Data Scientist _ Product
- Head Infotech India
- 2 - 4 years
- Hyderabad
- 2 months ago
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Job Description
We're a diverse group of thinkers and doers who are reimagining what's possible to make it easier for all of us to do what we love in new ways.
Responsibilities:
- Develop an in-depth understanding of user journeys and generate data driven insights & recommendations to help product and customer success teams in meticulous decision-making
- Define and analyze key product data sets to understand customer and product behavior
- Work with stakeholders throughout the organization to identify opportunities for leveraging data to identify areas of growth and build strong data backed business cases around the same
- Perform statistical analysis/modelling on data and uncover hidden data patterns and correlations
- Perform feature engineering and develop and deploy predictive models/algorithms
- Coordinate with different teams to implement and deploy AI/ML driven models
- Conduct ad-hoc analysis around product areas for growth hacking and produce consumable reports for multiple business stakeholders
- Develop processes and tools to monitor and analyze model performance and data accuracy
Technical Skills: - At least 2-4 years of experience of working with real-world data and building statistical models
- Hands-on experience of programming with Python, including working knowledge of packages like Pandas, Numpy, SciPy, Scikit-Learn,Seaborn,Plotly etc
- Hands-on knowledge of SQL and Excel
- Deep understanding of key supervised and unsupervised ML algorithms should be able to explain what is happening under the hood and their real-world advantages/drawbacks
- Strong foundation of statistics and probability theory
- Knowledge of advanced statistical techniques and concepts (properties of distributions, statistical tests, simulations, Markov chain etc.) and experience with applications
Other Skills: - Preferred Domain Experience: Gaming, E-Commerce, or any B2C experience
- Ability to break a problem into smaller chunks and design solution accordingly
- Ability to dive deeper into data, ask right questions, analyze with statistical methods and generate insights
- Ability to write modular, clean and well-documented code along with crisp design documents
- Strong communication and presentation skills
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Data ScientistEmployement Type: Full timeContact Details:
Company: Head Infotech IndiaLocation(s): Hyderabad+ View Contact
Keyskills: SQL SciPy Pandas Plotly Seaborn Numpy Scikit-Learn
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