Data Scientist - Time series and forecasting at lingarogroup

lingarogroup

India·7h ago

Mid LevelFull-timePythonRustGCPAzureMachine LearningData ScienceAIML

Salary Range

$16,150 - $21,850 /year

Estimated

This salary is estimated based on similar roles. The actual salary may vary.

About the Role

We are looking for a Data Scientist to join our team, focusing on time series analysis and forecasting. This role involves working on end-to-end classification and forecasting use cases, from problem framing to deployment support.

Key Responsibilities

→Work on end-to-end classification and forecasting use cases: problem framing, data preparation, model development, evaluation, and basic deployment support
→Explore and clean data; perform EDA to understand data and flag data quality issues
→Engineer features for tabular and time-series data
→Train, validate, and tune standard ML models
→Evaluate models with appropriate metrics that have impact on business KPIs
→Build clear visualizations and concise reports to present model results and insights to business stakeholders
→Collaborate with data engineers and AI engineers to bring models into production
→Document data sources, modeling assumptions, and experiment results in a reproducible way

Requirements

✓Commercial experience with various classical data science and Machine Learning (ML) models
✓Knowledge of customer analytics concepts or advanced forecasting
✓Fluency in Python, basic working knowledge of SQL
✓Knowledge of specific DS/ML libraries
✓Solid experience in one of the cloud computing platforms (Databricks or GCP or Azure)
✓Strong business acumen
✓Experience with deep learning, reinforcement learning, or other advanced modeling concepts in classical Data Science problems