RRemoteville

How Remoteville checks and expires listings

Socure logoSocure

Data Scientist

Skills
AlgorithmsAnalytical SkillsData MiningData PipelinesData ScienceMachine Learning AlgorithmsNatural Language Processing
Role

What the job involves

The main requirements, responsibilities and hiring steps.

Requirements

  • Master's degree with 3+ years of experience or PhD with 1+ years of experience in data science/engineering
  • Experience in developing data-driven algorithms in information retrieval, relevance, or machine learning and working with distributed systems
  • Programming skills in Python, R or Scala, SQL, Pysql
  • Familiarity with Spark/Pypsark, common ML libraries, and AWS ecosystem including EMR and S3
  • Experience with data mining, unsupervised machine learning algorithms, and statistical tools and underlying theory
  • Experience in developing data pipelines and automated workflows
  • Experience with Neo4j/AWS Neptune, Elasticsearch or DynamoDB, and Airflow is a big plus

Day to day

  • Analyze large data sets to develop identity graph, optimize graph structure, and build algorithms to drive innovative identity-verification solutions
  • Focus on product improvement, resolve key points to help identify key challenges and provide feedback and solutions to clients
  • Apply machine learning in analysis, conduct data mining, utilize statistical analysis, build graph-based algorithms designed to analyze massive data sets
  • Develop, improve models, and perform A/B testing analysis of production data
  • Build probabilistic models for identity matching, automating data-processing pipelines, evaluating performance of new data vendors, and providing analytical support to the Socure compliance and regulatory product suite including a KYC product
  • Provide analytic support to the compliance-product teams and report on project status to senior management