Artificial Intelligence/Machine Learning DeveloperCommunity Health Group • United States
Artificial Intelligence/Machine Learning Developer
Community Health Group
- United States
- United States
Über
Community Health Group is seeking an AI Developer to enhance the lives of their members through innovative artificial intelligence solutions. The successful candidate will design, develop, and implement AI/ML algorithms, focusing on large language models and their integration into the organizations .NET ecosystem.
Responsibilities : • Collaborates with various stakeholders to understand, meet, and answer business challenges using AI software. • Develops and implements machine learning models and algorithms to solve complex problems and extract insights from large datasets. • Selects appropriate machine learning techniques and models based on the problem at hand, such as supervised learning, unsupervised learning, or reinforcement learning. • Trains, validates, and fine-tunes models using various algorithms and frameworks, such as TensorFlow and PyTorch. • Optimizes models for performance, scalability, and accuracy, considering factors like computational resources and memory constraints. • Collaborates with software developers to integrate AI/ML models into existing systems or develop new applications. • Stays updated with the latest advancements in AI/ML technologies and contributes to the adoption of best practices within the team. • Produces clear documentation, ensure AI solutions meet compliance, security, and ethical standards.
Qualifications : Required : • Minimum of 3 years of software design, development and implementation using the following technologies: • Proficiency in programming languages such as Python, R, and JavaScript for developing AI/ML applications. • Proficiency in C# and the .NET ecosystem, with experience using ML.NET or integrating Python-based AI models into .NET applications. • Experience designing and consuming RESTful APIs. • Hands-on experience with Azure AI Services and or OpenAI APIs. • Strong understanding of machine learning algorithms, including supervised and unsupervised learning, reinforcement learning, and deep learning; familiarity with natural language processing (NLP) techniques and libraries for text analysis and sentiment analysis. • Considerable knowledge of machine learning libraries and frameworks such as TensorFlow, PyTorch, scikit-learn, or Keras. • Hands-on experience with LLM frameworks: Hugging Face, LangChain, LoRA, PEFT, or related. • Deep understanding of transformer architectures, NLP techniques, and embeddings. • Hands-on experience with vector databases. • Proficient in exploratory data analysis (EDA) and data visualization using libraries like Pandas, Matplotlib, or Seaborn. • Strong knowledge of data structures, algorithms, and model evaluation techniques. • Hands-on experience with cloud platforms such as AWS, Azure, and GCP. • Experience with version control systems like Git for collaborative development and code management. • Familiarity with CI/CD pipelines, APIs, microservices, and system integrations. • Strong analytical and problem-solving skills, with the ability to analyze complex issues and design innovative AI/ML. • Effective communication and collaboration skills to work with cross-functional teams. • Ability to manage multiple priorities in a fast-paced environment. • Demonstrated curiosity, adaptability, and passion for innovation in AI technologies. • Experience with LLMOps practices, including monitoring for hallucinations, bias, and compliance in deployed models.
Preferred : • Unit Tests and Mocking techniques • Familiarity with OpenAI function calling, agent frameworks, and orchestration tools. • Experience with EDI systems analysis and design. • Health care data systems such as Diamond or QNXT.
Company :
Community Health Group is a non-profit organization that provides various healthcare services with a focus on the well-being of residents. Founded in 1982, the company is headquartered in Chula Vista, USA, with a team of 201-500 employees. The company is currently Growth Stage.
Sprachkenntnisse
- English
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