[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"nav-categories":3,"article-frequently-asked-interview-questions-and-skills-you-need-to-know-in-data-science":70},{"data":4},[5,37,57,64],{"name":6,"slug":7,"categories":8},"Productivity","productivity",[9,13,17,21,25,29,33],{"id":10,"title":11,"slug":12},17,"Branding","branding",{"id":14,"title":15,"slug":16},19,"Marketing","marketing",{"id":18,"title":19,"slug":20},20,"Work","work",{"id":22,"title":23,"slug":24},34,"Community","community",{"id":26,"title":27,"slug":28},21,"For newbies","for-newbies",{"id":30,"title":31,"slug":32},24,"Investment","investment",{"id":34,"title":35,"slug":36},22,"Finance","finance",{"name":38,"slug":39,"categories":40},"Tech","tech",[41,45,49,53],{"id":42,"title":43,"slug":44},28,"Technology","technology",{"id":46,"title":47,"slug":48},32,"Artificial Intelligence","artificial-intelligence",{"id":50,"title":51,"slug":52},26,"Security and protection","security-and-protection",{"id":54,"title":55,"slug":56},31,"YouTube Blog","youtube-blog",{"name":58,"slug":59,"categories":60},"News","news",[61],{"id":62,"title":58,"slug":63},18,"quasanews",{"name":65,"slug":66,"categories":67},"Business","business",[68],{"id":69,"title":65,"slug":66},16,{"post":71,"published_news":98,"popular_news":165,"categories":234},{"title":72,"description":73,"meta_title":72,"meta_description":74,"meta_keywords":75,"text":76,"slug":77,"created_at":78,"publish_at":79,"formatted_created_at":80,"category_id":69,"links":81,"view_type":86,"video_url":87,"views":88,"likes":89,"lang":90,"comments_count":91,"category":92},"Frequently asked Interview Questions and Skills You Need to know in Data Science","Hiring strategies are no longer the same.","Hiring strategies are no longer the same. Defining skills. Necessary skills. Distinguished skills. Data science challenges","Interview Questions and Skills, to know in Data Science","\u003Cp>Hello!\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-13/aaadat-y.webp\" type=\"image/webp\">\u003Cimg alt=\"Frequently asked Interview Questions and Skills You Need to know in Data Science\" class=\"image-align-left\" height=\"168\" src=\"https://cdn.quasa.io/photos/foto-13/aaadat-y.jpeg\" width=\"300\" />\u003C/picture>Hiring strategies are no longer the same. Gone are those days where candidates just required to flash their resumes and bam, they’re hired. With the emergence of technology and innovation, the recruitment process has drastically transformed.\u003C/p>\n\n\u003Cp>One of the biggest changes in the present scenario is the importance that is placed on the candidate’s technical know-how and not just theoretical knowledge.\u003C/p>\n\n\u003Cp>Having said that, preparing for a \u003Cstrong>career in \u003Ca href=\"https://quasa.io/media/10-hottest-trends-in-data-and-analytics-that-will-disrupt-your-business\">data science\u003C/a>\u003C/strong> is not a turkey shoot. There are times when you’ll be put to test. Despite the level of expertise or years of experience you own, the interviewer can throw you off with difficult questions you wouldn’t expect.\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-13/aaadat-2.webp\" type=\"image/webp\">\u003Cimg alt=\"Frequently asked Interview Questions and Skills You Need to know in Data Science\" class=\"image-align-left\" height=\"173\" src=\"https://cdn.quasa.io/photos/foto-13/aaadat-2.jpeg\" width=\"291\" />\u003C/picture>As said by Steve Donahue, a principal recruiter at Entrust Datacard, candidates looking to launch their career in data science must prepare to place themselves like a piece of a puzzle. You need to imagine yourself where you might be the perfect fit or the perfect puzzle to the organization you’re interviewing at. Steve also mentions that all organizations do not use the same kind of tools. Thus, bringing something new to the organization can be an added advantage for you.