Spectrum's Operational Analytics & Insight team needs to develop data-driven solutions to business problems by leveraging cutting-edge AI technologies, including real-time transcriptions and other advanced AI applications, to inform digital strategies and answer critical questions about customer experience, sales, and operations.
Requirements
- Proficiency in Python and SQL
- Experience with Large Language Models (LLMs) (finetuning, retraining, and prompt engineering)
- Hands-on experience with AI frameworks and libraries such as TensorFlow, PyTorch, or Transformers for building and deploying models
- Familiarity with advanced AI techniques such as Retrieval-Augmented Generation (RAG), vector databases, LLM integration for enhanced information retrieval and generation, GPT and BERT
- Experience in working with text data including Natural Language Processing (NLP) techniques such as tokenization, lemmatization, sentiment analysis, text classification, topic modeling, and entity recognition
- Expertise in data extracting, transforming, and loading (ETL)
- Familiarity with the properties of the major families of machine learning techniques
Responsibilities
- Planning and leading the complete analytics life-cycle for problem solving, including: requirements gathering, problem formulation, data grooming, data exploration, model prototyping, model validation, and algorithm productionalization
- Leveraging knowledge in analytical and statistical algorithms to assist stakeholders in improving their business
- Leading large-scale exploratory data analyses for new data sources or new uses for existing data sources
- Visualizing and reporting data findings creatively in a variety of visual formats that appropriately provide insight to the stakeholders and explain the importance of patterns in the data.
- Planning effectively to ensure analytics products are flexible, modular, and contain reusable code base
- Apply your AI expertise at scale
- Use analytical, statistical, and programming skills to analyze and interpret data sets
Other
- This role requires the ability to work lawfully in the U.S. without employment-based immigration sponsorship, now or in the future.
- Work cross-functionally to solve complex problems
- Perform involved and independent research and analysis
- Maintain confidentiality and appropriately handle sensitive information
- Hybrid Schedule: Four in-office days weekly
