chine Learning Engineer

Job Description

The company has designed a revolutionary digital K12 educational framework that is powered by a 9 layered technology stack which includes Artificial Intelligence, Natural Language Processing and Hyper-interactive media (VR and AR) built to create a much more effective and streamlined educational environment for students. Backed by a large Financial Group they are now implementing a Global Recruitment drive for a talented Machine Learning Engineer to join their team in Abu Dhabi.Roles and responsibilities:Design and prototype algorithms that run on cloud based big data environments.Develop feature specifications and performance metrics to capture requirementsAssemble representative data sets and use them to train and test new algorithms.Document designs and report results to product management on a regular basisIdentify opportunities for new algorithms and hardware improvements for future products.Develop and maintain data infrastructure systems that power statistical and machine learning models on large-scale datasets.Own data quality throughout all data lifecycles, including acquisition, cleaning, processing, and validation.Build platforms to facilitate the rapid iteration of machine learning and optimization algorithms.Work closely with Data science and Data engineering teams.Identify new ideas to build and evolve Machine Learning solutions, develop new features and benchmark possible solutions.Understand algorithms (be able to tweak them when needed) as well as infrastructure that enables fast iterationsExperienced user of libraries such as scikit-learn, scipy, R, NetworkX, Spacy, and NLTK.Working experience of deep learning algorithms and workflows, and experience with any of the frameworks like Torch, Caffe, MXNet, TensorFlow.Knowledge in Spark, Hive, Cassandra, Kafka and NoSQL databases is plusAbility to meaningfully present results of analyses in a clear and impactful manner REQUIREMENTS: Skills required:Hands on experience with Python, R, Scala, JavaExposure to machine learning frameworks: Tensorflow, Keras, Pytorch, MXNetFirst-hand experience with a variety of machine learning and pattern recognition techniquesDevelop in Jupyter (IPython) notebook, Spyder and various IDEEngineer new features to improve algorithm predictionsExperience in productionizing data-driven algorithms5 + years of strong data analysis skills, including principal component analysis, working with Recurrent neural networksIntuitive ability to see a complex problem from many perspectivesOrganized, detail-oriented and pragmaticThrives in both independent work and in collaboration on a multi-disciplinary teamExperience in working on datasets related to industry verticals, preferably Education ScienceAWS or similar cloud platform exposureExperience working with educational data sets.Excellent communication skills.

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About Company

The TechStream Group is an award winning, multi brand, talent investor & incubator. Each of our brands focus on unique technology streams that are disrupting & transforming the world around us.

Each of our brands are unique to the technology market they operate within, whilst being interconnected by our Stream branding sequence.

We follow a proven global operating model that utilizes cloud infrastructure, artificial intelligence & analytics, all supported by a shared service & innovation centre in South Africa. Our Board of Directors and Senior Management team are passionate about talent & technology and strive to deliver real client value from every brand across the full technology stack.