Senior Software Engineer designing and operating ML infrastructure for Plaid's AI initiatives. Collaborating with product teams to accelerate AI - powered financial experiences and ensure scalable ML systems.
About the role
- AI/ML Intern collaborating on generative AI solutions development at CACI. Exploring LLM integration and prompt engineering while contributing to innovative AI applications.
Responsibilities
- Serve as a member of the AI/ML Acceleration team, contributing to the development, evaluation, and deployment of generative AI solutions and AI agent systems.
- Work on activities related to LLM integration, prompt engineering, agent development, and GenAI experimentation by collaborating closely with ML engineers, data scientists, stakeholders, and end users.
- Developing and experimenting with generative AI applications and AI agents, including prompt engineering, LLM integration, agent workflow design, and evaluation using Python and relevant frameworks (LangChain, LlamaIndex, or similar) with guidance from senior team members.
- Contributing to the improvement and optimization of AI agent systems, LLM-powered applications, and generative AI pipelines, including prompt refinement, response quality evaluation, agent reasoning improvements, and experimentation with different models and orchestration approaches.
- Analyzing GenAI and agent-related problems and supporting the creation of solutions involving prompt design, agent architecture, retrieval-augmented generation (RAG) systems, evaluation frameworks, tool integration, and deployment strategies under the guidance of senior team members.
- Supporting product quality and timeliness by conducting agent testing, validating LLM outputs, assessing response accuracy and safety, documenting experiments and prompt iterations, participating in code reviews, and providing status updates on assigned tasks and learning progress.
- Exploring and evaluating emerging AI tools, models, and techniques to identify opportunities for innovation and improvement in existing AI/ML solutions.
- Creating documentation, demonstrations, and training materials to communicate GenAI capabilities, agent functionalities, and technical implementations to both technical and non-technical audiences.
Requirements
- Basic Python programming knowledge
- Introduction to or coursework using any ML libraries (e.g., scikit-learn, TensorFlow, PyTorch)
- Familiarity with data structures and basic algorithms
- AI/ML Knowledge
- Understanding of fundamental ML concepts from coursework (e.g., what supervised/unsupervised learning means)
- Interest in AI/ML applications and willingness to learn
- Exposure to basic statistical concepts
- Has completed a basic ML project in class or independently (Desired)
- Familiarity with Jupyter notebooks (Desired)
- Basic understanding of what LLMs or AI agents are (Desired)
- Curiosity about emerging AI tools and applications (Desired)
Benefits
- healthcare
- wellness
- financial
- retirement
- family support
- continuing education
- time off benefits
Job title
Job type
Experience level
Salary
Degree requirement
Tech skills
Location requirements
Senior ML Engineer serving as an individual contributor in generative AI at GEICO. Collaborating with teams to design, develop, and deploy AI systems that drive business value.
Senior Staff Machine Learning Engineer at GEICO, enhancing service productivity through AI technologies. Collaborating with dynamic teams to develop and deploy scalable AI workflows across Geico.
Staff AI Engineer at GEICO designing and deploying AI platforms for virtual agent workflows. Collaborating with teams to improve service for millions of customers.
Machine Learning Engineer at Tilt, developing personalisation solutions across various app surfaces. Collaborate with teams to enhance recommendation systems on a video - first shopping platform.
Senior Machine Learning Engineer architecting next - generation AI platforms for healthcare and fintech with Nitra's diverse team. Focused on data pipelines, ML infrastructure, and production - ready AI systems.
Senior Machine Learning Engineer architecting and building Nitra's data and AI platform. Driving intelligent products across healthcare and fintech industries with applied AI and platform engineering.
Machine Learning Engineer developing and implementing ML models for lending at Blue Whale Lending LLC. Collaborating with teams to enhance data insights and validate model performance.
Applied ML Engineer contributing to machine learning and perception tasks for edge - intelligent maritime systems. Collaborating with cross - functional teams to deliver real - world AI solutions.
AI/ML Engineer building data science and AI solutions for Pharma and MedTech clients on Azure. Collaborating with teams to deliver end - to - end machine learning projects.