Impact Analytics - Deep Learning Lead/Lead AI Scientist

The impact that you will be making

- Solve complex business problems of the global retail industry through Artificial Intelligence, especially leveraging Deep Learning, Unsupervised & Semi-supervised, and Reinforcement Learning techniques.

- Build product-specific AI roadmaps, design and develop new algorithms, and integrate these algorithms into the relevant product offerings.

- Lead/co-lead the entire Machine Learning life-cycle for one or more products - experimentation, proof-of-concept, model development, testing, deployment and monitoring.

- Solve non-routine, challenging Machine Learning problems, often on sparse or incomplete data sets. Define evaluation strategies to measure the performance of complex AI systems.

- Systematic study of the latest research and industry developments in AI. Envisage next-generation challenges, and proactively recommend solutions to solve them.

- Facilitate the IP generation process in the company, and works towards patenting key inventions.

What lands you in this role

- 5 to 8 years of hand-on experience in at least two of the following AI areas:

- Machine Learning/Deep Learning,

- Natural Language Processing

- Computer Vision

- Reinforcement Learning

- AI Planning & Scheduling

- Strong expertise in complex pattern recognition through ML frameworks like PyTorch, TensorFlow/Keras, etc.

- Experienced in end-to-end development and productionization of large-scale AI solutions, including a strong understanding of MLOps/ModelOps.

- Strong communication skills, including the ability to explain advanced technical concepts, ideas and solutions to both technical and non-technical collaborators.

- (Preferred) Strong knowledge of evolutionary/genetic Algorithms, dynamic programming, combinatorial optimization, etc.

- (Preferred) Track record of publishing/presenting technical papers in reputed journals/conferences, filing patents, etc.