Mumbai, Maharashtra, India
Information Technology
Full-Time
Fractal
Overview
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
Not the right fit? Let us know you're interested in a future opportunity by clicking Introduce Yourself in the top-right corner of the page or create an account to set up email alerts as new job postings become available that meet your interest!
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
- 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
- Experience working in CPG, FMCG or retail industry is a plus
- Experience in working with Linux computing environment and use of command line tools
Not the right fit? Let us know you're interested in a future opportunity by clicking Introduce Yourself in the top-right corner of the page or create an account to set up email alerts as new job postings become available that meet your interest!
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Email
info@antaltechjobs.in