Director - Data Scientist - IT

Director - Data Science/Data Analytics

Work location - Bangalore

Job Description:

- Solid knowledge and experience of supervised, unsupervised and reinforcement learning machine learning algorithms. For e.g: classifiers, cluster analysis, dimension reduction, regression, and models CNN, RNN, DQN, GAN, temporal difference methods, sequence modeling, NLP/NLU, word/doc embeddings, collaborative filtering, self-attention, transformers, etc.

- Experience with the current state of AI/ML, Large Language Models, and Generative AI

- Fine-tune language models to specific domains using LLM to improve the accuracy and effectiveness of text-based applications

- Build generative AI models that can generate original content, such as text, images, or music

- Experience with model explainability and interpretability techniques

- Experience in machine learning frameworks and tools ( For e.g: scikit-learn, mlr, caret, H2O, TensorFlow,MXNet, Pytorch, Caffe/Caffe2, CNTK, MLlib)

- Advanced level programming in SQL and Python/Pyspark to guide teams

- Lead and manage a team of data scientists and engineers working on generative AI projects

- Identify and evaluate new AI technologies and tools that could be leveraged for generative AI projects.

- Understand the nuances between traditional Machine Learning lifecycle and Generative AI modeling lifecycle

- Develop and implement ethical guidelines and standards for AI development and deployment

- Stay up to date with the latest research and trends in the field of generative AI and apply them to the company's projects and goals Communicate effectively with stakeholders at all levels of the organization to explain the benefits and risksof generative AI solutions

Nice to have:

- Strong hands-on skills for data pipeline orchestration (For e.g: Airflow)

- Expertise with visualization tools For e.g: Tableau, PowerBI, AWS QuickSight etc.

- Multi-task and manage multiple deadlines. Responsible for incorporating client/user feedback into the Product

- Ability to think through complex user scenarios and design simple yet effective user interactions

- Good Communication and presentation skills

Skills Keywords Industry:

Generative AI Deep learning, GPT Model (ChatGPT), Large language models, NLU/NLP, BERT, Vision API,Cloud Open to all Industry

Conversational AI Python, ML, AI, NLP, Chatbot, Cloud, Computer vision,Rasa, Dialogflow Open to all Industry

CPG Analytics Python, ML,AI,Cloud,Visualization CPG- Consumer packaged goods