\u003C/p>\n\n\u003Cp>While hiring a candidate for a data scientist role the major skills that should be looked at are their experience in using statistical modeling tools that includes R, Tensorflow, and SciKitLearn.\u003C/p>\n\n\u003Cp>However, for a role that is more technical most employers like to dig deep into the candidate’s previous job roles. And without a doubt, if you’re one of those looking for such kind of job roles, you need to be well prepared with such technical questions in advance.\u003Cbr />\n\u003Cbr />\n\u003Cstrong>For instance,\u003C/strong>\u003C/p>\n\n\u003Col>\n\t\u003Cli>What is your daily task? What is your core responsibility toward your team?\u003C/li>\n\t\u003Cli>Or is it feasible to build a predictive model in the absence of labeled data using unsupervised ML techniques? If yes, how?\u003C/li>\n\u003C/ol>\n\n\u003Cp>For data science, a professional who is looking to get into different roles in data science must know certain \u003Cstrong>data scientist skills\u003C/strong>.\u003C/p>\n\n\u003Cp>According to Burning Glass, a portal that identifies varied skills into what organizations look for from a candidate has defined the most wanted data science skills in three sections:\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-right\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-13/aaadat-10.webp\" type=\"image/webp\">\u003Cimg alt=\"Frequently asked Interview Questions and Skills You Need to know in Data Science\" class=\"image-align-right\" height=\"213\" src=\"https://cdn.quasa.io/photos/foto-13/aaadat-10.png\" width=\"237\" />\u003C/picture>\u003Cstrong>Defining skills\u003C/strong> – for the day to day responsibilities\u003C/p>\n\n\u003Col>\n\t\u003Cli>Data science\u003C/li>\n\t\u003Cli>Machine learning\u003C/li>\n\t\u003Cli>Python and R\u003C/li>\n\t\u003Cli>Apache Hadoop\u003C/li>\n\t\u003Cli>SQL\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/how-to-use-data-to-grow-your-business-growth-hacking-data-analysis\">Data analysis\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/9-ways-big-data-can-improve-roi-on-your-influencer-marketing-campaign\">Big data\u003C/a>\u003C/li>\n\t\u003Cli>Data mining\u003C/li>\n\t\u003Cli>Predictive modeling\u003C/li>\n\u003C/ol>\n\n\u003Cp>\u003Cstrong>Necessary skills\u003C/strong> – these are the skills that provide the lowest barrier to enter the data science industry.\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-right\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-13/aaadat-4.webp\" type=\"image/webp\">\u003Cimg alt=\"Frequently asked Interview Questions and Skills You Need to know in Data Science\" class=\"image-align-right\" height=\"151\" src=\"https://cdn.quasa.io/photos/foto-13/aaadat-4.jpeg\" width=\"300\" />\u003C/picture>\u003Cstrong>Since these skills can also be found in other professions, they often work as a stepping stone to launch their first data science job:\u003C/strong>\u003C/p>\n\n\u003Col>\n\t\u003Cli>Statistics\u003C/li>\n\t\u003Cli>Tableau\u003C/li>\n\t\u003Cli>Physics\u003C/li>\n\t\u003Cli>Economics\u003C/li>\n\t\u003Cli>Clustering\u003C/li>\n\t\u003Cli>Experiments\u003C/li>\n\t\u003Cli>C++\u003C/li>\n\t\u003Cli>Software development\u003C/li>\n\t\u003Cli>MATLAB\u003C/li>\n\t\u003Cli>Statistical analysis\u003C/li>\n\u003C/ol>\n\n\u003Cp>\u003Cstrong>Distinguished skills\u003C/strong> – these are advanced skills that are most preferred for candidates applying for various data science job roles.