Senior AI Engineer, Conversational AI & Agentic SystemsBlooming Health • New York, NY, United States
Senior AI Engineer, Conversational AI & Agentic Systems
Blooming Health • New York, NY, United States
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job_description.job_card.job_descriptionDevelop and implement strategies for data collection, preparation, and augmentation to support model fine-tuning and continuous improvement for both text and voice modalities. Design and implement robust evaluation frameworks to measure conversational AI performance, including metrics for accuracy, fluency, empathy, task completion, and call handling efficiency for telephonic agents. Work on prompt engineering, context management, and dialogue flow design to optimize conversational AI interactions across channels. Integrate and manage speech-to-text (STT) and text-to-speech (TTS) services for telephonic AI solutions. Agentic System Development : Develop agents capable of interacting with internal platform APIs, external data sources, and potentially third-party tools to achieve their goals. Explore and implement techniques for agent planning, tool usage, and multi-step reasoning. Collaboration & Technical Leadership : Partner with Product Managers to understand user needs and translate them into technical requirements for AI features. Work with platform and application engineers to integrate AI models and agents into the broader Blooming Health ecosystem. Mentor junior engineers and contribute to building a strong AI engineering culture. Stay up-to-date with the latest advancements in LLMs, conversational AI (text and voice), agent-based systems, and MLOps. MLOps & Productionization : Ensure AI systems are scalable, reliable, and maintainable. Back-end Development : Familiarity with database technologies (SQL and / or NoSQL) and practical experience in how AI systems interact with data storage and retrieval for training, inference, and logging. Education : Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field. Experience : Demonstrable experience developing and deploying AI-powered telephonic chatbots or Interactive Voice Response (IVR) systems, including integration with STT / TTS technologies. Proven experience fine-tuning and deploying Large Language Models (LLMs) for specific tasks and domains. Strong understanding of model architectures, training techniques, and evaluation metrics. Demonstrable experience designing and building AI agents or systems that exhibit autonomous behavior, decision-making, and / or tool usage. Proficiency in Python and common AI / ML frameworks (e.g., TensorFlow, PyTorch, Hugging Face Transformers, LangChain, LlamaIndex). Experience with cloud platforms (GCP preferred, AWS / Azure acceptable) and their AI / ML services (e.g., Vertex AI, SageMaker, cloud telephony APIs). Solid understanding of MLOps principles and experience with tools for model deployment, monitoring, and CI / CD for ML. Skills : Excellent communication and collaboration abilities. Ability to translate complex technical concepts to non-technical stakeholders. Proactive, self-starter with a passion for building impactful AI solutions. Nice to Haves : Familiarity with data privacy and security considerations in regulated environments (e.g., HIPAA). Experience with specific telephony platforms or APIs (e.g., Twilio, Vonage, Google Dialogflow CX). Contributions to open-source AI / ML projects. Impact : Make a tangible difference in improving access to social care and health equity. Innovation : Work on cutting-edge AI problems across multiple communication channels. Growth : Opportunity to take on significant responsibility, lead initiatives, and grow with the company. Team : Collaborate with a passionate, mission-driven team.
Location : NY, NY
Reports To : Director of AI Engineering
About Blooming Health :
Blooming Health is a mission-driven, venture-backed health tech company dedicated to transforming the social care landscape. We are building an intelligent platform to help individuals seamlessly navigate and access the resources essential for their holistic well-being, empowering CBOs, health systems, and health plans to deliver more effective and equitable care. We are a passionate team leveraging technology to solve complex challenges and make a real impact.
The Opportunity :
We are seeking a talented and experienced Senior AI Engineer to play a pivotal role in developing and enhancing our conversational AI capabilities across multiple modalities (text, voice / telephony) and building intelligent agents to drive workflow automation. You will work closely with our Director of AI Engineering, product managers, and other engineering teams to bring our AI vision to life, primarily focusing on fine-tuning off-the-shelf Large Language Models (LLMs) and developing agentic systems for Blooming Health's end-users (members, CBO staff, healthcare providers).
This is a unique opportunity to apply your AI expertise to solve meaningful problems in the social and healthcare space, directly impacting people's lives.
What You'll Do :
- Conversational AI Development & Fine-Tuning (Text & Voice) :
Lead the fine-tuning, evaluation, and deployment of pre-trained LLMs (e.g., Gemini, GPT series, open-source models) to create natural, empathetic, and effective conversational experiences for various user interactions via text-based channels (chat, SMS) and voice-based telephonic systems (IVR chatbots).
Design, build, and deploy AI agents that can reason, make decisions, and take actions to automate and optimize key workflows within the Blooming Health platform (e.g., intelligent referral initiation, proactive follow-ups, task management assistance).
Collaborate closely with the Director of AI Engineering to define AI strategy, architecture, and technical roadmap for conversational AI and agentic systems.
Contribute to the development and maintenance of our MLOps infrastructure for training, deploying, monitoring, and iterating on AI models and agents in production.
Solid understanding of back-end development principles and experience building or integrating with APIs (e.g., RESTful services) to connect AI models and agents with broader application systems.
What You'll Bring :
5+ years of hands-on experience in AI / ML engineering, with a significant focus on Natural Language Processing (NLP) and conversational AI.
Strong analytical and problem-solving skills.
Experience working in the healthcare or social care domain.
Why Join Blooming Health?
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