Artificial Intelligence Specialist (AI Specialist)
MDAEdge · Folsom, NJ · 1 mo ago
On-siteOTHRFull-time
Job Summary
A career in Data & Analytics will provide the opportunity to design, develop, test, deploy, and monitor standardized or ad hoc reports, dashboards, or data requests. Additionally, this role involves developing and maintaining Artificial Intelligence/Machine Learning (AI/ML) models and routines for end-user access for analytical purposes. The role includes working with databases, data warehouses, queries, scripts, and reporting information for end-users. Analysts also integrate data from multiple sources to produce requested or required data elements, metrics, Key Performance Indicators (KPIs), reports, or visualizations.
Requirements
- 3-5 years of experience in data engineering with a significant focus on Snowflake
- 3-5 years of expertise with complex SQL
- 3-5 years of expertise in stored procedures using JavaScript or Python
- 3-5 years of experience supporting AI initiatives in a data engineering or data scientist role
- Proficiency in Pandas, PySpark, Snowpark ML
- Knowledge of Snowflake Cortex Large Language Model (LLM) functions and statistical modeling
- Proficient with configuration of REST/SOAP APIs and parsing of XML/JSON data
- Strong ability to carry out assigned tasks independently with little supervision
- Extensive experience with data warehousing concepts and performance optimization
- Extensive experience in Extract, Transform, and Load (ETL/ELT) tools; IICS platform is a plus
- Proactive with a can-do attitude and willingness to learn new technologies
Responsibilities
- Build and maintain data pipelines using Informatica Intelligent Cloud Services (IICS) and Snowflake
- Integrate various sources into Snowflake for model validation and deployment
- Support deployment and monitoring of AI/ML models in production
- Implement best practices for the utilization of Cortex and other Snowflake functions
- Partner with users and analysts to complete functional specifications and translate them into technical specifications for development work
- Maintain documentation for all routines developed