Principal Software Machine Learning Engineer

3 days ago

Islamabad, Islamabad, Pakistan beBeeMachineLearning Full time

As a seasoned machine learning professional, you will lead the design, development, and deployment of innovative AI models, leveraging your expertise in computer vision and natural language processing. This is an exciting opportunity to collaborate with cross-functional teams, driving strategic decisions with ML insights.

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  • Leverage your technical expertise to drive business outcomes by integrating AI/ML technologies into new and existing products.
  • Design and implement cutting-edge research projects in AI, contributing to advancements in image and video analysis, object detection, segmentation, and NLP.
  • Mentor and lead a team of machine learning engineers, fostering a culture of technical excellence.

Required Skills:

  • Advanced degree in Computer Science or related field.
  • Proven experience with Amazon Personalize, including setup, configuration, optimization, and implementation of recommendation use cases.
  • Strong hands-on experience with AWS SageMaker, including training and deploying custom machine learning models.
  • Proficiency in developing recommendation systems using techniques like collaborative filtering, deep learning, and reinforcement learning.
  • Experience with data pipeline development (ETL/ELT) for capturing user behavior, video viewership, and conversion data.
  • Ability to design and deploy real-time, low-latency inference endpoints using AWS services such as Lambda and API Gateway.

Tools & Technologies:

  • AWS ecosystem (SageMaker, Personalize, Lambda, API Gateway)
  • Data engineering tools and scripting (e.g., Python, SQL)
  • ML libraries/frameworks (e.g., TensorFlow, PyTorch, Scikit-learn)
  • Monitoring and visualization tools (e.g., CloudWatch, dashboards)

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