Senior Machine Learning Engineer
R
RealReal Estate Technology
Remote - India, 2:30 PM TO 11:30PM ISTFull-TimeSenior
Salary not disclosed
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Job Details
- Experience
- At least 5 years of experience in AI/ML; minimum of 2 years of experience working with Python in production environments.
- Required Skills
- DockerPythonGenerative AILangChain
Requirements
- Minimum 5 years of experience in AI/ML, with exposure to Generative AI or LLM-based systems.
- Minimum 2 years of experience working with Python in production environments.
- Strong programming skills in Python for building and deploying production-grade systems.
- Solid understanding of system design, scalable architectures, and model deployment strategies.
- Familiarity with agentic workflows, orchestration frameworks, and multi-step AI pipelines.
- Understanding of asynchronous processing, event-driven systems, and distributed architectures.
- Experience with containerization (e.g., Docker) and cloud platforms.
- Bachelor’s degree in Technology or a related field.
- Strong problem-solving and interpersonal skills for communicating technical concepts.
Responsibilities
- Design, develop, and deploy LLM-powered and generative AI systems to enhance real estate operations, customer experience, and product innovation.
- Build and optimize agentic pipelines, including orchestration, tool integration, and feedback loops.
- Work closely with various teams to identify and prioritize opportunities for AI and LLM integration.
- Architect and maintain scalable, production-grade AI systems using Python, cloud platforms, and modern AI frameworks.
- Implement event-driven and asynchronous architectures to support high-performance AI applications.
- Apply prompt engineering and LLM fine-tuning approaches to improve system performance.
- Troubleshoot, optimize, and refine AI systems to ensure high performance, reliability, and scalability in production.
- Maintain documentation and communicate findings to stakeholders.
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