Machine Learning Engineer

Full time na a Laimoon Verified Company no UAE

Publicado em January 30, 2025

Detalhes do emprego

Founded by Michael Lahyani in 2005 as a magazine (Al Bab World), Property Finder today is a single technology platform and brand across multiple countries in the MENA region. We offer the most advanced tools and best-in-class user experience for homeseekers, real estate brokers, and developers. Property Finder's most recent valuation secures our status among the Middle East's emerging unicorns, affirming a growth-oriented identity.Over the years, we've expanded our operations to Bahrain, Egypt, Qatar, Saudi Arabia, and secured a strategic shareholding in Hepsiemlak, the leading property portal in Turkey. With over 600+ dedicated people in 6 regional offices, we facilitate more than 14 million monthly visits across our platforms, solidifying our position as a regional powerhouse in the proptech space.As the pioneering portal for homeseekers in the region, we are on a mission to motivate and inspire people to live the life they deserve.Reports ToHead of AI & Data ScienceSummaryWe are looking for a skilled professional with expertise in Machine Learning Engineering (MLE Level II) and Data Science (Level II) to join our AI & Data Science team at Property Finder. This role will focus on developing and deploying advanced AI solutions using Generative AI, Large Language Models (LLMs), and transformer-based models to drive personalisation, automation and innovation across our platforms. The ideal candidate will have a strong foundation in machine learning, practical experience with transformer architectures, and the ability to collaborate across teams to deliver impactful AI-driven solutions.Join a forward-thinking team at the forefront of innovation, working on cutting-edge projects that leverage GenAI and Large Language Models (LLMs) to transform the real estate experience. Be part of a collaborative and dynamic environment that values continuous learning, technical excellence, and teamwork. With exposure to advanced AI technologies and challenging projects, you'll have the opportunity to grow professionally and make a meaningful impact in an ever-evolving industry.Key ResponsibilitiesDeep understanding and working knowledge of deep learning and neural networks architectures.Design, fine-tune, and deploy Large Language Models (LLMs) and generative models tailored to business needs.Develop applications using transformer-based architectures such as GPT, BERT, T5, or similar frameworks.Implement use cases in personalization, content creation, and workflow automation using Generative AI.Optimize LLM performance for inference in real-time or large-scale production environments.Conduct research and experimentation to identify improvements in GenAI and LLM applications.Build and maintain scalable ML pipelines to deploy LLMs and generative models efficiently.Develop workflows for fine-tuning and serving transformer models in production.Automate the deployment process using MLOps tools (e.g., Kubernetes, MLflow, Docker).Optimize data pipelines and feature engineering processes to support transformer-based models.Build and implement ML models for predictive analysis and personalization.Collaborate with cross-functional teams to generate actionable insights and support business strategies.Conduct data wrangling, feature engineering, and advanced statistical analysis.Design and evaluate experiments (e.g., A/B testing) to validate model performance.Partner with the GenAI team to align model development with business goals.Work closely with MLE and Data Science teams to ensure seamless integration of LLMs and generative solutions into production workflows.Collaborate with the Futurism team to explore cutting-edge AI applications and opportunities for LLMs.The PersonDesired QualificationsBachelor's or Master's degree in Computer Science, Machine Learning, Data Science, or a related field.2+ years of experience in machine learning engineering and data science roles, with 2+ years hands-on experience in transformers, LLMs and generative models.Proficiency in fine-tuning and deploying transformer models (e.g., GPT, BERT, T5).Familiarity with tools like Hugging Face Transformers, OpenAI APIs, and LangChain.Expertise in prompt engineering and domain-specific fine-tuning of LLMs.Knowledge of attention mechanisms and sequence-to-sequence modeling.Strong experience with ML pipelines and MLOps tools (e.g., Kubernetes, Docker, MLflow).Advanced SQL and Python programming skills.Familiarity with cloud platforms (AWS, GCP, Azure) for scalable deployments.Intermediate experience with supervised and unsupervised learning algorithms.Proficiency in data wrangling and feature engineering.Knowledge of statistical analysis and hypothesis testing.Strong analytical and problem-solving abilities.Effective communication skills to collaborate with cross-functional teams.Adaptability to work in a fast-paced, dynamic environment.Our promise to talentWe encourage our people, called creators, to move fast, to be bold and offer them countless ways to make an impact in a fast-growing and talent-centric organisation.Our goal is to ensure that our people find their time at Property Finder a rewarding experience where the company's growth also means personal growth.Overall it is a place for you to be your best self.

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