Senior Data Scientist

Sonatype
Hyderabad
Workplace: HybridFull timeFunction: Data Science & Machine LearningSkills: ["Problem-solving","Communication"]

Build and deploy machine learning models that detect malicious behavior, surface anomalies, and strengthen security posture across the platform. You’ll work with massive datasets and apply generative techniques for fraud and behavioral analysis, designing experiments to validate performance and reliability. Partner with data engineers to create scalable pipelines for data collection, preprocessing, and feature engineering, while collaborating with product and security experts and mentoring junior teammates.

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FursaFursa
Sonatype
Sonatype
1 year ago

Senior Data Scientist

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Source: Company careers pageValidated by: Fursa AI
Last checked: 8 hours agoStatus: Live

Job Summary

Build and deploy machine learning models that detect malicious behavior, surface anomalies, and strengthen security posture across the platform. You’ll work with massive datasets and apply generative techniques for fraud and behavioral analysis, designing experiments to validate performance and reliability. Partner with data engineers to create scalable pipelines for data collection, preprocessing, and feature engineering, while collaborating with product and security experts and mentoring junior teammates.
Location: Hyderabad
Workplace: Hybrid
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Own end-to-end development of machine learning models from research and prototyping through deployment and monitoring.
  • •Explore and apply generative techniques (e.g., GANs, VAEs, LLMs) for fraud detection, anomaly detection, and behavioral analysis.
  • •Design and implement experiments to evaluate model performance, reliability, and generalization.
  • •Partner with data engineers to build scalable pipelines for data collection, preprocessing, and feature engineering.
  • •Conduct exploratory data analysis and statistical modeling, present findings to stakeholders, and mentor junior team members.

Pay and Benefits

Perks:Parental Leave

Key Requirements

  • •8+ years of experience in applied data science, machine learning, or AI research.
  • •Strong foundation in computer science, mathematics, or a quantitative discipline.
  • •Deep experience in generative modeling, deep learning architectures, and anomaly detection.
  • •Strong Python skills and proficiency with ML libraries such as TensorFlow, PyTorch, and Scikit-learn.
  • •Hands-on experience with Jupyter or Databricks notebooks, plus experience developing models in production.
Skills:Problem-solvingCommunication
Tech Stack:PythonTensorFlowPyTorchScikit-learnJupyterDatabricksGANsVAEsLLMsLangChainHuggingFaceTransformersMLflowAWSS3EMRSageMakerPySparkGitGitHub

Company Brief

Sonatype
Provides software supply chain automation and open-source governance solutions, including Nexus Repository, Nexus Lifecycle, and Nexus IQ, to help organizations manage, secure, and govern components across the software development lifecycle.
Industry: Cybersecurity
Company Size: Large (251 to 1,000 employees)
Growth: Established Company
Headquarters: Lexington, United States
Founded: 2008
WebsiteLinkedIn