Machine learning engineer

3 days ago


Little India Silicontek Inc Full time
What You’ll Do
Work with cross-functional teams to gather and analyze data requirements
Develop and implement machine learning models for structured data
Perform data pre-processing, feature engineering, and model selection
Evaluate and improve model performance using various metrics
Collaborate with software engineers to integrate machine learning models into production systems
Monitor and maintain machine learning models in a production environment
Keep up-to-date with the latest advancements in machine learning and AI
Author and publish the novelty of the works accomplished in peer reviewed journals and conferences.
Knowledge, Skills & Abilities
Experience in NLP and any of the deep learning frameworks such as Tensor Flow, Keras, Py Torch, etc
Proficiency with modern statistical modeling (regression, boosting trees, random forests, etc.) including classification, regression, and clustering models
Strong experience in Python and its libraries for data analysis and machine learning (such as Num Py, Pandas, Scikit-learn, etc.)
Data Analysis Libraries: Pandas, Py Spark, Numpy, Matplotlib
Advanced analytical skills, including time-series forecasting
Knowledge of SQL and working with relational databases
Strong problem-solving and analytical skills
Excellent communication skills and the ability to work in a team environment
Education and Work Experience
Bachelor's or Master's degree or Phd in Computer Science, Mathematics, or a related field
3+ years of experience in building and deploying machine learning models for structured data
Plus to have
Prior experience in working with synthetic data
Research and publication experience

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