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Lead Data Scientist

3 months ago

Hyderabad, Telangana, India Resourcetree Full time

Lead Data Scientist (NLP yrs

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

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.

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
)