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Sr. AI/Python Developer

3 months ago

Jacksonville, United States TEKsystems Full time

Top Skills' Details•5+ years related work experience, professional experience working with AI technologies and Python. It will be 50/50. •AI technologies include: -Llama -Mistral -Generative pre-trained transformer (GPT) models -Multi-modal models -Scikit-learn -Pandas -Gensim -NLTK -Large language model (LLM) frameworks such as Lang Chain, Hugging Face, FastAPI, Flask, & Streamlit •Strong experience in building Advanced Retrieval Augmented Generation (RAG) applications with required guardrails. The team is finetuning LLMs and creating and leveraging vector databases such as Pgvector, Redis, Elasticsearch for Retrieval Augmented Generation •The candidate will need experience leading projects, mentoring team members, and working in a collaborative, interdisciplinary team environment, as there is one other team member with AI knowledge. •Knowledge of Dev Ops as they are deploying apps to OpenShift and are deploying a React UI for the AI piece of the project. Description: PROJECT SCOPE: Candidate will be working on Blue Card modernization project. Goal will be to modernize the components using AI technologies on a Python-based platform. JOB SUMMARY: 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. REQUIREMENTS: • Experience with unit testing, release procedures, coding design and documentation protocol as well as change management procedures • Demonstrated organizational, analytical and interpersonal skills • Flexible team player • Ability to manage tasks independently and take ownership of responsibilities • Ability to learn from mistakes and apply constructive feedback to improve performance • Must demonstrate initiative and effective independent decision-making skills • Ability to communicate technical information clearly and articulately • Ability to adapt to a rapidly changing environment • In-depth understanding of the systems development life cycle • May include database knowledge in; SQL, MySQL, Oracle DB, PostgreSQL, Cassandra, dBase, MS Access, etc • Responsible for development, programming, coding of Information Technology solutions using Python • 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. • Excellent understanding of RESTful Architecture style. • We expect the candidate to have ability to take methodical approach to evaluate various libraries with pros and cons to meet business / technical requirements. • Excellent understanding of Python programming mode and required libraries to develop REST API Services. • Must have demonstrated experience developing REST APIs using Python. • Must have demonstrated experience processing batch files using Python • Must have demonstrated experience developing scheduling of batch processes • Proficiency using standard desktop applications such as MS Suite and flowcharting tools such as Visio • High critical thinking skills to evaluate alternatives and present solutions that are consistent with business objectives and strategy Skills: Python, AI, RAG Top Skills Details: Python,AI,RAG Additional Skills & Qualifications: PREFERRED QUALIFICATIONS: 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, ML 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 ML 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, Experience Level: Expert Level About TEKsystems: We're partners in transformation. We help clients activate ideas and solutions to take advantage of a new world of opportunity. We are a team of 80,000 strong, working with over 6,000 clients, including 80% of the Fortune 500, across North America, Europe and Asia. As an industry leader in Full-Stack Technology Services, Talent Services, and real-world application, we work with progressive leaders to drive change. That's the power of true partnership. TEKsystems is an Allegis Group company. The company is an equal opportunity employer and will consider all applications without regards to race, sex, age, color, religion, national origin, veteran status, disability, sexual orientation, gender identity, genetic information or any characteristic protected by law.