Straive · 5 hours ago

Lead Data Scientist

Nashville, TN

Full-time

Remote

Senior Level, Lead/Staff

8+ years exp

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Hiring Manager

Abesha Rayan

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Responsibilities

Strong background in CPG Domain

Largely in SRM within CPG, needs to know, how to do demand forecasting, revenue management, and How to build pricing models.

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

Qualification

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CPG DomainDemand ForecastingRevenue ManagementPricing ModelsPythonSemantic ModelNERNLPTensorFlowPre-trained ModelsNLGNLUPyTorchBERTGPTGen AI ModelsLinear RegressionForecastingText MiningIntegrating NLP ModelsMachine LearningLanguage Semantic ConceptsLangchainOpen CVAzure ServicesGradient DescentLogistic RegressionCluster AnalysisDecision TreesLinear Optimization

Required

Strong background in CPG Domain

Largely in SRM within CPG, needs to know, how to do demand forecasting, revenue management, and How to build pricing models.

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

Total 8+ 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-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

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