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Data Science Specialist
Data Science SpecialistAvance Consulting • Raleigh, North Carolina, United States
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Data Science Specialist

Data Science Specialist

Avance Consulting • Raleigh, North Carolina, United States
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Data Scientist / Gen AI Lead Consultant

Raleigh, NC

Fulltime

Required Qualifications :

  • At least 7 years of Information Technology experience
  • At least 4 years of hands-on GenAI / Agentic AI and data science with machine learning
  • Strong proficiency in Python programming.
  • Experience of deploying the Gen AI applications with one of the Agent Frameworks like Langgraph, Autogen, Crew AI.
  • Experience in deploying the Gen AI stack / services provided by various platforms such as AWS, GCP, Azure, IBM Watson
  • Experience in Generative AI and working with multiple Large Language Models and implementing Advanced RAG based solutions.
  • Experience in processing / ingesting unstructured data from PDFs, HTML, Image files, audio to text etc.
  • Experience with data gathering, data quality, system architecture, coding best practices
  • Hands-on experience with Vector Databases (such as FAISS, Pinecone, Weaviate, or Azure AI Search).
  • Experience with Lean / Agile development methodologies

Preferred Data Scientist Qualifications :

  • 4 years of hands-on experience with more than one programming language; Python, R, Scala, Java, SQL
  • Hands-on experience with CI / CD pipelines and DevOps tools like Jenkins, GitHub Actions, or Terraform.
  • Proficiency in NoSQL and SQL databases (PostgreSQL, MongoDB, CosmosDB, DynamoDB).
  • Deep Learning experience with CNNs, RNN, LSTMs and the latest research trends
  • Experience in Python AI / ML frameworks such as TensorFlow, PyTorch, or LangChain.
  • Strong understanding and experience of LLM fine-tuning, local deployment of open-source models
  • Proficiency in building RESTful APIs using FastAPI, Flask, or Django.
  • Experience in Model evaluation tools like DeepEval, FMeval, RAGAS , Bedrock model evaluation.
  • Experience with perception (e.g. computer vision), time series data (e.g. text analysis)
  • Big Data Experience strongly preferred, HDFS, Hive, Spark, Scala
  • Data visualization tools such as Tableau, Query languages such as SQL, Hive
  • Good applied statistics skills, such as distributions, statistical testing, regression, etc.
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