\u003C/p>\n\n\u003Cp>\u003Cstrong>To get into such kind of job roles advanced skill set is required, thus a certification in data science along with training programs would be much preferred:\u003C/strong>\u003C/p>\n\n\u003Col>\n\t\u003Cli>Pandas\u003C/li>\n\t\u003Cli>Econometrics\u003C/li>\n\t\u003Cli>Model building\u003C/li>\n\t\u003Cli>NumPy\u003C/li>\n\t\u003Cli>Scikit-Learn\u003C/li>\n\t\u003Cli>Classification algorithms\u003C/li>\n\t\u003Cli>Pipeline\u003C/li>\n\t\u003Cli>Data engineering\u003C/li>\n\t\u003Cli>Supervised learning\u003C/li>\n\t\u003Cli>Unsupervised learning\u003C/li>\n\u003C/ol>\n\n\u003Cp>\u003Cstrong>Data science challenges\u003C/strong>\u003C/p>\n\n\u003Cp>During the interview, the recruiter may come up with questions related to data science challenges and problems. This is where the candidate’s expertise will be judged or analyzed.\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-right\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-13/aaadat-6.webp\" type=\"image/webp\">\u003Cimg alt=\"Frequently asked Interview Questions and Skills You Need to know in Data Science\" class=\"image-align-right\" height=\"138\" src=\"https://cdn.quasa.io/photos/foto-13/aaadat-6.jpeg\" width=\"300\" />\u003C/picture>\u003Cstrong>You should be ready with answers to questions like: \u003C/strong>\u003C/p>\n\n\u003Col>\n\t\u003Cli>What would your next step be if you get to know your project is failing?\u003C/li>\n\t\u003Cli>What are the kind of steps you would take or alternative statistical models you would make to ensure everything goes as planned?\u003C/li>\n\u003C/ol>\n\n\u003Cp>Top employers are in a keen lookout for data science candidates who can solve data science challenges and those who can distinguish between the technical skill and business acumen.\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-13/aaadat-8.webp\" type=\"image/webp\">\u003Cimg alt=\"Frequently asked Interview Questions and Skills You Need to know in Data Science\" class=\"image-align-left\" height=\"171\" src=\"https://cdn.quasa.io/photos/foto-13/aaadat-8.jpeg\" width=\"294\" />\u003C/picture>You must be well prepared for questions like what are the data science sources you would use or how do you acquire data, what would be your end goal?\u003C/p>\n\n\u003Cp>As mentioned previously, a \u003Cstrong>career in data science\u003C/strong> is not a cakewalk. Getting into the crux of it also requires the candidate to hold a strong stand on soft skills.\u003C/p>\n\n\u003Cp>\u003Cstrong>Also read:\u003C/strong> \u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/world-rolls-eyes-at-jaguar-s-yassified-electric-car\">World Rolls Eyes at Jaguar's Yassified Electric Car\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/the-voyager-probes-are-dying\">The Voyager Probes Are Dying\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/man-swallows-pill-containing-wireless-camera-live-on-stage-streams-inside-of-body-for-audience\">Man Swallows Pill Containing Wireless Camera Live on Stage, Streams Inside of Body for Audience\u003C/a>\u003C/li>\n\u003C/ul>\n\n\u003Cp>Thank you!\u003Cbr />\nSubscribe to our newsletter! Join us on social networks!\u003Cbr />\nSee you!\u003C/p>","frequently-asked-interview-questions-and-skills-you-need-to-know-in-data-science","2021-11-10T13:17:27.000000Z","2025-04-03T11:30:00.000000Z","03.04.2025",{"image":82,"image_webp":83,"thumb":84,"thumb_webp":85},"https://cdn.quasa.io/images/news/iLlevOsrdis4KTNlbfCK6tgcR58ShEZdJzT87cZt.jpg","https://cdn.quasa.io/images/news/iLlevOsrdis4KTNlbfCK6tgcR58ShEZdJzT87cZt.