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Full Stack Data Scientist – Data Analytics Team

Full Stack Data Scientist – Data Analytics Team

Mantras2success Consultants
Fresher
Not Disclosed
  • Posted an hour ago
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Job Description

Job Description:

AbouttheRole:

Wearelookingforahands-onFullStackDataScientistwhocanindependentlymanagethe
entiremachinelearninglifecycle-fromdatawranglingtodeployment-withoutrelyingona
dedicateddataengineeringteam.Thisroleisidealforsomeonewhothrivesinafast-paced,self-
directedenvironmentandispassionateaboutbuildingreal-worldMLsolutionsthatdrive
businessoutcomes.
KeyResponsibilities:
∙OwnthefullMLpipeline:dataingestion,cleaning,featureengineering,model
development,deployment,andmonitoring.
∙Buildandfine-tunemodelsusingPythonandframeworkslikeScikit-learn,XGBoost,
TensorFlow,orPyTorch.
∙DeploymodelsusingDatabricks,MLflow,andcloud-nativetools(preferablyAzure).
∙Developrobust,scalablepipelinesusingPySparkornativeDatabricksworkflows.
∙CollaboratewithBIanalystsandbusinessstakeholderstotranslaterequirementsinto
production-readysolutions.
∙Maintainandimproveexistingmodelsandpipelineswithminimalsupervision.
RequiredSkills:
∙3+yearsofexperienceinapplieddatascienceorMLengineering.
∙StrongPythonprogrammingskills,includingexperiencewithdatamanipulationandMLlibraries.
∙ExperiencewithDatabricksandcloud-basedMLdeployment(Azurepreferred).
∙AbilitytoworkindependentlyacrossthefullstackofMLdevelopmentanddeployment.
∙Familiaritywithversioncontrol(Git),CI/CD,andMLOpsbestpractices.
∙Excellentcommunicationskillsandabilitytoworkwithremoteteamsacrosstimezones.
NicetoHave
∙ExperiencewithdatapipelinedevelopmentusingPySparkorDeltaLake.
∙ExposuretoDocker,RESTAPIs,orreal-timeinference.
∙Priorexperienceworkinginamanufacturingorindustrialanalyticsenvironment.
InterviewProcess:
Shortlistedcandidateswillberequiredtocomplete:
∙AnonlinetechnicalskillsassessmentfocusedonPythonandappliedmachinelearning.
∙Anin-personpracticaltestatourAhmedabadTechCentertoevaluatereal-world
problem-solvinganddeploymentcapabilities.

Hours:2:30PM-11:30PMIST(working from Office)
Reportsto:Manager,DataAnalyticsCalifornia,USA

More Info

Key Skills