AI Solutions Architect
Clearway Energy Group
Company Overview
Clearway Energy Group
San Francisco, CA, United States
2012
Approximately 800 employees (source: key.com). Revenue of $1.4 billion in FY 2024 (source: zoominfo.com).
What They Do
Clearway Energy Group specializes in developing, owning, and operating utility-scale renewable energy projects, focusing on solar, wind, and battery energy storage systems. The company also engages in some natural gas generation and thermal infrastructure through its affiliate. Their services encompass full-scope project development, which includes siting, permitting, construction, and long-term operations. This comprehensive approach allows them to offer community solar, distributed generation, and large-scale solar-plus-storage hybrids that effectively store excess renewable output for grid dispatch during peak demand (source: clearwayenergygroup.com).
Clearway's products include contracted power generation under long-term power purchase agreements (PPAs) with utilities, community choice aggregators, and corporate buyers. They deliver a range of energy services, including baseload, peaking, and thermal energy services like steam and chilled water via district systems. Their target markets span 28 U.S. states, serving utilities, regional transmission organizations, commercial and industrial customers, and corporate offtakers such as PepsiCo. The company is particularly focused on both regulated and deregulated regions, with significant development in solar (6 GW), wind (6 GW), and storage (4 GW paired/standalone) (source: clearwayenergygroup.com).
Clearway Energy Group distinguishes itself in the competitive landscape by holding over 10.7 GW of operating or in development storage assets across 16 states. They have a unique strategy of repurposing retired fossil fuel sites, such as those adjacent to former gas plants, and boast a 30 GW nationwide development pipeline. Their integrated solar-storage complexes enhance grid reliability, positioning them favorably against peers like Brookfield Renewable Partners and Atlantica Sustainable Infrastructure (source: key.com).
Projects & Track Record
Clearway Energy Group has completed several notable projects, including the Victory Pass and Arica solar-plus-storage complex in Riverside County, California. This project features 463 MW of solar capacity and 186 MW of battery storage, which became operational in 2023. It powers approximately 205,000 homes under contracts with various utilities and represents a $1 billion investment, contributing significantly to the local economy (source: clearwayenergygroup.com).
Another significant project is the Daggett Solar + Storage facility in San Bernardino County, California, which includes 482 MW of solar and 280 MW of storage, with plans to expand to 394 MW and 1.12 GWh by 2025. This project is notable for its location on a retired natural gas site and has been recognized as a POWER Top Plant for its innovative approach to repurposing fossil infrastructure (source: powermag.com).
Other highlights include the Rosamond Central Solar project, which has a capacity of 192 MW and powers 71,000 homes, and the Mililani II Solar + Storage project in Hawaii, which is the first utility-scale hybrid project on the island. Clearway also invested $660 million in the Texas Solar Nova project, which powers 190,000 homes (source: clearwayenergygroup.com). Ongoing projects include the Daggett BESS Phase 2, which is set to start construction in 2024 (source: clearwayenergygroup.com).
Recent Developments
In the past two years, Clearway Energy Group has made significant strides, including the launch of the Victory Pass and Arica complex in 2023, which has contributed $25.8 million in lifetime taxes and created 1,000 union construction jobs (source: clearwayenergygroup.com). In 2022, TotalEnergies acquired a 50% stake in Clearway from Global Infrastructure Partners, further strengthening its portfolio of over 10.4 GW of renewable energy assets (source: key.com).
The Daggett project has received accolades, including a POWER Top Plant award for its innovative approach to site repurposing, and has been highlighted by the American Clean Power Association as a model for renewable energy development (source: powermag.com). Clearway has also achieved milestones such as the retrofit of the Rosamond Central BESS and the expansion of its development pipeline to 30 GW, with over 12 GW of storage committed (source: clearwayenergygroup.com).
Working There
Clearway Energy Group offers a diverse range of roles across various departments, including project development, engineering, construction, operations, and environmental permitting. The company is actively hiring at its headquarters in San Francisco, CA, as well as in its offices located in Carlsbad, CA; Scottsdale, AZ; Houston, TX; New York, NY; and Princeton, NJ, where its affiliate is based. The culture at Clearway emphasizes long-term stability and job creation, with a notable focus on union jobs, as evidenced by the 1,000 positions created for the Victory Pass and Arica project (source: clearwayenergygroup.com).
Employees work on projects that span 28 states, with active development in 16 states for solar energy. The company promotes a culture of reliability and innovation, particularly in enhancing grid stability through integrated renewable energy solutions. Executives like Valerie Wooley and James Kelly have voiced the importance of these initiatives in their strategic vision for the company (source: clearwayenergygroup.com).
