Sr. Ai Engineer
1 week ago
AI Engineer (5+ Years Experience)
Location:
Masakan Sheraton, Heliopolis
Company:
Travware
We are seeking a skilled
AI Engineer
with over 3 years of experience to design, deploy, and optimize machine learning models that deliver personalized recommendations based on user behavior.
Key Responsibilities
- Develop end-to-end ML pipelines to ingest and preprocess structured/unstructured user data (clickstreams, session logs, demographics).
- Train and fine-tune recommendation models (collaborative filtering, neural networks) using
TensorFlow
or
PyTorch
. - Apply feature engineering to extract insights from sparse or noisy datasets.
- Optimize models for
real-time performance, scalability, and low latency
(AWS SageMaker, Kubeflow). - Collaborate with data engineering teams to design real-time pipelines for model retraining.
- Conduct
A/B testing
to validate models against key business metrics. - Maintain thorough documentation of model architectures, hyperparameters, and evaluation metrics.
Required Skills
- 3+ years of hands-on experience building production ML systems, ideally in
recommendation engines or personalization
. - Strong proficiency in
Python
and ML libraries (scikit-learn, XGBoost, Hugging Face). - Solid expertise in
deep learning architectures
(Transformers, RNNs, Attention Mechanisms). - Experience with
big data tools
(Spark, Kafka, or distributed frameworks). - Strong understanding of evaluation metrics (Precision-Recall, NDCG, MAP).
- Familiarity with
cloud platforms
(AWS, GCP, Azure) and
containerization
(Docker).
Preferred Qualifications
- Experience applying
NLP techniques
to user-generated text data (reviews, queries).
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