Senior AI Engineer II
Job Description
Careem is building the Everything App for the greater Middle East, making it easier than ever to move around, order food and groceries, manage payments, and more. Careem is led by a powerful purpose to simplify and improve the lives of people and build an awesome organisation that inspires. Since 2012, Careem has created earnings for over 2.5 million Captains, simplified the lives of over 50 million customers, and built a platform for the region's best talent to thrive and for entrepreneurs to scale their businesses. Careem operates in over 70 cities across 10 countries, from Morocco to Pakistan.
The Careem Data Science team's mission is to drive competitive value from data at scale by building AI models to optimize user experiences, decision-making, and operational efficiencies, and lead the region's AI ecosystem. As one of the tech leaders in this team, you will be at the forefront of fulfilling this mission. You will be working with the top data science talent of the region while innovating on our user experience using GenAI.
As a Senior AI Engineer II at Careem, you will:
- Collaborate in building a long-term vision of how we can rethink GenAI at Careem
- Drive exploratory analysis to understand the ecosystem and user behavior
- Shape and influence models and instrumentation to optimize the product experience
- Provide product leadership by sharing data-based recommendations
- Implement scalable machine learning GenAI solutions for production on big data
- Design and run randomized controlled experiments
- Build and deploy retrieval augmented generation systems and other applications of large language models
- Collaborate with cross-functional teams to deliver AI-driven solutions
This role offers the opportunity to work with cutting-edge AI technologies, drive impact in the region, and be part of a purposeful organization. You'll have the chance to learn and grow every day while working with great minds in a community of inspiring colleagues.
Responsibilities For Senior AI Engineer II
- Collaborate in building a long-term vision of how we can rethink GenAI at Careem
- Drive exploratory analysis to understand the ecosystem and user behavior
- Shape and influence models and instrumentation to optimize the product experience
- Provide product leadership by sharing data-based recommendations
- Implement scalable machine learning GenAI solutions for production on big data
- Design and run randomized controlled experiments
- Build and deploy retrieval augmented generation systems and other applications of large language models
- Collaborate with cross-functional teams to deliver AI-driven solutions
Requirements For Senior AI Engineer II
- 4-6 years of experience in machine learning, software engineering, Big Data methodologies
- Advanced degree in a quantitative discipline such as Physics, Statistics, Mathematics, Engineering or Computer Science
- Strong understanding of transformer architectures, attention mechanisms, and recent advancements in Large Language Models (LLMs)
- Experience with advanced prompting techniques, including Chain of Thought (CoT) prompting, in-context learning, and few-shot learning
- Proficiency in using LangChain and LangChain Expression Language (LCEL)
- Experience in developing observable LLM-powered compound systems
- Experience with machine learning frameworks like PyTorch or TensorFlow
- Knowledge of distributed training frameworks and optimizing model performance
- Experience with sequence-to-sequence models and NLP concepts
- Proficiency in creating scalable and maintainable APIs using FastAPI or similar frameworks
- Strong understanding of good software engineering practices
- Experience with both SQL and NoSQL databases
- Proficiency in Python, SQL, and familiarity with data processing frameworks like Spark and Hive
- Knowledge of classic ML and DL
Benefits For Senior AI Engineer II
- Work and learn from great minds by joining a community of inspiring colleagues
- Put your passion to work in a purposeful organisation dedicated to creating impact
- Explore new opportunities to learn and grow every day
- Work 4 days a week in office & 1 day from home, and remotely from any country in the world for 30 days a year with unlimited vacation days per year
- Access to healthcare benefits and fitness reimbursements for health activities
