Senior Machine Learning Engineer

5 days ago


thrissur, India beBeeDataScientist Full time

Job DescriptionAventis Technology seeks a highly skilled Data Scientist to join our team. As a Data Scientist, you will be responsible for building predictive models, developing feature-engineering pipelines, and collaborating with cross-functional teams to drive business outcomes.Predictive Modeling: Develop and deploy predictive models using machine learning algorithms to identify patterns and trends in large datasets.Feature Engineering: Design and implement feature-engineering pipelines to extract relevant insights from diverse data sources.Data Analysis: Conduct exploratory data analysis to uncover hidden patterns and opportunities for growth.Collaboration: Work closely with product, data engineering, and business teams to define analytical requirements and drive project deliverables.RequirementsTo succeed as a Data Scientist, you must have:5-7 years of experience: In applied machine learning, statistical modeling, and data analytics.Strong programming skills: In Python (Pandas, NumPy, Scikit-learn) and SQL.Proficiency in ML algorithms: Tree-based models, logistic regression, clustering (k-means), time-series, uplift modeling, etc.Cloud experience: Familiarity with cloud platforms (AWS, Azure, GCP) or Databricks.MLOps fundamentals: Experience with model deployment workflows and model operations.Nice to HaveWe are looking for candidates with experience in:Telco analytics: Churn, segmentation, ARPU, price elasticity.Recommender systems: Reinforcement learning or simulation models.



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