Data Scientist & Business Analyst ( NLP / LLM )

Job Type: Contract
Job Location: United States
Company Name: CEI

About the job

CEIs Fortune 50 Client is a world-leader in Media and Entertainment, and they are adding a Technical Business Analyst / Data Scientist to their AI Center of Excellence.

  • 100% Remote
  • 12-month contract with potential for extension and permanent conversion

What You’ll Do

  • Gather and refine requirements for data vectors and vector storage.
  • Identify potential applications to identify relevant use cases within the organization for GenAI
  • Collaboration with data scientists and AI engineers to ensure GenAI solutions are feasible and address real-world problems.
  • Understanding potential biases and ethical implications of GenAI models.

Required Qualifications & Skills

  • Data Integration: The ability to integrate data from various sources, such as relational databases, APIs, and CSV files, into a cohesive pipeline. This includes understanding data formats, ETL (Extract, Transform, Load) processes, and data mapping.
  • Natural Language Processing (NLP): Proficiency in NLP techniques to transform text data into vectors for semantic search. This includes knowledge of tokenization, embedding models, and vectorization methods.
  • Vector Databases: Experience with vector databases and their implementation. This involves understanding how to store, index, and query vectorized data efficiently using tools like Elasticsearch, Pinecone, or similar technologies.
  • Data Privacy and Compliance: Knowledge of data privacy regulations (e.g., GDPR, HIPAA) and best practices for handling sensitive data. This includes ensuring compliance while managing and storing personally identifiable information (PII).
  • Business Requirements Documentation: Strong skills in writing clear and detailed business requirements. This involves translating technical needs into business language and ensuring that all stakeholders understand the requirements and objectives.
  • Knowledgeable in Generative AI/ LLMs and its applications in business processes.
  • Understanding of Machine Learning & AI Concepts
  • Familiarity with Generative AI techniques.
  • Ability to understand, analyze, and interpret data
  • Familiar with various use cases for Generative AI in the market
  • Understanding of specific GenAI tools is a plus.
  • Practical experience as a BA for data solutions and technical data platform
  • Knowledgeable about Snowflake and different vector store technologies

Education

  • Bachelor’s Degree in the field of Information Technology, Business, or similar field; plus 5 years of experience
  • Or Master’s degree in the field of Information Technology, Business, or similar field; plus 3 years of experience
  • Any certificates on AI/ GenAI is a plus

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