Short DescriptionWe are looking for a candidate to build great recommendation engines and power an intelligent m.Paani user journey
- Data Mining using methods like associations, correlations, inferences, clustering, graph analysis etc.
- Design and implement machine learning, information extraction, probabilistic matching algorithms and models.
- Building recommendation engines based on data and user behavior.
- Making meaningful insights from data and using it to improve the product.
- Working on very sparse data and enriching it using third party sources.
- Care about designing the full machine learning pipeline.
- Enhancing data collection procedures.
- Processing, cleaning and verifying data collected.
- Ad hoc analysis of the data and present clear results.
- Creating advanced analytics products that provide actionable insights.
- Someone with 2+ years of work experience in machine learning.
- Educational qualification relevant to the role. Degree in Statistics, certificate courses in Big Data, Machine Learning etc.
- Knowledge of Machine Learning techniques and algorithms.
- Knowledge in languages and toolkits like Python, R, Numpy.
- Knowledge of data visualization tools like D3.js, matplotlib.
- Knowledge of query languages like SQL, Hive, Pig.
- Familiar with Big Data architecture and tools like Hadoop, Spark, Map Reduce.
- Familiar with NoSQL databases like MongoDB, Cassandra, HBase.
- Good applied statistics skills like distributions, statistical testing, regression etc.