Lead Data Scientist
Bengaluru, India
Fractal
Fractal is a strategic analytics partner to global Fortune 500 companies & powers every human decision in the enterprise with AI, engineering & design.It's fun to work in a company where people truly BELIEVE in what they are doing!
We're committed to bringing passion and customer focus to the business.
Job Responsibilities:
Train machine learning and deep learning models on large scale time series datasets
Develop end to end automated pipelines for use cases like inventory management, price recommendation, demand forecasting etc
Use data wrangling and exploration to extract insights and relationships from the data
Perform descriptive analysis and build visualizations to help customer understand what drives the business metrics
Identify and measure levers to help move essential metrics and make recommendations
Perform accuracy analysis to identify opportunities for performance improvement on specific slices of data and ensure high performance across all slices
Conduct research and prototyping innovations; data and requirements gathering; solution scoping and architecture; consulting clients and client facing teams on advanced statistical and machine learning problems
Collaborate and coordinate with different functional teams (engineering and product development) to implement models and monitor outcomes
Experience Required:
5+ years of experience as a data scientist, applied scientist, data analyst, machine learning engineer or a related role
Bachelor's degree in Math, Physics, Statistics, Economics, Computer Science, or similar domain
Experience working with demand forecasting, supply chain optimisation, driver analysis, time series analysis, statistical models, regression models and deep learning models
Experience of working on end-to-end data science pipeline: problem scoping, data gathering, EDA, modelling, insights, visualizations, monitoring and maintenance
Ability to create efficient solutions to complex problems. Strong skills in data-structures and ML algorithms
Problem-solving: Ability to break the problem into small parts and applying relevant techniques to drive required outcomes
Expertise in exploratory data analysis, visualisations, ETL, hypothesis testing, experimentation, automation, etc.
Proficiency in Python (including packages like numpy, pandas, sklearn, pytorch, tensorflow, matplotlib), SQL and Excel
Good to have
Experience working in CPG, FMCG or retail industry is a plus
Experience in working with Linux computing environment and use of command line tools
If you like wild growth and working with happy, enthusiastic over-achievers, you'll enjoy your career with us!
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* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Architecture Computer Science Consulting Data analysis Deep Learning Economics EDA Engineering ETL Excel Linux Machine Learning Mathematics Matplotlib NumPy Pandas Physics Pipelines Prototyping Python PyTorch Research Scikit-learn SQL Statistics TensorFlow Testing
Perks/benefits: Career development Startup environment
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