Role :
Junior Software Engineer - Analytics
Location :
Mumbai, Maharashtra, India
JOB DESCRIPTION:
LogiNext is looking for a passionate Junior Software Engineer – Analytics to build data products that extract valuable business insights for efficiency and customer experience.
This role will require managing, processing and analyzing large amounts of raw information and in scalable databases. This will also involve developing unique data structures and writing algorithms for the entirely new set of products.
The candidate will be required to have critical thinking and problem-solving skills. The candidates must be experienced with software development with advanced algorithms and must be able to handle large volume of data. Exposure with statistics and machine learning algorithms is a big plus. The candidate should have some exposure to cloud environment, continuous integration and agile scrum processes.
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What you will do
Responsibilities:
- Software Development that creates data driven intelligence in the products which deals with Big Data backends
- Exploratory analysis of the data to be able to come up with efficient data structures and algorithms for given requirements
- The system may or may not involve machine learning models and pipelines but will require advanced algorithm development
- Managing, data in large scale data stores (such as NoSQL DBs, time series DBs, Geospatial DBs etc.)
- Creating metrics and evaluation of algorithm for better accuracy and recall
- Ensuring efficient access and usage of data through the means of indexing, clustering etc.
- Collaborate with engineering and product development teams
Education Required:
- Bachelor’s degree or higher in Engineering in one of these domains – Computer Science, Information Technology, Information Systems, or related field from top-tier school or bachelor’s degree or higher in Statistics, Mathematics, with hands on background in software development.
skills
- 0 to 1 year experience with product development, having done algorithmic work
- Analytical mind and problem-solving aptitude
- Able to work independently and set goals keeping business objectives in mind
- Knowledge of JAVA or Python programming languages
- Exposure with data processing analytics and visualization tools in Python (such as pandas, matplotlib, Scipy, etc.) OR – JAVA (RapidMiner, JavaML, JSAT etc.)
- Understanding of Databases with SQL
- Understanding of querying to NoSQL database (eg. Mongo, Casandra, Redis)
- Exposure to Big Data technologies such as Hadoop, Yarn, Redshift, Spark, Kafka, etc. will be a big plus
- Understanding of geospatial data stores, PostGIS will be a plus.
- Understanding of Machine learning algorithms will be a plus.
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