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[Remote] Senior Data Scientist

Remote · Vietnam Full-time

Note: The job is a remote job and is open to candidates in USA. Forbes Technical Consulting is seeking a Senior Data Scientist for their Claims & Incident Analytics team. The role focuses on developing machine learning and NLP solutions to improve claims and incident mitigation analytics.

Responsibilities

  • Translate risk management business requirements into well-defined data science solutions, including incident prioritization and claim severity classification
  • Profile, clean, and prepare claims and incident data for modeling and scoring
  • Develop feature engineering logic using structured and unstructured data sources
  • Apply NLP and text-processing techniques to claim and incident narratives to extract risk signals
  • Build record-linkage approaches to connect incidents and claims where clean unique identifiers are unavailable
  • Build and validate models that rank incidents by likelihood of escalation or intervention needed
  • Build and validate claim severity models that classify claims by financial impact and high-dollar risk
  • Generate explainability outputs including key risk drivers and business-readable flags for incidents and claims
  • Collaborate cross-functionally with Legal, Data Engineering, BI, Data Governance, and MLOps partners
  • Monitor model performance, drift, scoring quality, and retraining needs
  • Document modeling assumptions, feature logic, validation results, limitations, and handoff requirements
  • Ensure appropriate handling of PII and sensitive data fields per governance standards
  • Present findings and recommendations clearly to both business and technical stakeholders

Skills

  • Expertise in operations research modeling (LP, IP, MIP) and solvers such as CPLEX or Gurobi
  • Expertise in machine learning — supervised, unsupervised, and deep learning methods
  • Expertise in feature engineering, model evaluation, and hyperparameter tuning
  • Proficiency in Python, SQL, and Spark; experience with Scikit-Learn, XGBoost, TensorFlow, PyTorch, MXNet, and LLM frameworks
  • Experience developing and deploying solutions in cloud environments (AWS, Azure, or GCP) with large datasets
  • Experience with streaming data architectures and Agile methodology
  • Familiarity with DevOps and CI/CD concepts
  • Master's degree in Computer Science, Statistics, Industrial Engineering, or related field (PhD preferred)
  • 5+ years of data science or operations research experience (2+ years with a PhD)

Company Overview

  • Forbes Technical Consulting provides IT staffing for contract, contract-to-hire, and direct-hire openings. It was founded in 1999, and is headquartered in Chicago, Illinois, USA, with a workforce of 11-50 employees. Its website is https://forbestc.com.
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