Related Bachelor's degree or related work experience 5+ years related work experience, professional experience with technical design and coding in the IT industry Strong experience in building Advanced Retrieval Augmented Generation (RAG) applications with required guardrails Strong experience with a programming language Python with Java background Experience leading projects and working in a collaborative, interdisciplinary team environment, consisting of data scientists, Client engineers, and domain experts Proficient professional hands-on experience in Generative AI Experience integrating LLMs, such as Llama, Mistral, generative pre-trained transformer (GPT) models, or multi-modal models with applications or user interfaces Experience working with modern AI capabilities in Client such as Scikit-learn or pandas Experience with natural language processing such as Gensim or NLTK, large language model (LLM) frameworks such as Lang Chain, Hugging Face and API integration and development such as RESTful APIs Experience finetuning LLMs and creating and leveraging vector databases such as Pgvector, Redis, Elasticsearch for Retrieval Augmented Generation Experience with standup of cloud-based infrastructure and platform services, including AWS or Azure Experience of how to evaluate generative AI models and model output, and how to apply responsible AI principles to LLMs Experience with container technologies, such as Docker or Kubernetes Ability to distill complex technical concepts into easily understandable summaries consumable by business leaders with a non-technical background Knowledge of LLMOps,including frameworks and tools used for deploying LLMs, such as FastAPI, Flask, or Streamlit Knowledge of MLOps, including CI/CD, model training or testing, deployment, or monitoring Familiarity with DevOps principles, including code repository, code management, CI/CD
Responsible for development, programming, coding of Information Technology solutions using Python to enable Florida Blue Customer Experience applications. Responsible for documentation of the system, conduct unit tests, peer code reviews and maintenance of internally developed applications, evaluation and performance testing of purchased products. Responsible for including IT Controls to protect the confidentiality, integrity, as well as availability of the application and data processed or output by the application.
The preferred qualifications listed below reflect desired knowledge, skill, and/or experience. Additional Preferred Qualifications * Various Domain experience; Health Care, Financial, etc * Experience using Agile, Waterfall, or hybrid methodology * Specific tools, languages and specialty skills may vary * React UI development experience is preferable * Strong experience in building Advanced Retrieval Augmented Generation (RAG) applications with required guardrails * Strong experience with a programming language Python with Java background * Experience leading projects and working in a collaborative, interdisciplinary team environment, consisting of data scientists, Client engineers, and domain experts * Proficient professional hands-on experience in Generative AI * Experience integrating LLMs, such as Llama, Mistral, generative pre-trained transformer (GPT) models, or multi-modal models with applications or user interfaces * Experience working with modern AI capabilities in Client such as Scikit-learn or pandas * Experience with natural language processing such as Gensim or NLTK, large language model (LLM) frameworks such as Lang Chain, Hugging Face and API integration and development such as RESTful APIs * Experience finetuning LLMs and creating and leveraging vector databases such as Pgvector, Redis, Elasticsearch for Retrieval Augmented Generation * Experience with standup of cloud-based infrastructure and platform services, including AWS or Azure * Experience of how to evaluate generative AI models and model output, and how to apply responsible AI principles to LLMs * Experience with container technologies, such as Docker or Kubernetes * Ability to distill complex technical concepts into easily understandable summaries consumable by business leaders with a non-technical background * Knowledge of LLMOps,including frameworks and tools used for deploying LLMs, such as FastAPI, Flask, or Streamlit * Knowledge of MLOps, including CI/CD, model training or testing, deployment, or monitoring * Familiarity with DevOps principles, including code repository, code management, CI/CD * React UI development experience is preferable
Veterans/Disabled
Benefits offered include medical, dental and vision benefits; dependent care flexible spending account; 401(k) plan; voluntary life/short term disability/whole life/term life/accident and critical illness coverage; employee assistance program; sick leave in accordance with regulation. Benefits may be subject to generally applicable eligibility, waiting period, contribution, and other requirements and conditions.
Mid-Senior level
Full-time
Engineering and Information Technology
Staffing and Recruiting