Job Location: Mumbai
– Take end-to-end ownership of a high impact data science project from formulation, planning, architecting different solution approaches, implementation at scale, measure and deliver.
– Partner with different stakeholders across Product, Analytics and Engineering teams to deliver world class data science products.
– Demonstrate and drive deep technical expertise in solving real world retail business problems through the application of machine learning.
– Act as an SME on the floor and help build data science capabilities
Requirement:
– Proven track record of successful data science deliverables preferably in Automotive/ logistics/e-commerce or other domains
– Very strong background and theoretical foundation in machine learning & advanced statistical modeling concepts
– Proficiency in Python, R, Hive, Spark or related tools for model building
– Excellent problem solving & CS fundamental skills (theory, algorithms, data structures)
– Experience handling a wide variety of data of large volumes
– Experience collaborating with a team of data scientists in developing and delivering scalable enterprise level machine learning products/solutions
– Ability to collaborate in a global environment
5+ years of experience
– BE/ B Tech/ ME/ M Tech in Computer Science/ Engineering, Mathematics, Statistics, or another quantitative field.
– Experience querying databases and using statistical computer languages (R, Python. etc) to manipulate data and draw insights from large data sets.
– Experience creating and using advanced machine learning algorithms and statistics: regression, simulation, scenario analysis, modelling, clustering, decision trees, etc.
– Knowledge of advanced Excel and SQL for data analysis.
– Experience with any data visualization tool : ggplot2/ matplotlib / seaborn / D3.js / Tableau
– Exposure to Deep Learning techniques like LSTM / GRU / RNN / CNN and NLP techniques is a plus
– Excellent written and verbal communication skills for coordinating across teams.
Experience as a Data Scientist role:
Experience in Python development:
Experience in NumPy
Experience in Pandas
Experience in Scikit-Learn
Experience in Tensorflow
Experience in PyTorch
Experience in Keras
Do you have experience in SDE Skills (Y/N)
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