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
What the job involves
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
Socure is the leading platform for digital identity verification and trust. Its predictive analytics platform applies artificial intelligence and machine learning techniques with trusted online/offline data intelligence from email, phone, address, IP, device, velocity, and the broader internet to verify identities in real time. The company has more than 2,000 customers across the financial services, government, gaming, healthcare, telecom, and e-commerce industries, including four of the top five banks, seven of the top 10 card issuers, three of the top MSBs, the top payroll provider, the top credit bureau, the top online gaming operator, the top Buy Now, Pay Later (BNPL) providers, and over 250 of the largest fintechs.