● Use data science processes and techniques, including but not limited to machine learning, deep learning to solve cutting edge problems in order to drive business objective and establish best practices in the team.
● Understand the business and data environments in-depth, to identify opportunities to leverage ML and drive business and customer success. Work with the Product, Business & Design teams.
● Use predictive modelling to increase and optimise customer experiences, revenue generation, ad targeting and other business outcomes.
● Design & implement model life cycle management systems including Auto ML-based retraining pipelines, champion-challenger model systems, and automated model redeployment basis key performance differentials between currently deployed models & retrained models.
To be successful as the Senior Data Scientist, you should have:
Knowledge of classical machine learning techniques and knowledge in at least one of (especially aided by deep learning) : computer vision, natural language processing, recommend er systems, signal processing (speech).
● Ability to work in cross-functional projects and drive decision making.
● Experience schema design, data modelling and manipulating large data sets using both relational (e.g., MySQL Postgres) and non-relational databases (e.g., MongoDB, CouchDB, Redis, Cassandra).
● Ability to consume, transform and optimise complex SQL queries.
● Solid knowledge in python and data structures & a software engineering mindset, striving to write elegant, maintainable code.
● Reliable knowledge/experience in consuming Web Services.
● The candidate should be a self starter passionate about AI products, who can preemptively launch root cause analyses should they observe a behavioural anomaly on the platform.
Our teams are broken down to focus on industry, assignment type, salary level and location, so your hiring requirements or job search will all be handled by a specialist who knows your sector inside-out. We are confident that our expertise can add value to your recruitment or job search process – get in touch to find out more.
