Experienced Full Stack Data Analyst – AI Model Development and Deployment for arenaflex Encounters
At arenaflex, we're a dynamic and innovative company that's always pushing the boundaries of what's possible. Our mission is to create and deliver extraordinary experiences for our visitors, and we're constantly seeking new ways to improve these experiences. As a Key Information Researcher in our team, you'll play a crucial role in directing the creation, implementation, and support of data analysis and AI model development for our attractions. You'll work closely with internal partners to deliver exceptional visitor experiences with intelligent and data-driven systems across arenaflex Encounters (DX).
About arenaflex
arenaflex is a leading entertainment and innovation company that's dedicated to making a lasting impact. Our founder, Walt, was passionate about continuous innovation and pushing the limits of what's possible, and this spirit remains at the heart of our business today. We're committed to creating and delivering extraordinary experiences for our visitors, and we're always seeking new ways to improve these experiences.
Job Summary
We're seeking an experienced Full Stack Data Analyst to join our team and contribute to the development and deployment of AI models for our attractions. As a Key Information Researcher, you'll work closely with internal partners to deliver exceptional visitor experiences with intelligent and data-driven systems. This is an exciting opportunity to be part of the arenaflex family from the comfort of your own home, with no prior experience necessary – just a passion for customer service and a love for all things arenaflex!
Key Responsibilities
* Collaborate with internal partners to drive the development and implementation of AI models for our attractions
- Work with data scientists and engineers to execute and scale AI solutions to create extraordinary experiences for our visitors
- Drive innovation, idea validation, and proof-of-concept development to grow top-tier AI platforms
- Manage functional support and maintenance of ML-related products and services delivered by the team
- Build standard techniques used in everyday tasks and work with specialty units to plan, design, and execute large-scale projects in the AI space
- Productionize ML algorithms in predictive analysis, clustering, image recognition, NLP, anomaly detection, and more, and assess their performance on real-world datasets
How You'll Make an Impact
* Drive business outcomes by applying ML to identify and solve complex business problems
- Collaborate with cross-functional teams to achieve goals in improving system performance and integrating with existing software practices
- Work with data scientists and engineers to develop and deploy AI models that create extraordinary experiences for our visitors
- Contribute to the development of AI platforms that drive business growth and innovation
Required Capabilities and Abilities
* 2+ years of experience in Python and predictive modeling, including TensorFlow, SparkMLib, PySpark, Light, MXNet, and more
- 2+ years of experience in cloud platforms like AWS and GCP
- Proficiency in SDLC, QA cycles, and Agile programming methodologies
- Master's-level experience in structured and unstructured data (images, video, text, etc.) and SQL social and non-social datasets
- 2+ years of experience with Windstream or another data workflow management tool
- Experience with version control software like GitHub and GitLab, Model Operations, and CI/CD pipelines
- Experience in driving discovery processes with partners to identify business requirements and desired outcomes
Preferred Capabilities
* Experience with Docker
- Experience with containerization frameworks
- Experience with Kubernetes
- Experience with cloud platforms in GCP or another cloud platform
- Experience with Atlassian tools like Jira and Confluence
- Experience with Agile development methodologies
- Experience with automated testing, continuous integration, and continuous deployment
- Experience with data visualization and data quality tools (e.g., Splunk, Plotly, Tableau)
Education
* Master's degree in Computer Science, Information Science, Statistics, Mathematics, or a related technical field
- Ph.D. in Computer Science, Information Science, Statistics, Mathematics, or a related technical field (desired)
What We Offer
* Competitive salary and benefits package
- Opportunity to work with a dynamic and innovative company
- Collaborative and supportive work environment
- Professional development and growth opportunities
- Flexible work arrangements, including remote work options
- Access to cutting-edge technology and tools
- Recognition and rewards for outstanding performance
How to Apply
If you're passionate about data analysis, AI model development, and deployment, and you're looking for a challenging and rewarding role, we encourage you to apply! Please submit your resume and a cover letter explaining why you're the ideal candidate for this role. We can't wait to hear from you! Apply for this job