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/iLlevOsrdis4KTNlbfCK6tgcR58ShEZdJzT87cZt.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/iLlevOsrdis4KTNlbfCK6tgcR58ShEZdJzT87cZt.webp","large",null,2978,1,"en",0,{"id":69,"title":65,"slug":66,"meta_title":93,"meta_description":94,"meta_keywords":95,"deleted_at":87,"created_at":96,"updated_at":97,"lang":90},"Quasa Media - Growth Hacking in Business","Business is a battlefield. In QUASA MEDIA you will find all the most useful articles on how to do business and not screw up.","Business, earn money, business strategy, business process","2021-08-03T10:59:17.000000Z","2024-08-25T15:45:11.000000Z",[99,115,128,140,152],{"title":100,"description":101,"slug":102,"created_at":103,"publish_at":104,"formatted_created_at":105,"category":106,"links":107,"view_type":112,"video_url":87,"views":113,"likes":91,"lang":90,"comments_count":91,"is_pinned":114},"Baidu Drops ERNIE-Image: A Compact 8B Open-Source Text-to-Image Model That Tops the Charts","Baidu has just released ERNIE-Image — a new open-weight text-to-image generator that is already turning heads in the AI 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Cloudflare quietly turned a long-standing dream into reality: it moved Email Service into public beta and added full Email Sending alongside the years-old Email 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platforms to big corporations, Mozilla’s subsidiary MZLA Technologies has taken a very different route.","mozilla-nails-it-thunderbolt-brings-chatgpt-at-home-to-the-enterprise-without-vendor-lock-in","2026-04-19T15:37:27.000000Z",{"title":58,"slug":63},{"image":135,"image_webp":136,"thumb":137,"thumb_webp":138},"https://cdn.quasa.io/images/news/qaAODXSpJy6qpJc0eO9DQ2Y6ccJR1tlL5i3mN0kV.jpg","https://cdn.quasa.io/images/news/qaAODXSpJy6qpJc0eO9DQ2Y6ccJR1tlL5i3mN0kV.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/qaAODXSpJy6qpJc0eO9DQ2Y6ccJR1tlL5i3mN0kV.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/qaAODXSpJy6qpJc0eO9DQ2Y6ccJR1tlL5i3mN0kV.webp",71,{"title":141,"description":142,"slug":143,"created_at":144,"publish_at":144,"formatted_created_at":120,"category":145,"links":146,"view_type":112,"video_url":87,"views":151,"likes":91,"lang":90,"comments_count":91,"is_pinned":114},"X Is Finally Cracking Down on Unlabeled Ads — And It’s Personal","For years, X (formerly Twitter) has been a playground for undisclosed promotions, coordinated spam networks, and “native” advertising that masquerades as organic content.","x-is-finally-cracking-down-on-unlabeled-ads-and-it-s-personal","2026-04-19T15:07:48.000000Z",{"title":65,"slug":66},{"image":147,"image_webp":148,"thumb":149,"thumb_webp":150},"https://cdn.quasa.io/images/news/CQJ1gdssFGyJpfhfmRU2X4WT5fk5Boc8APXsjWX6.jpg","https://cdn.quasa.io/images/news/CQJ1gdssFGyJpfhfmRU2X4WT5fk5Boc8APXsjWX6.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/CQJ1gdssFGyJpfhfmRU2X4WT5fk5Boc8APXsjWX6.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/CQJ1gdssFGyJpfhfmRU2X4WT5fk5Boc8APXsjWX6.webp",73,{"title":153,"description":154,"slug":155,"created_at":156,"publish_at":157,"formatted_created_at":120,"category":158,"links":159,"view_type":112,"video_url":87,"views":164,"likes":91,"lang":90,"comments_count":91,"is_pinned":114},"Bitcoin Developers Propose BIP-361: Quantum-Proof Migration That Would Freeze Millions of Legacy Coins","In a move that could reshape the security of Bitcoin’s unspent transaction outputs forever, Bitcoin developers have introduced BIP-361 — officially titled “Post Quantum Migration and Legacy Signature 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Enterprisers