AI ML Data Modeling
AI ML Data Modeling
Posted on :
06-12-2024
Employer Active
1 Vacancy
Job Alert
You will be updated with latest job alerts via emailValid email field required
Send jobs
Share
Send me jobs like this
Job Alert
You will be updated with latest job alerts via emailValid email field required
Send jobs
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.
Employment Type
Full Time
Key Skills
Report This Job
Disclaimer: Drjobpro.com is only a platform that connects job seekers and employers. Applicants are advised to conduct their own independent research into the credentials of the prospective employer.We always make certain that our clients do not endorse any request for money payments, thus we advise against sharing any personal or bank-related information with any third party. If you suspect fraud or malpractice, please contact us via contact us page.
