Job Location: Ahmedabad
Job Overview
We are looking for a statistician and machine learning scientist to join our growing team of data scientists. The ideal candidate has 3-8 years working as a data scientist with strong experience applying various machine learning and statistical modeling approaches to solve impactful questions in an industry or research setting.
Responsibilities:
- Develop and operationalize ML solutions to support business initiatives by using a wide array of machine learning and statistical techniques
- Run machine learning experiments to drive actionable business insights
- Work with complex and large data sets from disparate sources to engineer meaningful features, perform analyses and ensemble modeling data sets
- Support analytics around statistical and forecasting tasks such as A/B testing, DM campaigns, sales forecasts etc.
- Summarize and communicate relevant analysis findings to project stakeholders by creating clear reports and presentations
- Discuss and brainstorm new ways to improve model implementation and process automation
- Follow data science best practices including coding and documentation standards, project peer and code review, and ensure results reproducibility
- Collaborate with data science and analytics teams in US and India
Desired Qualifications:
- A Masters or B.S. diploma or equivalent experience in Data Science, Computer Science, Statistics, Applied Mathematics, Machine Learning/AI, Operations Research or related quantitative fields
- Strong SQL skills and experience with writing complex queries and working with databases
- Advanced programming skills in Python or R and excellent knowledge of commonly used machine learning, statistical and data visualization libraries
- Solid understanding of foundational statistical and machine learning approaches such as regression, ensemble learning, clustering, resampling and regularization methods.
- Experience transforming high dimensional data of different types to make it appropriate for analysis
- Ability to translate complex data science findings into insights and communicate them to others with different expertise
- Ability to translate business questions into ML problems and select appropriate solutions
- Intellectually curious, continuously learning and improving
- Experience using version control platforms such as Gitlab
- AWS cloud computing experience is a plus
- Experience with end-to-end ML lifecycle is a plus
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