Data Scientist - Generative AI

About Asper.AI

Asper.ai, a Fractal company, enables interconnected and automated decisions at the intersection of demand and supply. By changing how decisions aremade, Asper.ai unlocks growth and transforms organizations into adaptive, intelligent enterprises. Through itsautonomic decisioning platform,Asper.ai workswith data toprovide proactive, interconnected, andautomated decisions thathelp customers reach their true potential from optimizing workflows to growing the bottom line.

Role Name: Sr Data Scientist/Lead Data Scientist

Location: Bangalore | Hybrid

Reporting to: Director Data Science

No. of direct reports: NA/Senior Individual contributor role

Why work with us

Experience a fast paced, growing, and stable start-up with a culture of care at heart. You will be enabled to be your best every day personally & professionally.

Be a part of the AI revolution and bring to life solutions that make a difference to the world.

You will get to work with the latest technology in the field.

Coming to work will not feel monotonous you get to work with some of the brightest and the nicest colleagues you will meet and build bonds for life. Wework hard and have fun together as well.

Build for impact at scale with products that will fundamentally transform how CPG operates today and define for tomorrow.

Why this role is important to us

We are building an exceptional team of data scientists to solve problems of Demand Planning, Revenue Growth Management, and other areas of Demand-Supply Agility in CPG and Retail. We promise and deliver outcomes that are 5-10% better than current benchmarks and do this in a transparent and scalable way. Simultaneously solving for multiple objectives of best-in-class Accuracy, Scalability, and explain ability requires best-in-class talent.

What will you do

• Develop and fine tune Deep Learning models for forecasting and other supply chain use cases in CPG and Retail industry
• Develop an NLP solution capable of understanding domain-specific language, intent-recognition, mapping and triggering the right agents to generate and deliver meaningful responses.
• Create a solution that can categorize queries into different types (e.g., data analysis, predictive forecasts, scenario simulations, etc.)
• Design and develop a system that automatically triggers the appropriate agents based on the querys classified intent.
• Develop applications leveraging LLMs and Generative AI to provide the users seamless
• experience while interacting with data and insights
• .Build prototypes for solutions based on latest SOTA techniques in the filed of NLP, Gen-AI, Reinforcement Learning, etc.
• Benchmark performance of various Deep Learning models on public and proprietary datasets to compare and identify best models for different use cases
• Conduct research in relevant fields and publish the work in leading AI conferences/journals or other forums
• Assist in creating IP in the field of Data Science and its applications in CPG and Retail industry
• Educate team members about latest developments in relevant fields.

What you bring in experiences

• 5+ years of experience as a data scientist, with proven expertise in successful Gen-AI, Co-pilot, and Conversational AI Chatbot development and implementations
• Expertise in Natural Language Processing (NLP): Advanced NLP technologies to interpret and understand user queries in natural language.
• Intent Recognition and Classification: Developing algorithms that can accurately identify the intent behind a users query.
• Agent Mapping and Workflow Automation: Creating frameworks where each type of query is associated with one or more specific agents.
• Contextual Understanding and Learning: Implementing AI models that can understand the context of queries.
• User Feedback Integration: Incorporate a feedback mechanism where users can provide input on the systems responses and suggestions
• Expert level knowledge of Deep Learning concepts, popular architectures, NLP techniques, generative models and reinforcement learning techniques
• Excellent problem-solving skills in areas of Data Science and Software Development to
• develop efficient solutions for complex problems
• Strong analytical and logical reasoning abilities to build and evaluate hypothesis for experimentation
• Comfortable in working with structured and unstructured datasets to extract patterns and
• insights
• Proficiency in Python and experience working with its libraries like pytorch, tensorflow, scikit- learn, pandas, numpy, etc.
• It would be awesome if you also have experience working in CPG, FMCG or retail industry.
• Visit us at www.asper.ai