Lead Data Analyst and Machine Learning Expert

7 days ago

bangalore, India beBeeData Full time

Lead Data Analyst and Machine Learning ExpertAre you a seasoned data professional with expertise in machine learning and predictive modeling? We're seeking an exceptional Lead Data Analyst to drive strategic decision-making across lending, collections, and customer engagement use cases.Key Responsibilities:Develop, deploy, and optimize predictive models leveraging large-scale datasets and modern data pipelines.Collaborate closely with cross-functional teams to translate business challenges into actionable insights.Apply best practices in MLOps, model monitoring, and governance to ensure high-quality outputs.Effectively communicate insights to stakeholders to inform strategy and roadmap decisions.Requirements:4-7 years' experience as a Data Scientist or ML Engineer, with a proven track record of productionizing ML models.Expertise in Python and libraries like scikit-learn, pandas, numpy, xgboost, PyTorch/TensorFlow, spaCy/NLTK.Strong SQL skills and comfort with cloud data lakes, ETL pipelines, and large messy datasets.Experience deploying models via REST APIs, Docker, batch/streaming workflows.Familiarity with data visualization/BI tools for business reporting.A practical MLOps mindset—versioning, monitoring, retraining, and governance.Desirable Skills:Cloud ML platforms (SageMaker, Vertex AI, Azure ML, Databricks) experience.NLP/NLU for chat or voice bots.Reinforcement learning or optimization exposure.Regulated industries focus with explainable AI.MLOps tool proficiency (MLflow, Kubeflow, Airflow, Dataiku).Open-source contributions or research publications.

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