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Data Scientist

Aloden, Inc.
Chicago, IL Full Time
POSTED ON 4/6/2025
AVAILABLE BEFORE 5/5/2025

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

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