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Lead Data Scientist

2 months ago

Bengaluru, India Resource Tree Full time

Lead Data Scientist (NLP/GenAI/LLM)

Exp : 6-10yrs

Location : Bangalore/Hyderabad

Job Role :

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

- Guide team of analysts to offer exceptional solutions to clients, across domains.

Work Location : Hyderabad/Bangalore (Hybrid mode with 3 days in office)

Key Responsibilities for Lead Data Scientist (GenAI & NLP)

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

- 6-10 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 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

- Total work experience of 7+ years, 4+ years in Advanced NLP, 1 year experience in GenAI

- Ability to guide and mentor teams of associates on solution development and approaches

- 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 standardization

- 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.

- Familiarity with any Cloud services such as AWS, Sage Maker etc. is considered a plus

- 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

We offer you :

- Opportunity to work on cutting-edge AI projects

- A chance to try things, take risks.

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

- People you will be comfortable working with

(ref:hirist.tech)

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