are people who undertake a business or enterprise with the chance of earning profits or suffering from loss.","the-anatomy-of-an-entrepreneur","2021-08-04T15:18:21.000000Z","2025-12-14T06:09:00.000000Z","14.12.2025",{"title":65,"slug":66},{"image":175,"image_webp":87,"thumb":176,"thumb_webp":176},"https://cdn.quasa.io/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp",70869,2,{"title":180,"description":181,"slug":182,"created_at":183,"publish_at":184,"formatted_created_at":185,"category":186,"links":187,"view_type":86,"video_url":87,"views":192,"likes":193,"lang":90,"comments_count":91,"is_pinned":114},"Advertising on QUASA","QUASA MEDIA is read by more than 400 thousand people a month. We offer to place your article, add a link or order the writing of an article for publication.","advertising-on-quasa","2022-07-06T07:33:02.000000Z","2025-12-15T17:33:02.000000Z","15.12.2025",{"title":58,"slug":63},{"image":188,"image_webp":189,"thumb":190,"thumb_webp":191},"https://cdn.quasa.io/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://cdn.quasa.io/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.webp",70633,4,{"title":195,"description":196,"slug":197,"created_at":198,"publish_at":199,"formatted_created_at":200,"category":201,"links":202,"view_type":112,"video_url":87,"views":205,"likes":193,"lang":90,"comments_count":91,"is_pinned":114},"What is a Startup?","A startup is not a new company, not a tech company, nor a new tech company. You can be a new tech company, if your goal is not to grow high and fast; then, you are not a startup. ","what-is-a-startup","2021-08-04T12:05:17.000000Z","2025-12-17T13:02:00.000000Z","17.12.2025",{"title":65,"slug":66},{"image":203,"image_webp":87,"thumb":204,"thumb_webp":204},"https://cdn.quasa.io/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp",68264,{"title":207,"description":208,"slug":209,"created_at":210,"publish_at":211,"formatted_created_at":212,"category":213,"links":214,"view_type":112,"video_url":87,"views":219,"likes":178,"lang":90,"comments_count":89,"is_pinned":114},"Top 5 Tips to Make More Money as a Content Creator","Content creators are one of the most desired job titles right now. Who wouldn’t want to earn a living online?","top-5-tips-to-make-more-money-as-a-content-creator","2022-01-17T17:31:51.000000Z","2026-01-17T11:30:00.000000Z","17.01.2026",{"title":19,"slug":20},{"image":215,"image_webp":216,"thumb":217,"thumb_webp":218},"https://cdn.quasa.io/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://cdn.quasa.io/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.webp",42236,{"title":221,"description":222,"slug":223,"created_at":224,"publish_at":225,"formatted_created_at":226,"category":227,"links":228,"view_type":86,"video_url":87,"views":233,"likes":178,"lang":90,"comments_count":91,"is_pinned":114},"8 Logo Design Tips for Small Businesses","Your logo tells the story of your business and the values you stand for.","8-logo-design-tips-for-small-businesses","2021-12-04T21:59:52.000000Z","2025-05-05T03:30:00.000000Z","05.05.2025",{"title":15,"slug":16},{"image":229,"image_webp":230,"thumb":231,"thumb_webp":232},"https://cdn.quasa.io/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://cdn.quasa.io/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.webp",41331,[235,236,237,238,239,240,241,242,243,244,245,246,247],{"title":23,"slug":24},{"title":47,"slug":48},{"title":55,"slug":56},{"title":43,"slug":44},{"title":51,"slug":52},{"title":31,"slug":32},{"title":35,"slug":36},{"title":27,"slug":28},{"title":19,"slug":20},{"title":15,"slug":16},{"title":58,"slug":63},{"title":11,"slug":12},{"title":65,"slug":66}]