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West London, London
My client is a leader in their field providing cutting edge solutions to millions of customers with a hyper personalised approach. Due to explosive demand for services they require a Data Scientist to join an existing team of experts setting up a research project to identify the direction and solution for more accurate recommendation system. focusing on machine learning research for mining huge size of data including customer viewing data, customer journey data, etc to identify the underlying patterns related to individual customers as well as group of customers so that we can use these patterns to surface more accurate recommendation results.
*Conduct research in machine learning theory and its application to media content discovery, personalisation, advertising and
*Use machine learning and large-scale data mining techniques to discover and identify hidden patterns in various types of data.
*Build and implement machine learning models and prototype solutions for proof-of-concept.
*Design KPIs, experiments and A/B testing.
*Work closely with other data scientists and software engineers to translate prototypes into high quality production solutions.
*Take an active role in defining user experience and assisting business stakeholders to work out feasible solutions.
*Play an active part in the technology communities within the company.
*Write technical reports about your research, your findings and their values to millions of users.
*A Ph.D degree in relevant subjects including machine learning, data science, computer science, physics, etc
Strong records of academic publications in conferences and journals
*5-year experiences on machine learning, data mining or big data analytics research.
*Good communication skills
*Be able to lead a research project
*Having experiences on data mining for time-series data or customer activity data is big plus.
Plus but not essential:
*Experiences with building neural networks, deep learning or reinforcement learning in real-world applications.
*Experiences with machine learning modelling using Spark, TensorFlow or any distributed computing language.
Please note this is a purely research project and there is no requirement for product development or delivery.
You'll need to be available to start in early June with an initial 6-month engagement.
Rate:£500 - £550 per day
Job published:7 days ago