Job Title:
Data Scientist
Location:
Gurgaon
Level/Band:
Band C (Manager / Senior Manager)
Department:
Flight Safety
About The Role
We are seeking a motivated and highly skilled
Data Scientist
to join our
Flight Safety
team. This role is critical in leveraging
advanced analytics and machine learning
to drive safety-related decisions and improve operational processes. The successful candidate will work extensively with
time-series and multivariate data
to detect anomalies, uncover patterns, and develop predictive models that enhance flight safety and risk mitigation.You will play a strategic role in applying
AI/ML techniques
, building
custom algorithms
, and conducting
exploratory data analysis
, with a strong focus on aviation safety and operational excellence.
Key Responsibilities
- Perform exploratory data analysis (EDA) to uncover patterns, trends, and insights from complex datasets.
- Apply advanced anomaly detection techniques on time-series and multivariate data to identify irregularities and potential safety risks.
- Develop and implement machine learning and deep learning models (e.g., ANN, RNN, CNN) for predictive safety analytics.
- Utilize big data analytics tools and AI/ML frameworks to support data-driven decision-making in flight safety.
- Design and develop custom algorithms to meet domain-specific requirements with high accuracy and reliability.
- Write efficient, maintainable code using Python and MATLAB for data processing, modeling, and algorithm deployment.
- Collect, clean, and preprocess data from multiple sources to ensure high-quality inputs for model development.
- Collaborate with cross-functional teams to translate analytical findings into actionable safety initiatives.
Educational Background
Required Qualifications & Experience:
- Bachelor’s degree in Engineering with a specialization in Data Science or a related field.
- Certification in Data Science (such as a completed Data Scientist course or equivalent).
Professional Experience
- Minimum 6 years of hands-on experience in data science, machine learning, or analytics roles.
- Proven experience in developing AI/ML models, particularly in anomaly detection and predictive analytics.
Key Skills
- Data Analysis & Exploratory Data Analysis (EDA)
- Anomaly Detection (Time-Series & Multivariate Data)
- Machine Learning & Deep Learning (ANN, RNN, CNN)
- Big Data Analytics & AI-driven Risk Forecasting
- Strong Programming Skills: Python and MATLAB
- Custom Algorithm Design & Development
- Data Collection, Preprocessing, and Integration
Why Join Us?
- Contribute to cutting-edge data science initiatives in the aviation safety domain.
- Work in a collaborative and innovation-driven environment.
- Be part of a mission-critical team focused on predictive safety and operational excellence.
Skills: analytics,learning,custom algorithm design & development,anomaly detection (time-series & multivariate data),machine learning & deep learning (ann, rnn, cnn),matlab,data analysis,data analysis & exploratory data analysis (eda),big data analytics & ai-driven risk forecasting,flight safety,machine learning,python,data science,data collection, preprocessing, and integration