Head/Lead Data Scientist - ETL/Machine Learning

CALIBEHR
Department Icon Data Science Analytics & Machine Learning
Posted: 3 years ago
5-7 years
Mumbai, Maharashtra, India
Data Science Analytics & Machine Learning
Work From Office
Full Time
Posted: 3 years ago
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Job Description

About The Role
  • The artificial intelligence (AI) landscape is being reshaped by the rise of generative models capable of synthesizing high/low-quality data-such as text, images, music, videos, and code- from natural language coupled with large data sets.
  • We are looking for highly motivated candidates for our AI team of data analysts and business analysts. In this role you will be responsible for creating solutions in ML, artificial intelligence (AI), and data science.
  • You will work closely with the Clients business ecosystem to define the AI strategy of Indias first real estate ecosystem of developers, brokers, societies, sellers and end customers who are residents.
  • The ideal candidate will be intricately involved in running AI/ML based analytical experiments in a methodical manner, and will regularly evaluate alternate models via theoretical approaches.
  • This is the perfect opportunity for the successful candidate to become a part of an innovative and energetic team that develops analysis tools which will influence both our products and clients.
  • Youll be expected to execute in the face of ambiguity, shifting priorities, and limited resources.
  • The primary focus should be to capture customer data in a way so that we can create deep personal insights(DPI) leading to a personalised experience for all the stakeholders using the application.
  • Along with DPI, Conversational AI discovery is another important aspect which the candidate has to work through creating a personalised immersive experience which is one of a kind in the real estate industry leading to market leading customer experience.
  • An emerging area of research which the candidate might be involved within the AI ecosystem is one which aims to provide access to digitally stored information through a conversational user interface.
  • The goal of such systems is to effectively process a wide range of queries in natural language, with extensive dialog between the user and the system being a critical component to understanding the users intent and refining responses.
About The Responsibilities
  • Research and develop statistical learning models for data analysis around deep personal insights and personalisation.
  • Collaborate with product management and engineering departments to understand company needs and devise possible solutions.
  • Keep up-to-date with latest technology trends.
  • Communicate results and ideas to key decision makers.
  • Implement new statistical or other mathematical methodologies as needed for specific models or analysis.
  • Ideas & insights into newer AI-powered business models.
  • Projects/products implementation methodologies/processes (agile etc.).
  • AI algorithms around search, research & related roadmap.
  • Develop Conversational AI models and Search and discovery.
  • Technologies & related roadmap.
  • AI platform/products architecture/design/implementation vis-a-vis cloud AI services.
  • AI governance (ethical AI) and related processes.
  • AI/ML models continuous delivery/deployment strategies.
  • Communication with customers/partners /internal stakeholders.
Relevant Qualifications
  • Bachelors/Masters Degree in Computer Science, Statistics, Applied Math or related field from one of the premier institutes in India/Abroad.
  • IIT/IIIT/ISI/RECs would be preferred.
  • 5+ years practical experience with AI/ML, SAS, ETL, data processing, database programming and data analytics.
  • Extensive background in data mining and statistical analysis.
  • Able to understand various data structures and common methods in data transformation.
  • Excellent pattern recognition and predictive modelling skills.
  • Conversational AI skills is a plus.
  • Experience with programming languages such as Java/Python an asset.
(ref:hirist.com)

Skills

AnalyticsArtificial IntelligenceData AnalysisData AnalyticsData MiningData ProcessingData ScienceEtlHeadImplementationProduct ManagementResearchSasStatistical AnalysisStatisticsStrategyTransformation

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About Company

CALIBEHR is a company that appears to be involved in data science, machine learning, and possibly ETL (Extract, Transform, Load) processes. Further information about the company's specific activities and offerings would require additional research beyond the provided link.

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