Embrace a "fail fast, learn faster" mentality, aiming for a 20-30% success rate in your ideas and experiments. Continuously optimize our experimentation process, making it faster, more efficient, and more insightful.
Apply AI concepts to solve business problems, with a focus on rapid prototyping and iterative improvement.
Leverage SQL and data manipulation tools to work with complex datasets, exploring unconventional approaches.
Apply statistical methods, machine learning algorithms, and data visualization techniques to perform exploratory data analysis, embracing unexpected insights.
Build and interpret models using tools like PySpark and ML-Flow, constantly testing new approaches and parameters.
Write clean, well-documented code that facilitates collaboration and hence faster iteration.
Continuously evaluate and enhance existing models, viewing each iteration as an opportunity to learn and improve.
Requirements :
Bachelor's or Master's degree in Data Science, Computer Science, Statistics, Mathematics, or a related field (Tier 1 colleges are preferred).
Minimum of 3 years of hands-on experience in data analysis, modeling, and AI solutions development.
Technical Skills :
Proficiency in rapidly prototyping and testing ideas using large, complex datasets and SQL.
Expertise in implementing and iterating on machine learning models and algorithms, with a focus on quick experimentation cycles.
Strong programming skills in Python and / or SQL, with an emphasis on writing code that facilitates easy modification and testing.
Experience in leveraging data visualization techniques to quickly interpret and communicate experimental results.
Ability to swiftly deploy and iterate on AI solutions in cloud environments.
(ref : hirist.tech)
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Machine Learning Engineer • Mumbai
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