Direct message the job poster from Aarna Software and Solutions LLC We are seeking a Machine Learning Engineer to design and develop robust analytics models using statistical and machine learning algorithms In this role, you will work closely with product and engineering teams to solve complex business problems, identify data-driven opportunities, and create personalized experiences for customers You will be responsible for building end-to-end machine learning solutions, implementing models in production, and working with various data frameworks and tools such as Python, Spark, and Databricks Analyze use cases and design appropriate analytics models using statistical and machine learning algorithms tailored to specific business requirements Develop machine learning algorithms to drive personalized customer experiences and provide actionable business insights Apply expertise in data mining and machine learning techniques, including forecasting, prediction, segmentation, recommendation, and fraud detection Extend and augment company data with third-party data to enrich analytics capabilities Enhance data collection procedures to include necessary information for building analytics systems Prepare raw data for analysis, including cleaning, imputing missing values, and standardizing data formats using Python data frameworks (e.g., Pandas, NumPy) Implement machine learning models, considering both performance and scalability using tools like PySpark in Databricks Design and build infrastructure to facilitate large-scale data analytics and experimentation Work with tools like Jupyter Notebooks for data exploration and model development
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