Data Scientist
Job overview We are looking for a Data Scientist who will support in building data driven products by utilizing their analytical, statistical, and programming skills to collect, analyze, and interpret large data sets of clients to improve our product and user experience. The ideal candidate is adept at using large data sets to find opportunities for product and process optimization and using models to test the effectiveness of different courses of action. If you think you are passionate about discovering solutions hidden in large data sets and working on improving the data products, then we would like to meet with you.Responsibilities
- Work in team to build data driven products by utilizing their combined statistical and programming skills
- Work in Python language for training machine/deep learning models as well as EDA (Exploratory Data Analysis)
- Work in NLP domain specifically in Natural Language Query and Natural Language Generation tasks
- Creating intelligent conversational bots using open source frameworks
- Building automation scripts in Python
- Creating Auto Machine Learning modules i.e. forecasting, anomaly detection, clustering etc. (AutoML)
- Supervised/Unsupervised/Semisupervised learning methods for insight generation
- Work in Azure cloud ecosystem, utilizing of PaaS and SaaS services
- Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies.
- Assess the effectiveness and accuracy of new data sources and data gathering techniques.
- Develop custom data models and algorithms to apply to data sets.
- Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes.
- Develop company A/B testing framework and test model quality.
- Coordinate with different functional teams to implement models and monitor outcomes.
- Develop processes and tools to monitor and analyze model performance and data accuracy.
- Other duties as assigned.
Qualifications
- Bachelor’s degree in Computer Science or a related field.
- 3+ years of experience using programming language, and a variety of data mining/data analysis methods.
- Strong experience using a variety of data mining/data analysis methods, using a variety of data tools, building and implementing models, using/creating algorithms and creating/running simulations.
- Proven ability to drive business results with their data-based insights.
- Ability to work with a wide range of stakeholders and functional teams.
- Experience training different machine/deep learning models to automate different tasks.
- Proficient in programming languages i.e. Python, and familiar with writing scripts for automation.
- Strong verbal and written communication skills.
- Ability to be self-motivated, and work efficiently in a fast-paced, innovative environment
- Strong analytical skills, with the ability to process large amounts of information and interpret data.
- Strong attention to detail.
