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Citi Group Data Science Gen AI Dev Lead - Hybrid 
United States, Florida, Tampa 
871053883

19.07.2024

You will be joining us right at the beginning of our journey. As a senior member of the team, you will be actively coding, designing, and deploying the solution. As such, we need an innovative, opinionated, and creative leader who have previous real-world experience.

Responsibilities

  • Lead end-to-end data science projects, from problem formulation to model deployment.
  • Collaborate closely with cross-functional teams, including technology and business stakeholders to define project requirements and deliverables.
  • Apply advanced statistical and machine learning techniques to analyze large, complex datasets and extract actionable insights.
  • Integrate generative LLM techniques. This could include chat, Retrieval Augmented Generation, and automated scenario simulation and optimization.
  • Develop predictive models, algorithms, and data-driven solutions to optimize business process, improve process transparency, and drive strategic decision-making.
  • Design and conduct experiments, tests, and casual inference analysis to evaluate the effectiveness of interventions and initiatives.
  • Mentor and coach team members, providing guidance on best practices, methodologies, and tools in data science and machine learning.
  • Stay-up-to-date with the latest developments in data science, machine learning, and related fields, and evaluate emerging technologies for potential adoption.
  • Strong architecture skills – as this is a new application, we are looking for a leader who can conceptualize what needs to be built and then participate in the actual build.

What we’ll need from you:

  • 10+ years of relevant experience
  • Hands on experience with LLM (commercial and open source), LangChain, LlamaIndex, Retrieval Augmented Generation, and Vector Databases
  • 3-5 years of experience with graph databases (Neo4J and Cypher would be a big plus
  • 7+ years of professional experience in data science, with strong foundation in statistical analysis, machine learning, and data visualization
  • Proficiency in programing languages such as Python and Java and familiarity with libraries/frameworks such as TensorFlow, PyTorch, scikit-learn, Scipy, Pandas, etc
  • Solid understanding of experimental design, hypothesis testing, and casual inference methods
  • Experience with SQL and relational databases for data manipulation and querying
  • Excellent communication and collaboration skills, with the ability to explain complex technical concepts to non-technical stakeholders.
  • Strong problem-solving and critical-thinking abilities, with a demonstrated ability to tackle open-ended problems and drive projects to completion.
  • Advanced experience in pattern recognition and predictive modeling.
  • Knowledge of software engineering best practices, including version control, agile SDLC, testing and deployment pipelines
  • Good Knowledge of Kubernetes, Kafka, REST-ful design would be a plus.
  • Development experience of at least one public cloud provider would be a plus.
  • Financial industry experience would be a plus.
Applications Development

Full timeTampa Florida United States$113,840.00 - $170,760.00



Anticipated Posting Close Date:

Jul 23, 2024

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