Ai & Data Engineer - QAtar Mobility Innovations - Doha, دولة قطر - Talent Pal
وصف
JOB RESPONS I BILITIES:
The main responsibilities of the AI & Data Engineer include but not limited to:
- Collaborate with data scientists and business stakeholders to understand project requirements and define predictive or generative AI solutions.
- Design and develop machine learning models, algorithms, and neural networks for data analysis, prediction, and decisionmaking.
- Collect, preprocess, and analyze large datasets to train and validate AI models.
- Implement predictive and LLMbased AI solutions using programming languages (such as Python) and machine learning frameworks (such as PyTorch, TensorFlow, or scikitlearn).
- Optimize and finetune AI models for performance, scalability, and accuracy.
- Deploy AI models into production environments, ensuring stability, reliability, and security.
- Monitor and evaluate the performance of deployed models, and iterate on improvements.
- Collaborate with software engineers to integrate AI capabilities into existing or new software systems.
- Document and communicate AI solutions, methodologies, and best practices to technical and nontechnical stakeholders.
JOB QUALIFICATIONS:
The applicant should hold a Bachelor s or master s degree in Computer Science, Engineering, Data Science, Applied Mathematics, or a related field.
He/she should have the following skills:
- At least 2 years of relevant experience in data science / AI projects
- Very good knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their realworld advantages/drawbacks
- Strong Knowledge of neutral networksbased architectures: CNN, RNN, GAN, RL, etc.
- Strong proficiency in NLP/LLM and the ability to implement NLP techniques effectively.
- Knowledge of Deep learning frameworks: PyTorch, Tensorflow, Keras, etc.
- Solid handson experience in development, debugging, and troubleshooting software and systems
- Previous experience with some data visualization frameworks and tools: Tableau, , Google charts, etc.
- Very good Knowledge and experience in Python to manipulate data and draw insights from large data sets and build data models
- Knowledge of geospatial analytics is desirable
- Prior industrial experience is an asset
- Capability to work autonomously and effectively in an asynchronous work environment.
- Strong problemsolving skills and ability to troubleshoot technical issues.
- Excellent written and verbal communication skills for coordinating across teams and create comprehensive and clear technical documentation.
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