Search for Automation and AI Engineer roles in California, focusing on positions that involve Kubernetes, Python development, and AI engineering. I am looking for full-time opportunities with at least 7 years of experience.

Okay, I've searched for Automation and AI Engineer roles in California that involve Kubernetes, Python development, and AI engineering, requiring at least 7 years of experience, and available in full-time positions. I found 56 openings that match your criteria.

Automation and AI Engineer

California

Kubernetes

Python

7 years + Experience

Full Time

Can you help me to analyze the job description and company culture?

Sure. Here's the analysis:

Job Analysis:

The Automation and AI Engineer position at Southern California Edison (SCE) is fundamentally focused on leading innovative automation processes that will contribute to the company's transition towards a cleaner energy future. This role involves utilizing cutting-edge technologies such as AI, Kubernetes, and containerized solutions to develop and implement efficient GPU-centric architectures for AI applications. The emphasis on generative AI solutions and the establishment of 'AI as a Service' models underscores the company’s commitment to enhancing operational efficiency and sustainability. Candidates can expect to face complex challenges that require a blend of technical acumen in software engineering, data processing, and familiarity with AI methodologies. Success in this role will be marked by the ability to manage and scale data pipelines effectively, ensure data quality, and provide thoughtful governance of data assets amidst evolving technologies and business strategies.

Company Analysis:

Southern California Edison (SCE) operates in the vital utility industry, recognized for its role as a leader in the shift towards renewable energy sources in Southern California. The company's commitment to innovation and sustainability highlights its proactive stance within a rapidly changing regulatory environment. Culture-wise, SCE values collaboration and problem-solving, fostering a diverse workforce that drives creative solutions to industry challenges. The Automation and AI Engineer will likely function as a crucial team player within a matrixed environment that emphasizes cross-functional coordination with various stakeholders. Given SCE’s future-oriented initiatives, this role is strategically aligned with the company's goal of leveraging technology to deliver cleaner energy solutions while benefiting from its established reputation in the market. Those who thrive in this role will not only contribute to immediate projects but will also be part of a greater mission to innovate within an industry that has a direct impact on environmental and societal wellbeing.

Mock up some interview questions based on the job description.

Absolutely. Here are some mock interview questions that could come up:

Tell me about a time when you had to troubleshoot a significant data pipeline issue. What was the problem, and how did you resolve it?
Describe your experience with container orchestration technologies like Kubernetes. How have you utilized these in past projects?
Can you explain a situation where you had to advocate for best practices in data governance? What steps did you take to implement these practices?
How have you kept up with advancements in AI technology? Can you share any recent innovations you’ve integrated into your work?
What strategies would you use to approach building a data pipeline that needs to aggregate data from multiple disparate sources?
How would you go about implementing Infrastructure as Code using Ansible? Can you walk us through your process?
Imagine you are tasked with developing an AI service for analyzing large datasets. What steps would you take from inception to deployment?
Suppose you discover that a data set you are working with is missing critical values. How would you handle this situation in your pipeline?
Why are you interested in joining Southern California Edison specifically, considering our mission and values?
How do your career goals align with SCE's commitment to sustainability and innovation in the energy sector?
What do you see as the biggest challenge in integrating AI solutions within a traditional utility company like SCE?
What questions do you have for us about the team you’ll be working with or the specific projects you might be involved in?
Can you elaborate on how you would design and maintain the data models to ensure consistency across various applications?
What approach would you take to communicate complex technical findings to stakeholders who may not have a technical background?

Job Details

Overview Company

Automation & AI Engineer

Southern California Edison (SCE)

2 months ago

Highlight

HybridFull-time7+ yearsSenior

Summary

Southern California Edison (SCE) is seeking an Automation and AI Engineer to join their team in Rosemead, CA. The role involves leading generative AI solutions and developing GPU as a service and LLM as a service models for an AI factory.

About the Role

As an Automation and AI Engineer, you will work with cutting-edge technology to support automation efforts driving affordability and enabling the Utility of the Future. Responsibilities include managing and scaling data pipelines, facilitating data engineering activities, designing and developing front-end applications, and ensuring data quality. You will also be responsible for designing and implementing GPU-centric architectures for RAG and Agentic AI solutions, and providing governance and oversight of data assets.

About You

Required:

Bachelor's Degree in Computer Science, Information Systems, Engineering, Statistics/Mathematics or equivalent STEM major.
Seven or more years of experience in data processing large data sets, hands-on with data transformation, aggregation, and filtering.

Preferred:

Master's degree or Ph.D. in a quantitative field such as Computer Science, Engineering, Artificial Intelligence, Applied Mathematics, Econometrics, Statistics, Physics, or related discipline.
Familiar with containerization and orchestration, including Podman, Docker, Kubernetes and Helm Charts.
Strong backend development skills with Python. Knowledge of API concepts, specifically FastAPI framework and Swagger API documentation.
Knowledge of front-end development frameworks such as React and NodeJS.
AI Engineering experience with LLMs, GenAI, RAG pipelines, NVIDIA NIMs, vector databases.
DevOps and CI/CD proficiencies including tooling such as Git and Jenkins.
Infrastructure as Code (IaC) with Ansible.
Familiarity with network and infrastructure automation capabilities.
Knowledge of unit, integration, regression, and performance testing methodologies.
Familiarity with Apache open source data engineering tools such as Airflow, Nifi, Spark, and Kafka.
Proficiency in working across Linux, Windows, and macOS environments.

Southern California Edison (SCE)

As one of the nation’s largest electric utilities, we’re bringing more clean and renewable sources of energy to Southern California.

From energy storage to transportation electrification, our employees are working on innovative projects that will help cut emissions and greenhouse gases to provide cleaner air for everyone.

We have diverse teams, made up of inventors, doers and problem solvers. The people here at SCE don't just keep the lights on. The mission is so much bigger. We are fueling the kind of innovation that is changing an entire industry, and quite possibly the planet.

Follow us on LinkedIn and visit www.edisoncareers.com to learn more about who we are and how we’re working together to create a better tomorrow.

Rosemead, CA