Data Scientist - Credit risk

Mid / Senior

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Hybrid

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{"group":"Organization","title":"Data Scientist - Credit risk","zohoId":"557706000005517170","endDate":"2022-11-15T00:00:00.000Z","jobType":"Full Time","job_url":"170-scienaptic-data-scientist-credit-risk","agencyId":1,"location":[{"lat":12.9833,"lon":77.5833,"city":"Bangalore","text":"Bengaluru, Karnataka 560001, India","state":"Karnataka","country":"","zipCode":"560001","is_state":false,"is_country":false,"state_code":"KA","countryCode":"","isLocationSet":true,"loc_h3_hex_res4":"8461893ffffffff","isLocationResolved":false,"is_address_available_from_parser":true}],"maxSalary":null,"minSalary":null,"startDate":"2022-09-20T00:00:00.000Z","onBehalfOf":"57","description":"<span id=\"spandesc\"><h1 style=\"margin: 0px; padding: 0px; border: 0px; outline: 0px; vertical-align: baseline; background-position: 0px 0px; font-stretch: normal; line-height: normal; text-align: justify\" class=\"font_0 align-justify\"><span class=\"highlight\" style=\"\"><span class=\"highlight\" style=\"\"><span class=\"colour\" style=\"\"><span class=\"highlight\" style=\"\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Responsibilities and Duties</span></span></span></span></span></span><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></h1><ul><li class=\"align-justify\" style=\"text-align: justify\"><span class=\"highlight\" style=\"\"><span class=\"colour\" style=\"\"><span class=\"highlight\" style=\"\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Design, build, test and deploy ML models at scale</span></span></span></span></span><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span class=\"highlight\" style=\"\"><span class=\"colour\" style=\"\"><span class=\"highlight\" style=\"\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Experience with modern machine learning techniques including Ensemble Methods, Deep learning</span></span></span></span></span><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span class=\"highlight\" style=\"\"><span class=\"colour\" style=\"\"><span class=\"highlight\" style=\"\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Write production ready code and deploy real time ML models ; expose ML outputs through APIs</span></span></span></span></span><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span class=\"highlight\" style=\"\"><span class=\"colour\" style=\"\"><span class=\"highlight\" style=\"\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Analyse website and apps effectiveness and recommend changes to content, navigation and design</span></span></span></span></span><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span class=\"highlight\" style=\"\"><span class=\"colour\" style=\"\"><span class=\"highlight\" style=\"\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Hypothesis Testing and Design of experiments to analyse and monitor results</span></span></span></span></span><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span class=\"highlight\" style=\"\"><span class=\"colour\" style=\"\"><span class=\"highlight\" style=\"\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Experience in building digital enquiry generation models, product recommendations on website, marketing response models, social media analytics.</span></span></span></span></span><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span class=\"highlight\" style=\"\"><span class=\"colour\" style=\"\"><span class=\"highlight\" style=\"\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Engineer features to improve decision algorithms</span></span></span></span></span><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span class=\"highlight\" style=\"\"><span class=\"colour\" style=\"\"><span class=\"highlight\" style=\"\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Partner with data/ML engineers and vendor partners for input data pipes development and ML models automation</span></span></span></span></span><br /></li></ul><h1 style=\"margin: 0px; padding: 0px; border: 0px; outline: 0px; vertical-align: baseline; background-position: 0px 0px; font-stretch: normal; line-height: normal; text-align: justify\" class=\"font_0 align-justify\"><span class=\"highlight\" style=\"\"><span class=\"highlight\" style=\"\"><span class=\"colour\" style=\"\"><span class=\"highlight\" style=\"\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Skills and competencies</span></span></span></span></span></span><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></h1><ul><li class=\"align-justify\" style=\"text-align: justify\"><span class=\"highlight\" style=\"\"><span class=\"colour\" style=\"\"><span class=\"highlight\" style=\"\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Masters in Computer Science, Mathematical / ML related disciplines with 6+ years of experience into core ML</span></span></span></span></span><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span class=\"highlight\" style=\"\"><span class=\"colour\" style=\"\"><span class=\"highlight\" style=\"\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Solid understanding of probability / statistics / data science / ML along with Python + SQL proficiency</span></span></span></span></span><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span class=\"highlight\" style=\"\"><span class=\"colour\" style=\"\"><span class=\"highlight\" style=\"\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Test of hypotheses and analysis of ML models and optimizing models for accuracy</span></span></span></span></span><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span class=\"highlight\" style=\"\"><span class=\"colour\" style=\"\"><span class=\"highlight\" style=\"\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Experience with Spark or other distributed computing systems for large scale training and prediction of ML models</span></span></span></span></span><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span class=\"highlight\" style=\"\"><span class=\"colour\" style=\"\"><span class=\"highlight\" style=\"\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">End to end system design: data analysis, feature engineering, technique selection, implementation, debugging, and maintenance in production</span></span></span></span></span><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\"><br /></span></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span class=\"highlight\" style=\"\"><span class=\"colour\" style=\"\"><span class=\"highlight\" style=\"\"><span class=\"size\" style=\"font-size: 13px\"><span class=\"font\" style=\"font-family: verdana, sans-serif\">Experience with unstructured data and text mining skillset is a plus</span></span></span></span></span><br /></li></ul><div class=\"align-justify\" style=\"text-align: justify\"><br /></div></span><br />","isHybridJob":true,"isRemoteJob":false,"noOfOpenings":1,"maxExperience":"10","minExperience":"8","isOnPremiseJob":false,"onBehalfOfName":"Scienaptic","otherlocations":[],"zohoCurrencyIn":"USD","experienceLevel":"Mid / Senior","zohoNoOfOpenings":{"noOfOpenings":1,"fulfillmentIds":["557706000005517170-1"]},"otherJobReference":null,"sharpenedJobTitle":"Data Scientist - Credit risk","job_category_group":3,"portalLocationDisplay":"Bangalore KA","expertise_coreskill_or_product":["Other"],"job_id":"2486"}