Senior Data Scientist

Senior Data Scientist : GenAI

Work Location

What Gramener offers you

Gramener will offer you an inviting workplace, talented colleagues from diverse backgrounds, career path, steady growth prospects with great scope to innovate. Our goal is to create an ecosystem of easily configurable data applications focused on storytelling for public and private use

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 client stakeholders using textual data.

Skills and Qualifications

• Background in Computer Science/Computer Applications or any quantitative discipline (Statistics, Mathematics, Economics/Operations Research, etc.) from a reputed institute.
• Total 7+ years of experience using analytical tools/languages like Python on large-scale data.
• Must have Semantic model & NER experience.
• Experience working with pre-trained models, awareness of state-of-the-art in embeddings, and applicability for use cases.
• Must have strong experience in NLP/NLG/NLU applications using popular Deep learning frameworks like PyTorch, Tensor Flow, BERT, Langchain, and GPT (or similar models), Open CV.
• 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 of language semantic concepts & data standardization.

About us

We help consult and deliver solutions to organizations where data is at the core of decision making. We undertake strategic data consulting for organizations in laying out the roadmap for data driven decision making, in order to equip organizations to convert data into a strategic differentiator. Through a host of our product and service offerings we analyse and visualize large amounts of data.