Data Scientist III - Lead Data ArchitectAstreya Inc. • California, Maryland, United States
Data Scientist III - Lead Data Architect
Astreya Inc.
- California, Maryland, United States
- California, Maryland, United States
Über
Remote, CAtime type:
Full timeposted on:
Posted Todaytime left to apply:
End Date: July 31, 2026 (30+ days left to apply)job requisition id:
R0016066**Job Title: Data Modeling Expert – AI & Analytics****Location: California (Hybrid/Remote)**We are seeking a **Data Modeling Expert with strong AI/Analytics focus** to enable next-generation data platforms supporting predictive analytics, machine learning, and intelligent automation. This role will design and optimize data models that power use cases such as **grid reliability, predictive maintenance, wildfire risk modeling, customer analytics, and AI-driven operations**.**Key Responsibilities*** Design **AI-ready data models** to support machine learning, advanced analytics, and real-time decisioning* Build and maintain **feature-ready datasets** for data science teams (feature engineering support)* Develop **semantic and analytical data layers** for BI, AI, and self-service analytics* Collaborate with data scientists to translate **ML use cases into scalable data structures*** Model and integrate **high-volume time-series and IoT data** (e.g., smart meters, sensors, grid telemetry)* Enable **real-time / near-real-time data pipelines** for AI-driven insights* Ensure data models support **MLOps frameworks** (model training, validation, deployment pipelines)* Implement **data lineage, observability, and quality frameworks** to support trusted AI outcomes* Optimize data structures for **lakehouse architectures** and distributed compute environments* Align with **data governance, privacy, and regulatory compliance** requirements**AI/Analytics Use Case Alignment*** **Predictive Maintenance:** Asset failure prediction using sensor and maintenance data* **Wildfire Risk Modeling:** Environmental and grid data modeling for risk forecasting* **Load Forecasting:** Time-series modeling for energy demand prediction* **Customer 360 Analytics:** Behavioral segmentation and usage insights* **Grid Intelligence:** AI-driven outage prediction and response optimization* **Generative AI Enablement:** Structuring enterprise data for LLM-based insights and copilots**Required Qualifications*** 8+ years in **data modeling, data architecture, or analytics engineering*** 3+ years of Utility/energy domain experience (smart grid, AMI, SCADA systems) supporting electric, gas, and/or water utilities.* Strong expertise in:
+ Dimensional modeling for analytics (Star/Snowflake schemas)
+ Data modeling for **machine learning pipelines**
+ SQL and data transformation frameworks (dbt preferred)* Experience designing data models for:
+ **Data lakes / lakehouse architectures** (Delta Lake, Iceberg, etc.)
+ Structured + semi-structured data (JSON, Parquet)* Proven experience supporting **AI/ML workloads in production environments****Preferred Qualifications*** Experience with **cloud AI ecosystems**:
+ AWS (SageMaker, Redshift)
+ Azure (Synapse, Azure ML)
+ GCP (BigQuery, Vertex AI)* Familiarity with **time-series and streaming platforms** (Kafka, Spark Streaming)* Knowledge of **feature stores** (Feast, Tecton)* Experience with **MLOps tools** (MLflow, Kubeflow)* Understanding of **LLM data preparation**, vector databases, and embeddings**Key Skills*** AI/ML Data Modeling & Feature Engineering* Lakehouse & Modern Data Stack (dbt, Spark, Delta Lake)* Time-Series & Streaming Data Modeling* Data Governance for AI (quality, lineage, bias mitigation)* Performance Optimization for Analytics Workloads* Cross-functional collaboration (Data Science, Engineering, Business)**Salary Range**$108,000.00 - $180,000.00 USD (Salary)* *Please note that the salary information provided herein is base pay only (gross); it does not include other forms of compensation which may or may not apply to this specific position, namely, performance-based bonuses, benefits-related payments, or other general incentives - none of which are guaranteed, may be subject to specific eligibility requirements, and are wholly within the discretion of Astreya to remit.** *Further, the salary information noted above is a range that consists of a minimum and maximum rate of pay for this specific position. Where an applicant or employee is placed on this range will depend and be contingent on objective, documented work-related considerations like education, experience, certifications, licenses, preferred qualifications, among other factors.***Astreya** **offers comprehensive** **b****enefits to all Regular, Full-Time Employees,** **including:*** Medical provided through UHC (PPO, HSA, Surest options) / Medical provided through Kaiser (HMO option only) for California employees only* Dental provided through UHC* Nationwide Vision provided by UHC* Flexible Spending Account for Health & Dependent Care* Pre-Tax Account for Commuter Benefit/Parking & Transit (location-specific)* Continuing Education and Professional Development via various integrated platforms, e.g. Udemy and Coursera* Corporate Wellness Program provided by Goomi Group* Employee Assistance Program* Wellness Days
401k Plan* Basic and Supplemental Life Insurance* Short Term & Long Term Disability* Critical Illness, Critical Hospital, and Voluntary Accident Insurance* Tuition Reimbursement (available 6 months after start date, capped)* Paid Time Off (accrued and prorated, maximum of 120 hours annually)* Paid Holidays* Any other statutory leaves, paid time, or other ancillary benefits required under state and federal law #J-18808-Ljbffr
Sprachkenntnisse
- English
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