Advanced Tech Placement ยท 18 hours ago
Data Scientist
Parsippany, NJ
Full-time
Onsite
Mid, Senior Level
4+ years expAdvanced Tech Placement is seeking a Data Scientist to deliver actionable insights and AI-driven enhancements across the Software Development Lifecycle. This role involves building analytics and machine learning models to improve developer productivity and platform performance through data-driven decision-making.
Staffing & Recruiting
Responsibilities
Define and implement SDLC metrics and instrumentation for CI/CD pipelines, incidents, and delivery KPIs
Develop dashboards, anomaly detection systems, and predictive models to monitor engineering efficiency and identify improvement opportunities
Design and evaluate GenAI-driven features (e.g., automated PR summaries, test generation, and code suggestions) to enhance developer workflows
Conduct pilot experiments, analyze outcomes, and validate model performance through data-driven evaluation frameworks
Collaborate with engineering, SRE, and platform teams to operationalize models, integrate analytics into CI/CD pipelines, and ensure data quality, observability, and governance
Champion data-driven decision-making, transforming platform telemetry into actionable insights that guide SDLC and DevOps enhancements
Qualification
Required
4+ years of hands-on experience applying data science or machine learning in production environments
Proven experience with GenAI/LLM technologies applied to developer workflows or DevOps automation
Proficiency in Python (pandas, scikit-learn), ML frameworks, SQL, and data visualization tools (e.g., Tableau, Power BI)
Experience working with observability and telemetry data (logs, metrics, traces) and A/B testing or experimental design
Strong communication skills, with the ability to translate technical insights into business impact
Preferred
Experience with model deployment and MLOps practices
Knowledge of prompt engineering and best practices for safe and effective GenAI integration
Familiarity with cloud-based data platforms (AWS, GCP, or Azure)
Understanding of data governance and security within enterprise environments
Company
Advanced Tech Placement
Advanced Tech Placement (ATP) is a women-owned and led staffing agency; we specialize in sourcing top talent with IT Project/SOW, IT Contract/Contract to Hire, and Direct Hire services.
11-50 employees
Funding
Current Stage
Early StageLeadership Team
Grace Denyer
Founding Partner & CEO
Company data provided by crunchbase