Position Name - Lead Genai + NLPLocation - Bangalore/Hyderabad/Chennai/Mumbai/GurgaonExperience Range - 4+ YearsMandatory Requirement:
Must have Semantic modeling & NER experience
Experience working with pre-trained models, awareness of state-of-art in embeddings and applicability for use cases.
Must have strong experience in NLP/NLG/NLU applications using any popular Deep learning frameworks like PyTorch, Tensor Flow, BERT, Langchain and GPT (or similar models) OpenCV.
About the client:They are a design-led data science firm that helps solve complex business problems with compelling data stories using insights and a low-code analytics platform. They help enterprises large and small with data insights and storytelling by leveraging Generative AI, AI/ML, Automated Analysis, and Visual Intelligence using modern charts and narratives (NLG).Job Roles and Responsibilities:
You will help our clients solve real-world problems by tracing the data-to-insights lifecycle.
Understand business problems, making sense of the data landscape & footprint, performing a combination of exploratory, Machine Learning & Advanced Analytics on textual data
Create, experiment with and deliver innovative solutions in a consultative mindset to the client
stakeholders using textual dataQualification and Experience:
Background in Computer Science/Computer Applications or any quantitative discipline (Statistics, Mathematics, Economics/Operations Research etc.) from a reputed institute.
Total 4+ years of experience using analytical tools/languages like Python on large-scale data
Must have Semantic modeling & NER experience
Experience working with pre-trained models, awareness of state-of-art in embeddings and
applicability for use cases * Must have strong experience in NLP/NLG/NLU applications using any popular Deep learningframeworks like PyTorch, Tensor Flow, BERT, Langchain and GPT (or similar models) OpenCV. * Must have exposure to Gen AI models (LLMs) like Mistral, Falcon, Llama 2, GPT 3.5 & 4,Prompt Engineering * Experience using Azure services for ML & GenAI projects is a plus
Demonstrated ability to engage with client stakeholders
Deep knowledge of techniques such as Linear Regression, gradient descent, Logistic Regression, Forecasting, Cluster analysis, Decision trees, Linear Optimization, Text Mining
Strong understanding of integrating NLP models into business workflows. Prospect should have exposure to project initiation to business impact creation in at least one project.
Broad knowledge of fundamentals and state-of-the-art in NLP and machine learning
Coding skills in one or more programming languages such as Python, SQL
Hands-on experience with popular ML frameworks such as TensorFlow
Expert / high level of understanding on language semantic concepts & data standardization