Sr Machine Learning Engineer - REMOTE
Sr Machine Learning Engineer - REMOTE
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1 Vacancy
Job Description
RealPage is at the forefront of the Generative AI revolution dedicated to shaping the future of artificial intelligence within the PropTech domain. Our Gen AI Center of Excellence is a dynamic team focused on driving innovation by building new generative AI applications and enhancing existing systems with GenAI capabilities. As part of our team youll contribute to RealPages AI gotomarket (GTM) strategy creating cuttingedge solutions that empower our users and clients.
We are seeking a Senior Machine Learning Engineer specializing in Generative AI to lead the development deployment and scaling of advanced AI models that address realworld challenges in the PropTech space. In this role you will finetune pretrained foundation models apply promptengineering and RAG techniques utilize Agentic frameworks and work closely with product and engineering teams to create impactful AI solutions that support our business objectives and transform user experiences.
PRIMARY RESPONSIBILITIES
- Generative AI Product Development: Evaluate and utilize appropriate generative models (e.g. GPT4 LLaMA Gemini Claude) to develop Gen AI applications such as text generation summarization conversational assistants OCR generative analytics and copilots. Assess and utilize appropriate AI tools LLMs vector databases RAG (RetrievalAugmented Generation) solutions and Agentic frameworks based on project needs.
- Master Prompt Engineering: Design effective prompts to minimize hallucinations anticipate and resolve edge cases and ensure the robustness of generative AI solutions.
- Data Pipeline Development: Construct data preprocessing and cleansing pipelines ensuring highquality scalable data suitable for training and testing AI models.
- Establish Evaluation Frameworks: Develop and maintain frameworks to validate and measure LLM performance testing models across a range of capabilities and edge cases for optimal outcomes.
- Leadership and Mentorship: Provide technical leadership and mentorship to ML engineers and Data Scientists fostering a collaborative team environment and improving overall team effectiveness.
- Stakeholder Communication: Translate complex ML and Gen AI concepts into clear terms for technical and nontechnical stakeholders ensuring alignment on project goals and expected outcomes.
- CrossFunctional Collaboration: Work with interdisciplinary teams including AI engineers software engineers product managers and domain experts to create integrated GenAI solutions.
- Stay Current in AI Advancements: Track the latest AI research tools and trends and adopt innovative approaches to continuously enhance project outcomes and drive improvement.
- Understand Business Needs: Cultivate a growth mindset build an understanding of RealPages business processes products and challenges to better align AI solutions with organizational goals.
REQUIRED KNOWLEDGE/SKILLS/ABILITIES
- Masters 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 productiongrade 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.
- 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 nontechnical stakeholders.
SALARY AND BENEFITS: RealPage provides a competitive salary package along with a comprehensive benefit plan that includes:
- Health dental and vision insurance.
- Retirement savings plan with company match.
- Paid time off and holidays.
- Professional development opportunities.
- Performancebased bonus based on position.
Compensation may vary depending on your location qualifications including jobrelated education training experience licensure and certification that could result at a level outside of these ranges. Certain roles are eligible for additional rewards including annual bonus and sales incentives depending on the terms of the applicable plan and role as well as individual performance.
Equal Opportunity Employer: RealPage Company is an equal opportunity employer and committed to creating an inclusive environment for all employees.
#LIJL1 #LIREMOTE
Required Experience:
Senior IC
Employment Type
Full-Time
