Jobs · Consulting · Virginia

Lead Specialist, Federal Artificial Intelligence (AI) Engineering

KPMG US · Ashburn, VA · 4 wk ago
HybridConsultingFull-time

Responsibilities

  • Plan, lead, and execute delivery of data / AI engagements (including definition of objectives, key deliverables, mitigating risk in data, modeling, validation, delivery)
  • Lead workshops and innovation sessions with clients, multi-disciplinary, and cross-functional teams to identify business opportunities, define problem statements, and design high level analytical solutions
  • Work with clients to discover data sources and create data requests; lead data discovery, ETL/ELT processes to ingest structured data / annotation processes to enrich unstructured data leveraging a variety of data sources (social media, news, internal / external documents, images, video, voice, emails, financial data, and operational data)
  • Oversee the creation of analytics and machine learning models through all phases of development, from design through training, evaluation, validation, implementation, to delivery
  • Lead in a fast-paced / dynamic environment utilizing virtual and face-to-face interactions; manage complex work streams, expectations, budgets, and deliverables
  • Define, monitor, and report key business metrics to management; design, implement, and manage various reporting processes / dashboards
  • Ability to travel as required to support firm engagements

Qualifications

  • A minimum of five years of Artificial Intelligence, Information Technology, and/or Data Science experience; U.S. Federal government consulting experience preferred
  • Bachelor's degree from an accredited college/university
  • Experience utilizing analytics / software development processes for natural language processing, machine learning on unstructured data, and/or information retrieval
  • Deep technical understanding of data preparation approaches and machine learning algorithms
  • Knowledge / experience preforming data science from data discovery, cleaning, model selection, validation, to deployment
  • Experience coding artificial intelligence methods using object-oriented programming in software development processes (ability to restructure, refactor, and optimize code for efficiency)
  • Hands-on experience and knowledge in distributed computing architecture, massive-parallel processing big data platforms (Hadoop, MapReduce, HDFS, Spark, PySpark, Hive/Impala, H-Base / MongoDB / Casandra, and Teradata / Netezza / Redshift), mainstream cloud infrastructure (AWS, MS Azure, GCP, and their D&A related microservices)
  • Experience with Web/RESTful service development, HTML5, JavaScript / Angular / React / Redux
  • Experience with command-line scripting, data structures, and algorithms; ability to work in Linux and/or cloud environments; ability to write production level code
  • Ability to travel as required to support firm engagements
  • Applicant must possess or be eligible for U.S. Government clearance

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