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Senior Machine Learning Engineer

PropertyGuru

PropertyGuru

Software Engineering
Bengaluru, Karnataka, India
Posted 6+ months ago

PropertyGuru is Southeast Asia’s leading PropTech company, and the preferred destination for over 34 million property seekers to connect with almost 55,000 agents monthly to find their dream home. PropertyGuru empowers property seekers with more than 2.8 million real estate listings, in-depth insights, and solutions that enable them to make confident property decisions across Singapore, Malaysia, Thailand, and Vietnam.

PropertyGuru.com.sg was launched in Singapore in 2007 and since then, PropertyGuru Group has made the property journey a transparent one for property seekers in Southeast Asia. In the last 16 years, PropertyGuru has grown into a high-growth PropTech company with a robust portfolio including leading property marketplaces and award-winning mobile apps across its core markets; mortgage marketplace, PropertyGuru Finance ; home services platform, Sendhelper ; a host of proprietary enterprise solutions under PropertyGuru For Business including DataSense, ValueNet, Awards, events and publications across Asia.

For more information, please visit: PropertyGuruGroup.com ; PropertyGuru Group on LinkedIn

As a Senior Data Scientist at PropertyGuru, you will lead the development and deployment of advanced Machine Learning models to solve complex business problems and drive innovation across our platforms. You will collaborate closely with cross-functional teams to deliver scalable and impactful data science solutions, leveraging your expertise in machine learning, statistical modelling, and data analysis.

As a Guru you will be accountable for:

  • Leading the development and deployment of state-of-the-art Machine Learning models tailored to specific use cases, ensuring robustness, scalability, and accuracy.
  • Monitoring model performance both online and offline, integrating stakeholder feedback, and implementing improvements to enhance model efficacy.
  • Developing robust, extensible, and scalable solutions for various business units and functions, utilizing advanced statistical and machine learning techniques.
  • Promoting a culture of continuous learning and research by implementing insights from academic papers into Machine Learning products, staying abreast of industry trends and advancements.
  • Implementing a robust QA framework to ensure the quality of data products delivered to production, maintaining high standards of accuracy and reliability.
  • Equipping the team with necessary tools and decision-making skills to foster ownership of products and deliveries, providing mentorship and guidance to junior team members.
  • Regularly evaluating team performance, providing and receiving constructive feedback to drive continuous improvement and development.
  • Increasing the visibility of the team at internal and external forums, advocating for machine learning and data science best practices and innovations.

We're looking for someone who:

  • Proven experience in solving real-world Data Science problems and deploying projects in production. Strong background in both parametric and non-parametric statistical learning techniques.
  • Proficient in building large-scale models in Natural Language Processing (NLP) and Computer Vision (CV). Experience with modern ML/DL frameworks like PyTorch, TensorFlow, HuggingFace, and Sentence Transformers.
  • Proficiency in Python and experience with REST APIs (FastAPI), queue-based architectures (pub/sub), and asyncio frameworks.
  • Passionate about technology and applications of machine learning, continuously learning from industry trends and improving Data Science tools and methodologies.

At PG, every Guru is guided by our comprehensive development map, which includes:

Core Values
Own It & Deliver It; Respect & Care for Each Other; Have Fun & Celebrate Success
Push Beyond Good; Create What's Next

Leadership Traits
Engaging in Courageous Conversations; Embracing Continuous Learning; Fostering Creative Collaborations

PropertyGuru Group is an equal opportunity employer committed to fostering an inclusive, innovative a learning environment with the best employees. Therefore, we provide employment opportunities without regard to gender, identity, race, religion, nationality, age, marital status, disability, or any other protected status, per applicable law. If there is anything we can do to help ensure you have a comfortable and positive interview experience, please let us know.