Data Scientist

5 days ago

Remote, India Manasvini Global Solutions Full time

**Key Responsibilities**:

- Gather and evaluate data related to safety and security needs, including potential threats and scenarios.
- Collaborate with end-users to understand their perspectives and expectations, ensuring alignment with project goals.
- **Anomaly Detection**: Detect anomalous behavior or events in surveillance footage, sensor data, or network traffic for potential security threats or safety hazards.
- **Predictive Maintenance**: Predict equipment failures in critical infrastructure (surveillance cameras, access control systems, fire detection) to prevent safety risks or security breaches.
- **Behavioral Analysis**: Analyze patterns in crowd dynamics, pedestrian movement, or vehicle traffic to identify suspicious activities or abnormal behavior that may pose security threats or safety concerns.
- **Natural Disaster Prediction**: Develop models to forecast natural disasters and their impact on safety and security infrastructure to enable proactive mitigation and emergency response.
- **Cybersecurity Threat Detection**: Analyze network traffic, system logs, and user behavior to identify cybersecurity threats (malware, unauthorized access attempts, data breaches) and safeguard sensitive information.
- **Biometric Identification**: Implement biometric recognition systems (facial recognition, fingerprint identification, iris scanning) for access control and authentication to enhance security.
- **Sentiment Analysis**: Analyze social media, online forums, and public sentiment data to monitor public perception, detect potential threats, and assess the effectiveness of safety and security measures.
- **Emergency Response Optimization**: Utilize optimization algorithms and predictive analytics to optimize emergency response strategies, resource allocation, and evacuation routes for efficient crisis management.
- **Fraud Detection**: Develop models to detect fraudulent activities (identity theft, financial fraud, cyberattacks) by analyzing patterns in transaction data, user behavior, or network activity.
- **Smart Surveillance**: Integrate advanced video analytics and image processing techniques (object detection, tracking, recognition) into surveillance systems for enhanced situational awareness, automated threat detection, and real-time decision-making.
- Evaluate and monitor the performance of machine learning models, making adjustments as necessary.
- Collaborate with software engineers to integrate machine learning models into safety and security systems.
- Document technical specifications, algorithms, and development processes.

**Area of Expertise**:

- Machine Learning (Supervised, Unsupervised, Deep Learning)
- Image/Video Processing
- Computer Vision
- Data Analysis and Visualization
- Software Development (Python, R, etc.)
- Experience with safety and security systems is a plus

**Job Type**: Permanent

**Salary**: ₹2,000,000.00 - ₹2,261,864.14 per year

Schedule:

- Day shift

Application Question(s):

- Please mention your Current, Expected CTC and Notice period.

**Experience**:

- total work: 8 years (preferred)
- Machine learning: 8 years (preferred)
- Predictive analytics: 2 years (preferred)
- State Safety & Security Intelligence: 5 years (preferred)

License/Certification:

- AWS Certified Machine Learning - Specialty (preferred)
- Data Science (preferred)

Work Location: Remote

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