Job Location: Chennai
- Implement machine learning, data mining, statistical, and graph-based algorithms designed to analyze massive data sets
- Implement new data modeling solutions and improvements to existing solutions
- Integrate new data sources and API third-party products in the main framework
- Work with Big Data technologies using Spark
- Provide analytical support to the data science team
- Own and drive projects from conception to completion
- Collaborate with data scientists, engineers and other key stakeholders
- Manage feature engineering lifecycle including prototyping, validating, maintenance of features.
- Partner with Cloud technologists to ensure proper implementation and usage of said algorithms
- Work well in a fast-paced cross-functional environment
- Analyze large data sets to develop multiple, custom models and algorithms to drive innovative correlations for fraud and acceptance data as well as social data
Qualifications:
- BE/B.TECH/ME/MSc in computer science, industrial engineering, electrical engineering, operations research, mathematics, statistics or similar or equivalent work experience.
- 2- 4 years of industry experience working in a similar role
- Experience in data-driven algorithms in information retrieval, relevance, or machine learning and working with distributed systems.
- Strong Python/R programming background
- Big data tools using spark (Scala or Python) in distributed systems.
- Good working knowledge of SQL
- AWS (s3, emr, aws cli minimum)
Preferred:
- Dashboard development experience (Dash, Bokeh, R Shiny)
- Experience with data workflow managers such as Airflow, Drake, or Luigi
- Experience in advanced analytics and developing machine learning models
- Programming experience in Scala, Java
- Experience with containerization (Docker)
- Experience with cloud ecosystems such as Microsoft Azure, Google Cloud Platform or Amazon Web Services
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