Job Title: Data Scientist with Strong Statistics
Location: Atlanta, GA – Onsite
Contract
Job Requirements
· Apply statistical modeling and data science techniques to transaction and TCP L4 telemetry to identify anomalous traffic and behavioral patterns.
· Build behavioral baselines and anomaly detection models using time-series analysis, clustering, correlation, outlier detection and statistical thresholds.
· Engineer features from transaction, connection, velocity, retry, batch and historical alert data to improve detection accuracy.
· Develop statistical scoring and classification models to differentiate legitimate, duplicate, retry, anomalous and potential DDoS activity.
· Analyze historical incidents and alerts to optimize detection thresholds and reduce false positives.
· Integrate statistical detection signals into agentic AI investigation workflows for automated correlation, investigation and evidence generation.
· Validate models using historical and simulated traffic scenarios and measure precision, recall, false-positive/false-negative rates and detection latency.
· Monitor model performance, behavioral drift and changes in traffic patterns and continuously tune detection algorithms.
· Partner with engineering and operations teams to productionize models and provide explainable, statistically grounded recommendations to human investigators
· Work Experience 7-10Years
Alchemy: Transforming Your Professional Vision into Reality
Since our inception in 2013, Alchemy has been dedicated to reshaping organizational performance through innovative IT services. With a vision to empower businesses seeking a transformative edge, we’ve positioned ourselves at the forefront of digitization and software modernization.
Our name reflects our mission: to transmute technology into gold-standard solutions for our esteemed clients. We proudly serve a diverse range of sectors, including IT and ITES, BFSI, Telecom and Media, Automotive, Manufacturing, Energy, Oil and Gas, Real Estate, Retail, Healthcare, and more.
With a global footprint spanning the USA, India, Europe, Canada, Singapore, Japan, and parts of Central and West Africa, we harness a unique blend of competencies, frameworks, and cutting-edge technologies. Together, we drive growth and innovation across industries, helping organizations turn their visions into reality.
Alchemy – Connecting Talent with Opportunities (Diversity, Equity and Inclusion)
