AI and Data Engineer
Dicetek LLC
Date: 1 day ago
City: Dubai
Contract type: Contractor
Job Purpose
We are seeking a talented and motivated AI and Data Engineer to join our team. The ideal candidate will have a strong background in backend development, machine learning, and real-time data processing. This role involves designing scalable AI systems, building efficient data pipelines, and integrating machine learning models into production environments.
Key Responsibilities
We are seeking a talented and motivated AI and Data Engineer to join our team. The ideal candidate will have a strong background in backend development, machine learning, and real-time data processing. This role involves designing scalable AI systems, building efficient data pipelines, and integrating machine learning models into production environments.
Key Responsibilities
- Backend & Infrastructure Development
- Design, implement, and maintain microservice-based backends using FastAPI, Docker, and Kubernetes on AWS.
- Optimize performance and scalability using caching, message brokers (e.g., Redis ARQ, Kafka), and asynchronous processing.
- AI & Machine Learning Engineering
- Develop and deploy ML pipelines including Retrieval-Augmented Generation (RAG) chatbots using LangChain, GROQ, and Chainlit.
- Build and deploy computer vision models (e.g., YOLO-based object detection) for tasks like license plate recognition and scratch detection.
- Create and maintain deep learning environments using PyTorch, TensorFlow, and containerization tools.
- Data Engineering
- Design event-driven data workflows and implement real-time streaming solutions.
- Perform database operations with SQLAlchemy, Alembic, and Oracle SQL for effective schema management and migration.
- Develop web scrapers and ETL systems to gather and process large-scale unstructured and structured datasets.
- DevOps & CI/CD
- Maintain and improve automated testing and deployment pipelines using GitHub Actions.
- Collaborate on containerized ML model deployment and scalable API integrations.
- Education:
- Bachelor’s degree in computer science, Mathematics, or a related field.
- Technical Proficiency:
- Programming Languages: Python, Java, C++, JavaScript, Bash, SQL
- Frameworks/Tools: FastAPI, Docker, Redis, Kafka, PyTorch, TensorFlow, LangChain
- Cloud & DevOps: AWS, GitHub Actions, Kubernetes, Docker
- Database: SQLAlchemy, Alembic, Oracle SQL
- Soft Skills:
- Strong problem-solving skills and ability to work independently or as part of a cross-functional team
- Excellent communication and documentation abilities
- Experience in building custom AI pipelines and deploying LLMs in production
- Past internships or project experience in enterprise environments (e.g., Emaar Properties)
- Knowledge of container orchestration and model optimization for inference
- Exposure to frontend technologies or visualization tools (e.g., Streamlit, Qt3D)
- Strong leadership and team management skills.
- Excellent communication and presentation abilities.
- A problem-solving mindset with a focus on delivering actionable insights.
- The ability to work collaboratively in a cross-functional team environment.
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