Machine learning / AI engineers / experts
at Voyager in London
Aisatsu, this is project Voyager @ Houzen!
Hello Machine Learning gurus,
We are looking to bring A+ machine learning / big data fanatics, who have a strong interest in Deeper tech solutions (AI/Big Data/Blockchain etc). We are a London-based start-up with an ambition to grow into Europe before the end of next year. With your help, we want to build an incredible business. If you’re a natural problem solver and are passionate about data, you’ll fit right in.
We have been working hard to set up a strong data culture at Voyager. We've built up state-of-the-art analytics pipeline, using AWS services and open-source projects. The pipeline enables us to collect very granular data about our customers’ behaviour and now we are investing a lot into it to drive the business and make our customers even happier by providing them personalised experience.
As a member of the data-science team you won’t be primarily working on ad-hoc analytics, but you will be using advanced machine-learning and optimisation techniques to build tools that will improve the business and make our service highly personalised. Problems we pursue are diverse and have direct impact on the business.
We have big plans for the future, hence we are looking for creative thinkers with expertise in machine learning to help us drive the business and disrupt the residential real estate space by leveraging the data. You will work with amazing colleagues and brainstorm new ideas to solve challenging problems that will have significant impact on the product and our customers.
ROLE AND RESPONSIBILTIES
Translating unstructured business problems into ML frameworks
Implementing Deep Learning (RNN) algorithms to leverage granular sequential data
Settling novel metrics to evaluate existing ML models
Clustering customers into segments with similar behaviour
Multi-objective optimisation of processes (using Evolutionary algorithms etc.)
Processing, cleansing and verifying the integrity of data
Collaborating with Tech team to productionise ML algorithms
Helping Analytics Team to conduct advanced analyses
MSc or PhD in Machine Learning, Math, Stats, Computer Science or equivalent
Commercial experience or a strong track of working on relevant side projects
Excellent understanding of machine learning techniques and optimisation algorithms
Good scripting and programming skills
Experience in Python (pandas, sci-kit learn, etc.) or R
Proficiency in using query languages (SQL)
Great communication skills – being able to explain complex model to all types of business partners
High-energy self-starter with a passion for data, attention to detail, and a positive attitude
Experience in Deep Learning (RNN)
Experience in recommendation systems
Experience in deploying machine learning algorithms into production environments (AWS)
Experience in Bayesian inference
Joining now would mean building the product from scratch hence immense learning opportunities.
Employee share options + cash compensation available.
Recent jobs at Voyager
- Strategy Project: Big data/AI/ML/Blockchain in Real Estate at Voyager in London 19-12-2016