Data Scientist (Fintech / AI)
We are searching the Data Scientist experts for current and to-be Clients.
The Role
Your role will be to create, design and implement the next generation of knowledge discovery tools and big data analytics. You will be developing cutting-edge machine learning algorithms that can be used to extract decision-making signals from heterogeneous streams of unstructured data in real-time.
Applicants must have a strong background in machine learning, computational semantics, and statistical modeling for predictive analytics. In addition, candidates are expected to have hands-on experience in deploying data analysis and machine learning algorithms on distributed systems.
Key Qualifications
- 3+ years relevant experience
- Strong knowledge of state-of-the-art algorithms in machine learning (e.g. Bayesian learning, latent/topic models,approximate inference, deep networks, stochastic processes), graph analysis (e.g. community detection, random walk) and statistical modeling (e.g. hypothesis testing, dimensionality reduction)
- Proficiency in standard data analytics toolkits in Python, Scala or R
- Hands-on experience of Hadoop 2.0 (Spark, MapReduce) and AWS ecosystems is highly beneficial
Core Responsibilities
- Collecting and preprocessing data, prototyping concepts, designing cutting-edge machine learning algorithms and testing them on production data.