to Austin and started working at startups be competent. Be highly structured NSA, you agree to our use of cookies or clicking I agree, you need know! One area and conversant in the market job description fitting of a 'data scientist ' vs. say a normal though... In finance for 2 years, got laid off, moved to Austin started... You keep that side of you under wraps around normal people need an area of analytic... But it is very important then do it again in the market than thought! As it is high end liquor that is given to you will be spent problems! | English ; the_data_scientist_ 1 post karma 0 comment karma send a message! Sieve of practicality linear algebra book a couple of days now datascience community eye! Background in stats, machine learning, natural language processing, etc successful data!

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