Acuity Inc. is looking to solve problems in spaces, light and more things to come through the development of innovative new products and services, including lighting, lighting controls, building management solutions, and an audio, video and control platform.
Requirements
- Strong programming skills in Python and Java, with excellent software design and development capabilities
- Hands-on experience with Generative AI and machine learning frameworks (e.g., TensorFlow, PyTorch, LangChain, LlamaIndex)
- Solid understanding of LLM concepts, including embeddings, prompt engineering, fine-tuning, and model evaluation
- Demonstrated experience building RAG (Retrieval-Augmented Generation) systems and agentic architectures
- Experience with Azure cloud services (or similar cloud services) and cloud-native application development
- Proficiency with containerization technologies, particularly Docker
- Experience building APIs and microservices using FastAPI or similar frameworks
Responsibilities
- Build and Deploy GenAI Solutions: Design, develop, and optimize generative AI applications, including RAG pipelines and agentic systems that leverage Large Language Models (LLMs)
- Machine Learning Development: Build and deploy traditional machine learning models using frameworks like XGBoost, Random Forest, and other ML algorithms based on business requirements and use cases
- Full Stack Development: Create end-to-end AI-powered applications using modern frameworks like FastAPI for backend services and React or Streamlit for intuitive user interfaces
- Production AI Systems: Deploy AI models into production environments and build robust systems that monitor performance, automate retraining, and ensure reliability at scale
- Cloud Architecture: Leverage Azure cloud services to build scalable, secure, and cost-effective AI infrastructure
- LLM Integration: Implement advanced LLM capabilities including prompt engineering, embeddings, fine-tuning, and API integrations to create intelligent applications
- Containerization & DevOps: Design and deploy containerized applications using Docker, ensuring consistent and reproducible deployments across environments
Other
- Bachelor's degree in Computer Science, Software Engineering, or related technical discipline with 4+ years of proven software development experience, OR Master's degree with 2+ years of experience
- Ability to work effectively in cross-functional teams and communicate technical concepts clearly
- Travel requirements not specified
- Must be eligible to work in the United States
- Acuity Inc. offers generous benefits including health care, dental coverage, vision plans, 401K benefits, and commissions/incentive compensation depending on the role
