Ncyclo - Analytics/Statistical Modeller

Role: Statistical Modeller (Advanced Analytics)

Location: Hyderabad

Responsibilities:

- Develop statistical models such as customer segmentation, acquisition, retention and pricing.

- Programming and Modeling experience is mandatory.

- Apply appropriate techniques, such as exploratory data analysis, regression, bootstrapping, trees, cluster analysis, survival analysis and so on.

- Develop and articulate strategic recommendations based on rigorous data analysis.

- Partner with Marketing product managers to understand business problems and marketing strategies.

- Partner with IT to implement models and test cases.

- This role has a very limited scope of people management as the team encompasses of hands on modelers who independently work on a given business problem and assume the roles of problem architect, modeler, consultant depending on the need of the project.

Skills:

Data Manipulation, at Scale

- Databases and the relational algebra

- Parallel databases, parallel query processing, in-database analytics

- MapReduce, Hadoop, relationship to databases, algorithms, extensions, languages

- Key-value stores and NoSQL; tradeoffs of SQL and NoSQL

- Entity resolution, record linkage, data cleaning

Analytics

- Basic statistical modeling, experiment design, introduction to machine learning, overfitting

- Supervised learning: overview, simple nearest neighbor, decision trees/forests, regression

- Unsupervised learning: k-means, multi-dimensional scaling

- Graph Analytics: PageRank, community detection, recursive queries, iterative processing

- Text Analytics: latent semantic analysis

- Collaborative Filtering: slope-one

Communicating Results

- Visualization, data products, visual data analytics

- Provenance, privacy, ethics, governance

Visit our website www.ncyclo.com

Raily
Associate Manager- HR
Ncyclo Decision Sciences P Ltd