AI Engineer Data Scientist - Coimbatore, India - Numentica LLC

Description

This is a remoteposition.

Asa DataScientist/ AI Engineer you are responsiblefor developing a generative AI searchproduct possessing skills in LLM (Large Language Models) prefer tohave worked with ChatGPT ML models etc. Develop and present initialproof of concepts developCloudbased machine learningapplications that enhance our Constituent experience will have aunique opportunity to use your quantitative skills in statisticsmachine learning to answer high impact open questions prototypecutting edge algorithms engage in large scale experimentation anddrive business insights through data.Understand companys datastrategy business priorities and success measures to providecontext for designing and buildingmodels.

Roles andResponsibility:

• Design and develop agenerative AI search product using LLM (Large Language Models)ChatGPT ML models etc.
  
• Creating an initial POC.
  
• Develop enterprise gradeapplications usingPython/Java/GO.Excellent on machine learning pipelines that curatedatasets train test and validate models compare model performanceto existing or previously cataloged models and then package themodels and either deploy them to a realtime serving layer or handlebatch scoring activities.
  
• Conduct data profiling catalogingand data mapping for technical design using a use casebasedapproach that drives the construction of technical data flows.Assess the effectiveness and accuracy of data sources and datagatheringtechniques.
  
• Design and develop MachineLearning and Statistical Models (preferably using R &Python) and other data analysis techniques to collect explore andextract insights from structured and unstructured data Collaboratewith Microsoft Cloud Solution Architects and Data PlatformEngineers in developing complex endtoend Enterprise solutions onMicrosoft Azureplatform.
  

Qualifications:

• Bachelor s degree orMS degree in Computer Science Informatics Statistics AppliedMathematics Data Science Machine Learning or equivalent. Ph. D.preferred.
  
• Experience with generative AIsearch product LLM (Large Language Models) is mandatory and preferto have worked with ChatGPT ML modelsetc.
  
• At least 3 years handsonexperience with MLsome experience Finetuning LLMs and PromptEngineering.
  
• Experience with Python/Java/GO isa must.
  
• Experience with one or more DataScience/Machine Learning tools and frameworks (i.e Python ScikitNLTK NumPy PyMongo Pandas TensorFlow R Spark) will be aplus.
  
• Machine learning using kNN naive bayesdecision trees SVM experiencerequired
  
• Knowledge and experience with ModelManagement ideally using Azure ML service and/or MLFlow as well asdeployment of models using Azure KubernetesService
  
• Deep understanding of statistical and machinelearning modeling with experience applying these modelingtechniques to business problems.
  
• Experience using data mining and statisticaltools.
  
• Solid pattern recognition and predictivemodeling skills.
  
• Knowledge of recommendation engines scoringsystems A/B testing.
  
• Experience leveraging a variety of servicesto act as data sources such as Azure Data Lake Azure SynapseAnalytics Azure SQL Azure EventHub/IoT Hubetc.
  
• Knowledge of using automated machine learning(AutoML) frameworks to enhanceproductivity
  
• Extensive experience connecting to DataPlatforms including data lakes data warehouses NoSQL databases andAPIs.
  
• Ability to set up data and experimentalplatforms
  
• Knowledge of data query and data processingtools (T SQL)
  
• Communication is essential for this role mustbe able to listen and understand the question and develop anddeliver clear insights.
  
• Outstanding teamplayer.