RealPage is looking to solve the problem of shaping the future of artificial intelligence within the PropTech domain by building new generative AI applications and enhancing existing systems with GenAI capabilities.
Requirements
- Master’s or Ph.D. in Computer Science, Machine Learning, Data Science, or a related field, or equivalent industry experience
- 5+ years in ML engineering and/or Data Science, with at least 2 years in Generative AI, transformers, and large language models (LLMs)
- Strong proficiency in Python and SQL, experience in writing production-grade code
- Proficiency in prompt engineering to enhance model output reliability and quality
- Familiarity with Vector embeddings, RAG architectures and Agentic frameworks for sophisticated GenAI applications
- Expertise in cloud platforms for AI (AWS SageMaker, GCP AI, Azure ML) and experience with containerization (Docker), orchestration (Kubernetes), and CI/CD practices
Responsibilities
- Evaluate and utilize appropriate generative models to develop Gen AI applications
- Design effective prompts to minimize hallucinations and ensure the robustness of generative AI solutions
- Construct data preprocessing and cleansing pipelines for training and testing AI models
- Develop and maintain frameworks to validate and measure LLM performance
- Provide technical leadership and mentorship to ML engineers and Data Scientists
- Translate complex ML and Gen AI concepts into clear terms for technical and non-technical stakeholders
Other
- Master’s or Ph.D. in Computer Science, Machine Learning, Data Science, or a related field, or equivalent industry experience
- Demonstrated ability to lead projects and mentor team members in Agile environments, driving collaboration and fostering team effectiveness
- Exceptional communication skills to effectively convey complex technical subjects to both technical and non-technical stakeholders
