Machine Learning EngineerPurchasing Power • Chennai, Republic Of India, IN
Machine Learning Engineer
Purchasing Power • Chennai, Republic Of India, IN
20 hours ago
Job description
What you’ll do :
Scoping, driving, and delivering complex projects across multiple teams.
Work with product / business owners, enterprise / application / solution architects, data scientists, engineers, and other stakeholders to scale up Big Data and data science research and development initiatives w.R.T to the industrial standards.
Develop deterministic and machine learning models (ML) and pilot projects to find the most scalable solution to business problems (plug and play on readymade ML models and python abilities).
He / she should be a self-starter who has a strong interest in dealing with statistics, understanding complex systems, solving challenging challenges, and organizing and presenting data and reports.
Identifies the data needed for root cause analysis, gathers, and pulls data, analyses it to create a hypothesis, and uses data to validate it.
Develops and maintains scalable predictive models and drive insights that can be of value to the business.
Demonstrate technical expertise and provide guidance to business stakeholders on how to gain value from the data science initiatives.
Leverage and plug and play deep learning frameworks (e.G., TensorFlow, PyTorch) to build and optimize neural networks for various applications.
Create, create, and apply cutting-edge AI models and algorithms to resolve challenging business issues and keep up with the most recent developments in AI research and use creative approaches in practical situations.
Understanding of conceptual, logical, and physical architectures for cloud-based data solutions – AWS preferred.
Provide complete frameworks and solutions for projects. Keep an eye on and measure efficacy Establish best practices and frameworks for various data and analytics landscape capabilities.
Creates and assesses commercial and open-source data lineage tools.
Familiarity with the logical, conceptual, and physical architectures of cloud-based data solutions;
preference is given to AWS.
Create frameworks and comprehensive solutions for these kinds of tasks. Keep an eye on and measure efficacy Establish best practices and frameworks for various data and analytics landscape capabilities.
Creates and assesses commercial and open-source data lineage tools.
Works closely with all business units and engineering teams to develop strategy for consumption of insights
Document the processes and maintain code repositories in GitHub Requirements. Requirements /
Key Performance Areas :
Technical Skills :
At least 3-5 years of data science experience
Experience with Python(preferred), Shell Scripting and / or R and SQL
Experience working with a data pipeline in the public cloud (AWS highly preferred).
Research and prototype novel GenAI solutions aligned with business goals
Work with cross-functional teams to translate requirements into AI capabilities
Experience in leveraging Agentic AI in Workflows
Data Visualization : Seaborn or Matplotlib (Python)
Source control knowledge : GitHub
Agile / Scrum experience preferred
Knowledge in SQL & Big Data analytics.
Experience in any ticketing tool preferably JIRA Domain
Requirements :
Provide technical expertise and guidance to support the integration of generative AI solutions.
Experience in o eCommerce and / or Retail o Fintech is preferred
In-depth understanding of statistical and predictive techniques like regression, classification, and forecasting
Knowledge of techniques such as but not limited to Linear and Logistic regression, Random Forest, Boosting and Bagging techniques, SVM, Clustering and time series forecasting.
Strong Knowledge in Statistical Modelling, Machine learning, Deep learning & AI.
Strong Knowledge in Data Science tools and techniques.
Soft Skills :
Familiarity with data visualization tools and excellent story telling skills.
Critical thinking and implementation in relevant use-cases
Strong interpersonal and management skills.
Excellent verbal and written communication skills.
Excellent Data Story telling skills.
To be able to work in a fast-paced agile development environment
Ideation and Conceptualization of existing business problems and implement the same.
Knowledge in Project / Program Management. Academic
Requirements :
Bachelor’s degree in (Computer Science / Data Science
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Machine Learning Engineer • Chennai, Republic Of India, IN
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