Senior Manager, Analytics

1 month ago

Danbury, United States Genpact Full time

Role : Senior Manager, Analytics (Generative AI)

Location : Danbury, CT (Hybrid)


Job details :

The role requires advanced analytical acumen and solution orientation. The role possesses critical thinking skills and the ability to understand and manipulate data to provide insightful observations, identify trends and communicate these effectively. The role is expected to act independently to make timely and informed decisions aligned to the role’s remit or to escalate as appropriate to management or others in IT as needed. The role’s insight and proposed actions should strive to be strategic, look beyond ‘stop gap’ measures and seek to drive improvements to reporting and analysis practices.


Responsibilities

  • Professional experience with different regression and classification methods in the implementation and deployment of projects on AWS GCP and Azure cloud platform. Follow the standard practice and guidelines while using Python and SQL.
  • Few months of experience with Lang chain framework for GenAI.
  • Must have intermediate understanding of Word and Excel. The candidate must have strong consultative / listening skills, ability to analyze data, and translate business requirements into actionable capabilities.
  • Able to design Machine learning, Deep learning and Generative AI architecture and its successful execution in the project.
  • Design, develop and implement generative AI models such as GANs, Variational Auto Encoders or transformers for specific application.
  • Must Demonstrate understanding of evaluation metrics specific to GenAI task such as inception score, frechet inception distance, perpetual path length.
  • Collaborating with cross-functional teams, including data scientist, engineers, domain experts to integrate Generative AI into products or services.
  • Develop and fine-tuning Generative AI models such as GPT for various applications.
  • Using Generative AI to work on tasks like text generation, sentiment analysis, chatbots and language translation using RAG and agent-based models.
  • Experience in using tokenization and embeddings and must have used GPT, LLaMA, Huggingface for deploying the models.
  • Analyze data and Generating insights using generative AI techniques for predictive modelling and data generation.
  • Ability to successfully create quick project based on GenAI by asking questions using different scalable database for generating charts or statement using different large language models.
  • Evaluating the performance of generative AI models and implementing improvements based on feedback.
  • Ensuring ethical and responsible use of AI by addressing bias, privacy concerns and fairness in AI models
  • Proficiency in programming languages like Python, SQL, frameworks such as Langchain for AI model development.


Qualifications we seek in you

Minimum Qualifications

  • Any Graduate
  • BE/B- Tech, BCA, MCA, BSc/MSc


Preferred Qualifications/ Skills

  • Analytical experience in Pharma or Life science industry.
  • Experience in Commercial analytics.
  • Experience in leading team of data scientist.

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