Senior Machine Learning Engineer
2 weeks ago
- A driven intelligent individual with excellent problem solving and research skills, quick to learn and pick new concepts, and able to work independently and in groups.
- Comfortable with reading and assessing academic literature and scientific concepts, evaluating where a concept is viable for implementation and shipping.
- Capable of developing and testing for new and novel ideas where current models fall short.
- Writing maintainable production-quality code and promoting best practices for code quality.
- Build and operate pipelines for accessing and enriching data for machine learning.
- Working individually and closely with colleagues to provide ideas, advice on ML/AI techniques where and when you see the added value of integrating such techniques within the scope(s) of our business partners.
- Capable of designing computational experiments to verify the feasibility of an idea/model, verify the accuracy and computational cost of existing algorithms, and suggesting possible solutions where an approach falls short in any performance category.
- Able to discuss others' work, research plans and findings with your colleagues and able to take on feedback on your work.
- Working with different teams with different backgrounds to steer in our ideas and suggested solutions or novel models to tackle business needs or add to the business capabilities.
- Working with product managers and owners to translate product and business problems in tractable machine learning and AI solutions.
- 3+ years of practical experience in machine learning or an MSc or MRes in Machine Learning or a related field and at least a year of practical experience.
- A solid understating of machine learning theory and best practices (NLP, computer vision, ..etc).
- Fluency in statics and linear algebra.
- Expert level knowledge with relevant programming languages (we use Python and we are open to any programming language a candidate is fluent in) and frameworks (PyTorch, TensorFlow for example).
- Fluent in data fundamentals; SQL, Oracle, data extraction and manipulation using procedural languages, statistics, and linear algebra. A solid background in data extraction and manipulation tools.
- Practical experience in prototyping, training and evaluating ML models (a plus if said experience is with financial sets).
- Strong problem solving, quantitative and analytical skills.
- Experience with scientific toolsets such as numpy, scipy, sklearn, …etc
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Machine learning specialist
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Giza, Egypt AGODA Egypt Full timeLead the team technically in improving scalability, stability, accuracy, speed and efficiency of our existing ML systems and processes.Build, administer and scale ML processing pipelines.Be comfortable navigating the following technology stack: Python3, Pyspark, scripting (Bash/Python), Hadoop, SQL, S3 etc.Should be able to understand internals of ML models...
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Senior Network Engineer
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Expert Mechanical Engineer
Found in: beBee S EG - 3 weeks ago
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Found in: beBee S EG - 3 weeks ago
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Senior Infrastructure Engineer
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Azure DevOps Engineer
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Senior Operation Engineer
Found in: beBee S EG - 4 weeks ago
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Senior Planning Engineer
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Found in: beBee S EG - 4 weeks ago
Giza, Egypt AkzoNobel Full timeWe supply the sustainable and innovative paints and coatings that our customers, communities – and the environment – are increasingly relying on. Our world class portfolio of brands – including Dulux, International, Sikkens and Interpon – is trusted by customers around the globe. We’re active in more than 150 countries and have set our sights on...
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