Data Scientist

3 weeks ago

Bangalore, Karnataka, India Resourcetree Full time

Job Role : Data Scientist ( 4-6yrs)

Job Location : Bangalore (Hybrid mode with 3 days in office)

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 mind set to client stakeholders using textual data

Qualifications & Skillset :



- Background in Computer Science/Computer Applications or any quantitative discipline (Statistics, Mathematics, Economics/Operations Research etc.) from a reputed institute.


- Total work experience of 3 to 6 years, 3+ years in Advanced NLP, 1-year experience in GenAI


- 3-6 years of experience using analytical tools/languages like Python on large-scale data


- Must have Semantic modelling & NER experience


- 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


- Expert / high level of understanding on language semantic concepts & data Requirements :


- Proven track record of successful models and practical implementation


- Hands-on experience with popular ML frameworks such as TensorFlow


- Experience with application development practices at scale, from problem definition to deployment.


- Develop and apply Statistical Modelling techniques (e.g Bayesian models and deep neural networks), optimization methods, and other ML techniques to different applications.


- Knowledge in Machine Learning techniques in entity resolution, common speech products or text search domain.


- 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) Open CV.


- Must have exposure to Gen AI models (LLMs) like Mistral, Falcon, Llama 2, GPT 3.5 & 4, Prompt Engineering


- Must have worked using Azure services for ML & GenAI projects.


- Demonstrated ability to engage with client stakeholders at multiple levels and provide consultative solutions across different domains


- Deep knowledge of techniques such as Linear Regression, gradient descent, Logistic Regression, Forecasting, Cluster analysis, Decision trees, Linear Optimization, Text Mining etc.


- 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.


- Experience in productionizing & retraining models


We offer you :


- Opportunity to work on cutting-edge AI projects


- A chance to try things, take risks.


- Meaningful problems you will be proud of solving, which directly adds to your career growth & skill development.


(ref:hirist.tech)

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