AI ML Data Modeling Job at Inherent Technologies, Plano, TX

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  • Inherent Technologies
  • Plano, TX

Job Description

AI ML Data Modeling

Responsibilities

  • Gathers interprets and manipulates structured and unstructured data to enable analytical solutions for the business.
  • Selects the appropriate modeling technique and/or technology with consideration to data limitations application and business needs.
  • Build various ML Models within the Model guidelines and framework.
  • Consults with peers for guidance as needed.
  • Translates business requirements into specific analytical questions build ML Models and present model outcomes to nontechnical business colleagues.
  • Consults with Data Engineering IT the business and other internal stakeholders to deploy analytical solutions
  • Stay current with emerging trends and technologies in data quality management data profiling data cleansing tools and AI/ML.
  • Collaborate with data governance teams to ensure compliance with regulatory requirements and industry and legal standards related to data quality and privacy.
  • Able to identify GenAI use cases given in various business scenarios and come up with possible solutions.
  • Familiar with various GenAl technologies Prompt Engineering RAG etc

Skills & Qualifications

  • 10 to 12 years of relevant experience and 6 years of experience in data science machine learning quantitative analytics (Mathematics Statistics or Operational Research etc) roles
  • Masters degree in computer science Statistics or a related field (Mathematics Operational Research Data Science)
  • Experience in Building and validating statistical machine learning and other advanced analytics models.
  • Experience in Regression (multiple Logistic etc) Classification (Decision Tree Random Forest XGBoost etc) and Time series Forecasting models (ARIMA) Segmentation NLP Deep Learning and Graph Analytics.
  • Experience in Data Mining Python R SQL and familiarity with ML technologies
  • Experience in using ML Libraries.
  • Working Experience in Domino Data Lab AWS Sagemaker Snowflake are a plus
  • Experience using business intelligence tools (e.g. Tableau) and data frameworks (e.g. Hadoop)
  • Excellent problemsolving analytical skills and attention to detail with the ability to identify patterns trends and anomalies in data.
  • Ability to write code that is easy to follow well documented and commented where necessary to explain logic (high code transparency).
  • Experience in querying and preprocessing data from structured and/or unstructured databases using query languages such as SQL HQL NoSQL etc.
  • Experience in working with structured semistructured and unstructured data files such as delimited numeric data files JSON/XML files and/or text documents images etc.
  • Strong communication and collaboration skills with the ability to effectively interact with technical and nontechnical stakeholders.

Job Tags

Work experience placement,

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