Data Scientist
Apply NowCompany: Efficus, Inc.
Location: Orlando, FL 32828
Description:
Job description
Skills
Mandatory Skills : Databricks, Python
Good to Have Skills : Apache Spark, Java, Scala, SparkSQL
- 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
Skills
Mandatory Skills : Databricks, Python
Good to Have Skills : Apache Spark, Java, Scala, SparkSQL