Data Scientist

Location - Corpus Christi, TX 78401 or Fort Wayne, IN - Onsite role

Need someone with 10-14 years' experience and Electric utilities domain Experience

Manager Notes :

• Predictive Safety Risk Assessment for Electric Utility Field Crews
• An electric utility deploys field crews to perform power restoration activities, particularly during outages and severe weather events. These crews operate in dynamic and potentially hazardous environments, where factors such as adverse weather, terrain, equipment, fatigue, working conditions, and the nature of restoration activities can contribute to workplace accidents.
• The challenge is to develop an AI/ML-based predictive model that estimates the probability of a field crew experiencing a safety incident during a specific restoration assignment.
• The proposed solution should analyze historical incident data alongside operational, environmental, geographical, and crew-related information to identify patterns associated with elevated accident risk.
• Before deploying a crew, the system should generate a risk assessment based on the conditions associated with the assignment.
• The ultimate objective is to move from reactive incident management to proactive accident prevention, enabling utility operators to identify high-risk assignments and implement appropriate preventive measures before deploying their crews.

JD:

• AI/ML, Computer Vision, Agentic workflows, RAG etc
• Solid Enthu. Required
• Personality is important is very important (Need to be very vocal )
• Generative AI , GCP and AWS