While specific employee benefits are not detailed in the available sources, the company supports permanent workforces post-construction and contributes to local services through tax revenues generated from their projects (source: clearwayenergygroup.com).
Contact
Last updated on 2025-12-26 | Report an issue
Job Description
We are seeking an experienced AI Solutions Architect to join our data team and drive the development and deployment of AI-powered solutions that optimize renewable energy asset development and operations. This role bridges the gap between business needs and technical implementation, focusing on rapid prototyping and scaling proof-of-concepts into production-ready systems. You will work closely with Engineering, Operations, Development, and business stakeholders to deliver AI solutions that enhance our renewable power generation capabilities and optimize internal work processes.
What You'll Be Doing
Solution Design & Development
- Design and architect end-to-end AI solutions using Snowflake Cortex AI, Modal, and cloud-native technologies.
- Develop rapid proof-of-concepts for Retrieval augmented generation (RAG) applications, operational optimization, process optimization, energy forecasting, predictive maintenance, and computer vision (drone footage) use cases.
- Design and implement AI agentic workflows using frameworks such as LangChain, LangGraph, CrewAI, or similar orchestration tools.
- Create interactive demos and prototypes using Gradio and Streamlit for stakeholder validation.
- Translate business requirements into technical specifications and system architectures.
Technical Implementation
- Build and deploy scalable AI/ML models for business process optimization, renewable energy applications, including wind/solar forecasting, and asset performance optimization.
- Integrate AI capabilities via APIs and SDKs from providers including OpenAI, Anthropic, Azure OpenAI, and Hugging Face
- Implement MLOps pipelines using Dagster, Snowflake, Sentry, and Modal for model training, deployment, and monitoring.
- Design and optimize RAG architectures, including vector database implementation, embedding strategies, and retrieval pipelines.
- Ensure robust version control and collaboration practices using GitLab.
Production Scaling & Operations
- Lead the transition of successful prototypes to production-grade applications.
- Collaborate with DataOps and platform teams to ensure scalable, secure deployments.
- Implement monitoring, logging, and alerting AI systems in production.
- Establish best practices for AI model governance and compliance.
Stakeholder Engagement
- Conduct requirements gathering sessions with operations, trading, and executive teams.
- Present technical concepts and ROI analyses to both technical and non-technical stakeholders
- Provide training and support to end users on AI-powered tools and dashboards.
What You'll Bring
Required
- Bachelor's or Master's degree in Computer Science, Engineering, Data Science, or related field
- 5+ years of experience in AI/ML solution architecture and implementation
- Proven track record of taking AI projects from proof-of-concept to production.
- Strong experience with Snowflake Cortex AI or similar systems for enterprise AI workflows
- Hands-on experience with AI agentic frameworks (LangChain, LangGraph, Semantic Kernel, CrewAI, or AutoGen) for building autonomous AI workflows.
- Proficiency in integrating LLM APIs and SDKs (OpenAI, Anthropic, Azure OpenAI, Hugging Face) into production applications.
- Experience designing and implementing RAG systems, including vector databases (Pinecone, Weaviate, Chroma, pgvector, or similar), embedding models, and retrieval optimization.
- Experience building interactive applications with Gradio and Streamlit
- Advanced GitHub/GitLab workflows including CI/CD, branching strategies, and code review processes.
- Expertise in Python, SQL, and modern ML frameworks (PyTorch, TensorFlow, scikit-learn)
- Experience with cloud platforms (AWS, Azure, or GCP) and containerization technologies
- Strong understanding of data engineering principles, ETL processes, and data governance
Essential Skills
- Deep knowledge of machine learning algorithms, particularly time series forecasting and predictive analytics.
- Strong prompt engineering skills with experience optimizing LLM performance and implementing function calling/tool use patterns.
- Understanding of distributed systems, microservices architecture, and API design
- Knowledge of data security, privacy, and compliance requirements
- Ability to evaluate and benchmark AI/LLM solutions for accuracy, latency, and cost optimization.
What Would Be Nice
- Experience in renewable energy, utilities, or energy trading sectors
- Experience with advanced AI techniques, such as computer vision for asset monitoring, and AI evaluation frameworks
- Familiarity with energy management systems (EMS), SCADA, and industrial IoT platforms
- Experience with energy sector data (weather, generation, market pricing)
- Knowledge of energy markets, grid operations, and regulatory frameworks
- Proficiency with Modal for scalable ML model deployment and orchestration
- Certifications in Snowflake, cloud platforms, or energy industry standards
Clearway will not sponsor non-immigrant visas for this position (H-1B, TN, E-3, etc.).
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About the role
February 5, 2026
Full Time
Company
February 5, 2026
Hybrid
- San Diego, California, United States
5+ years in AI/ML solution architecture and implementation
UTC-08:00
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