Experienced Full Stack Data Analyst – AI Model Development and Customer Support
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 exceptional 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 driving the development, implementation, and support of data analysis and AI (ML) model development for our attractions. You'll work closely with internal partners to deliver elite visitor experiences through intelligent and data-driven systems across arenaflex's Encounters (DX).
About arenaflex
arenaflex is a leading entertainment and innovation company that's built on the principles of continuous innovation and pushing the limits of what's possible. Our founder, Walt, was passionate about creating and delivering exceptional experiences, and this passion remains at the heart of our business today. We're committed to making 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, implementation, and support of data analysis and AI (ML) model development for our attractions. As a Key Information Researcher, you'll work closely with internal partners to deliver elite visitor experiences through intelligent and data-driven systems across arenaflex's Encounters (DX). 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, implementation, and support of data analysis and AI (ML) model development for our attractions
- Lead and work with different specialists and data researchers to execute and effectively scale ML solutions to create extraordinary experiences for our visitors and push the limits of functional objectives
- Drive innovation, idea validation, innovation funding, and customer communications that lead to growing top-tier AI stages
- 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 models in predictive analysis, clustering, image recognition, NLP, anomaly detection, and more, and assess their performance on real-world datasets
- Collaborate with different teams to achieve goals in improving system performance Coordinate with existing software practices that produce efficient code, including automated testing, continuous integration, code style consistency, and code reviews
Required Capabilities and Abilities
* 2+ years of experience in Python and with predictive modeling experiences, such as TensorFlow, SparkMLib, PySpark, Light, MXNet, and more
- 2+ years of master-level experience in cloud platforms like AWS and GCP
- Proficient in SDLC, QA cycles, and Agile Programming Frameworks
- Master-level experience in structured and unstructured data (i.e., images, video, text, etc.) and SQL social and non-social datasets
- 2+ years of experience with Wind stream 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 expected outcomes, relational skills, and determination to complete responsibilities
- Strong systems integration engineering skills, capable of transforming new tech into business solutions
Preferred Capabilities
* Experience with Docker
- Experience with control 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 techniques
- Experience with automated testing, continuous integration, and continuous development
- Experience with data representation and data validation tools (e.g., Splunk, Plotly, Tableau)
- Experience with audio analysis
- Experience with text analysis
Education
* Bachelor's of Science in Computer Science, Information Science, Statistics, Computer Engineering, Software Engineering, or similar technical foundation
- Preferred: Ph.D. in Computer Science, Information Science, Statistics, Computer Engineering, Software Engineering, or similar technical foundation
What We Offer
* A dynamic and innovative work environment that's always pushing the boundaries of what's possible
- Opportunities for career growth and professional development
- A comprehensive benefits package, including health insurance, retirement savings, and paid time off
- A competitive salary and bonus structure
- A fun and supportive team environment that's passionate about creating and delivering exceptional experiences for our visitors
How to Apply
If you're a motivated and experienced Full Stack Data Analyst looking for a new challenge, we encourage you to apply for this exciting opportunity. Please submit your resume and a cover letter explaining why you're the perfect fit for this role. We can't wait to hear from you! Apply for this job