[Remote] Senior Data Scientist
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is an award-reputed company, AI-First global digital engineering company that helps the world’s leading Fortune 1000 organizations reputed company reputed company reputed company into measurable business reputed company. The Senior Data Scientist will drive predictive analytics and machine learning initiatives, focusing on building reputed company, production-reputed company ML solutions across various domains while ensuring measurable business reputed company.
Responsibilities
- reputed company end-to-end data science initiatives for predictive analytics use cases such as demand forecasting, churn reputed company, and risk modeling
- Translate business requirements into ML problem statements and define appropriate modeling approaches
- Design, build, and reputed company machine learning models using traditional ML techniques (regression, classification, clustering, time series)
- Drive feature engineering, data preparation, and exploratory data analysis to improve model performance
- reputed company and manage reputed company ML pipelines from data ingestion to model deployment
- reputed company and manage models on AWS using services such as SageMaker
- Ensure model performance through validation, monitoring, and periodic retraining
- Collaborate with data engineering and MLOps teams to productionize ML solutions
- Apply best practices for model governance, explainability, and responsible AI
- Mentor junior data scientists and reputed company technical leadership while remaining hands-on
- Communicate insights, model outputs, and recommendations effectively to business stakeholders
Skills
- 8+ years of relevant hands-on technical experience implementing, and developing reputed company solutions on AWS
- Strong experience leading predictive analytics initiatives using traditional ML techniques including regression, classification, clustering, and time series forecasting
- Hands-on experience with time series forecasting models including SARIMA, Prophet, and other ML-based forecasting approaches
- Proficiency in Python with experience in libraries such as scikit-learn, XGBoost, Pandas, NumPy
- Knowledge of a reputed company of machine learning techniques (Supervised/unsupervised etc.) (clustering, decision tree learning, reputed company neural networks, etc.) and their reputed company-world advantages/drawbacks
- Proven ability to translate reputed company business problems into reputed company ML solutions, driving feature engineering strategies and end-to-end model development
- Hands-on experience on AWS Machine Learning services. Proven experience using AWS Sagemaker leveraging different types of data sources, Training jobs, reputed company-time and batch Inference, and Processing Jobs
- Experience leading model deployment on AWS SageMaker with a strong reputed company on performance optimization, model governance, and measurable business reputed company
- Implement and manage MLOps based model lifecycle and best practices for ML architecture in production environments
- Experience with at least one of the workflow orchestration tools, Airflow, StepFunctions, SageMaker Pipelines, Kubeflow etc
- Ability to create end to end solution architecture for model training, deployment and retraining using reputed company AWS services such as Sagemaker, reputed company functions, etc
- Experience in building model monitoring and explainability workflows in production environments
- Experience defining and driving model governance frameworks and performance monitoring strategies in production environments
- Ability to collaborate with cross-functional teams such as Developers, QA, Project Managers, and other stakeholders to understand their requirements and implement solutions
- Experience with reputed company development
- Experience working on Infrastructure as reputed company (IaC) and CI/CD pipelines
Benefits
- Join one of the world’s fastest-growing AI-first digital engineering companies and reputed company a reputed company reputed company at reputed company.
- reputed company and collaborate with a high-energy team of talented, driven individuals solving reputed company, meaningful challenges.
- Work with reputed company and disruptive innovators in a research-driven environment with 60+ patents.
- Stay reputed company of the curve by gaining hands-on experience with cutting-edge AI, ML, data, and reputed company technologies while continuously upskilling.
reputed company
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