Data Scientist
Location- Chicago,IL(Hybrid)
Education&ExperienceRequired:
-Bachelor''sDegree(DataScience,Analytics,ComputerScience,Engineeringorrelatedfield)2-4yearsexperience
-CandidateswitharelevantMaster''sdegreeandPHdwith1-2yearexperience
TechnicalSkills(Required)
-Excellentpythonskills(numpy/pandas/matplotlib/sklearn),versioncontrol(git),SQLanddatabaseAPIs(cx_oracle,pymysql,sqlalchemy),clouddeploymentexperience(AWS,containerization)andfamiliaritywithAWSservices(S3/EC2/SageMaker).
-ComfortableandeffectiveworkinginanAgile/Scrumenvironment.
-Desiredqualifications:MachineLearningmodeldevelopmentexperience,familiaritywithengineering/IOTsystems,telematics/timeseriesdataanalysis,andmultiprocessingframeworks
(Desired)
-AWSCertifiedCloudPractitioner(orhigher)-desired
SoftSkills(Required)
-Excellentcommunicationskills.
-Criticalthinkingandindependentproblemresolution.
-Abilitytoworkbothindependentlyandonateam:collaboratesandcompromiseseffectively.
Position'sContributionstoWorkGroup:
- DataScientistroletodevelopanddeliveranalyticsmodelsforclient''sequipmentconditionmonitoringfortheenterprise,andforaftermarketsolutionsforcustomersanddealers.
- Conditionmonitoringmodelsincludefailureprediction,remaininglifeestimation,serviceintervalextension,andcomponentriskmodels.
- Methodsincludemachinelearning,deeplearning,statisticalandrule-basedmodels,andotherdataanalyticstechniquestogenerateactionableinsightsfromtime-seriesmachinesensordata,othertelematicsdata,fluidsanalysis,andmachineinspectionandservicerecords.
Typicaltaskbreakdown:
-Collectandnegotiaterequirementsforconditionmonitoringmodels.
-Access,analyze,cleanse,preprocessdata;cultivategroundtruthdatasetsasneeded.
-Exploreanddownselectmodelingapproaches.
-Develop,backtestandvalidatemodelsinpython,inbothon-premandAWSenvironments.
-Computemodelperformancemetrics.
-ParticipateindailystandupsandsprintrevealsinScrum/Agileenvironment.
-Explainanddefendmodelingdecisionsandperformanceresults.
-Supportmodelinproduction,resolveincidenttickets.
Interactionwithteam:
- Dailystandupwithteam
- Technicaltouchpointswiththelead