Responsibilities
?Design?&?develop?enterprise?solutions?to?be?flexible,?scalable?&?extensible.?Improve?complex?data?flow,?data?structures?and?database?design?to?move?to?next?platform.?Be?a?Role?Model?to?the?team?to?collaborate?on?good?object-oriented?designs?&?domain?modeling.?Enforce?good?agile?practices?like?test?driven?development,?Continuous?Integration.?Build?solutions?that?incorporate?numerical?techniques?such?as?linear?algebra,?machine?leaning,?statistics,?and?optimization.?Hands-on?development?will?be?an?integral?part?of?the?responsibilities.?Develop?areas?of?continuous?and?automated?deployment.?Introduce?and?follow?good?development?practices,?innovative?frameworks?and?technology?solutions?that?help?business?move?faster.?Follow?best?practices?like?estimation,?planning,?reporting?and?improvement?brought?to?processes?in?every?day?work.
Requirements
?5+?years?of?experience?in?data?science?field?An?advanced?degree?in?engineering,?computer?science,?statistics?or?related?field?is?preferred?Expertise?with?popular?LM?algorithms,?can?derive?algorithms?and?independent?modelling.?Experience?with?text?classification/extraction?and?Natural?Language?Processing.?Expertise?with?Python?and?its?packages?like?pandas,?scikit-learn,?TensorFlow,?numpy,?NLTK?is?a?plus.?Strong?independent?analysis?and?statistics?ability.?Intermediate?knowledge?of?statistical?methods?is?desirable??Experience?with?back-end?XML,?relational,?and?file-based?databases?(e.g.?SQL,?Postgres,?Redshift,?Netezza,?HDFS)?Familiarity?with?developing?and?deploying?solutions?using?services?in?the?Amazon?AWS?ecosystem?(Lambda,?EC2,?RDS,?EMR)?is?a?plus.?Familiarity?with?common?data?cleaning?and?munging?techniques?Familiarity?with?automation?tools?such?as?Puppet?or?Chef?is?a?plus.?Familiarity?with?data?visualization?is?a?plus?(e.g.?Tableau,?Shiny,?d3)?Familiarity?with?statistical?software,?linear?algebra,?optimization,?and?information?visualization?is?a?plus.?Familiarity?with?mutual?fund,?fixed?income,?and?equity?data?is?a?plus?Fluent?in?both?oral?and?written?English.
Morningstar?is?an?equal?opportunity?employer.?
晨星是一家提供平等就業(yè)機(jī)會(huì)的公司，我們歡迎并接納來(lái)自多樣背景、兼具不同經(jīng)驗(yàn)的人才，我們尊重個(gè)人差異并致力于營(yíng)造包容、開放的工作環(huán)境。