Senior Specialist - Data Engineering
Apply NowCompany: Futran Tech Solutions Pvt. Ltd.
Location: Orlando, FL 32828
Description:
Job Description and Client expectation
Develop and deploy machine learning models using Python and Databricks including Unity Catalog Workflows and ML Flow
Create and refine features from raw data to improve the performance of machine learning models This includes selecting transforming and constructing meaningful variables that enhance model accuracy and predictive power
Collaborate with crossfunctional teams to identify opportunities for AIdriven improvements and innovations
Ensure the robustness and scalability of AI models through rigorous testing and validation
Perform data mining and analysis using stateoftheart methods to uncover insights and trends
Process cleanse and verify the integrity of data used for analysis
Develop analytical models to support strategic management decisionmaking
Maintain and enhance existing models
Work on adhoc analysis and handle data requests from business stakeholders
Provide support for existing analytical processes and meet stakeholders service expectations
Develop and maintain comprehensive documentation of code and processes
Prepare presentations and summaries around findings and implications of analysis to present to business stakeholders
Technical and Soft Skills
Experience applying AIMLDL methods and algorithms across various business functions
Skilled in model optimization evaluation and selection techniques
Strong Python coding skills
Experience with machine learning platforms
Experience applying AIMLDL methods and algorithms across various business functions
Skilled in model optimization evaluation and selection techniques
Strong Python coding skills
Proficient in machine learning libraries eg scikitlearn TensorFlow Keras XGBoost and algorithms
Advanced knowledge of statistics and tools for data analysis eg numpy pandas Matplotlib etc
Proficiency in SQL for data extraction transformation and analysis including complex joins CTEs aggregations and analytical functions
Proven ability to communicate technical business requirements to nontechnical end users
Strong organizational skills and the ability to prioritize and meet multiple deadlines within a fastpaced environment
Develop and deploy machine learning models using Python and Databricks including Unity Catalog Workflows and ML Flow
Create and refine features from raw data to improve the performance of machine learning models This includes selecting transforming and constructing meaningful variables that enhance model accuracy and predictive power
Collaborate with crossfunctional teams to identify opportunities for AIdriven improvements and innovations
Ensure the robustness and scalability of AI models through rigorous testing and validation
Perform data mining and analysis using stateoftheart methods to uncover insights and trends
Process cleanse and verify the integrity of data used for analysis
Develop analytical models to support strategic management decisionmaking
Maintain and enhance existing models
Work on adhoc analysis and handle data requests from business stakeholders
Provide support for existing analytical processes and meet stakeholders service expectations
Develop and maintain comprehensive documentation of code and processes
Prepare presentations and summaries around findings and implications of analysis to present to business stakeholders
Technical and Soft Skills
Experience applying AIMLDL methods and algorithms across various business functions
Skilled in model optimization evaluation and selection techniques
Strong Python coding skills
Experience with machine learning platforms
Experience applying AIMLDL methods and algorithms across various business functions
Skilled in model optimization evaluation and selection techniques
Strong Python coding skills
Proficient in machine learning libraries eg scikitlearn TensorFlow Keras XGBoost and algorithms
Advanced knowledge of statistics and tools for data analysis eg numpy pandas Matplotlib etc
Proficiency in SQL for data extraction transformation and analysis including complex joins CTEs aggregations and analytical functions
Proven ability to communicate technical business requirements to nontechnical end users
Strong organizational skills and the ability to prioritize and meet multiple deadlines within a fastpaced environment