Algo8 - Senior Data Scientist

About Algo8

We are a data science firm. We create potent modular data led technology that is decisive in driving growth for our clients. We believe that data is ubiquitous and thus the application of data science is sector agnostic. We have transformed the customer experience for a couple of telecom giants in India and are enabling Retail 3.0 for the leading retailer in India. After Insurance, Banking and Healthcare we are now working in the Manufacturing sector, helping them optimise their heavy processes.

About position

- As a Senior Data Scientist you will help us discover the information hidden in vast amounts of data and develop our AI/ML capabilities.

- Your primary focus will be leading the application of data mining techniques, doing statistical analysis, and building high quality prediction systems to deliver to data driven intelligence to our clients.

MINIMUM QUALIFICATIONS & EXPERIENCE

- 6-8 years of rich experience in implementing Machine/Statistical Learning solutions to complex business problems at scale

- Rich experience in various Machine Learning techniques like Regression, Classification, Ensemble of Decision Trees (Bagging, Boosting, Random Forest etc.), Support Vector Machines, Artificial Neural Networks, Clustering, Dimension Reduction etc.

- Intermediate-level proficiency (coding, scripting and prototyping skills) in Python or R

DESIRED QUALIFICATIONS & EXPERIENCE

- Bachelors/Masters degree in Computer Science or related OR Masters degree in Statistics / Economics / Business Economics / Econometrics / Operations Research

Desired relevant experience :

- Should be minimum 6 years

- Experience in implementing the advanced techniques/methods like Recommender Systems (Collaborative Filtering.), Association Rule Learning, Convolutional Neural Network, Recurrent Neural Network, Natural Language Processing (NLP), Reinforcement Learning (RL), Time-series Analysis, SVM, and random forest

- Experience in implementing Statistical modelling techniques like Regression family

- Experience in productionizing the machine learning models for analytics-based SaaS (Software as a Service) products

- Expert-level proficiency (good coding, scripting and prototyping skills) in Python or R or both

- Knowledge and familiarity with the Big Data stack: Hadoop, Hive, Spark, Map Reduce and other Big Data tools and technologies

- Understanding of database management systems like those of RDBMS, NoSQL, MongoDB etc.