An International Staffing &
Professional Services Company
in Orange County, California

We?re looking for a junior full stack engineer who is excited about building data-driven and AI-powered applications end-to-end. You?ll work across frontend + backend + data + ML integration, helping ship real features such as search, enrichment, classification, and analytics?primarily on Google Cloud Platform (GCP) using a mix of open-source and cloud-native tools.Day-to-Day ResponsibilitiesBuild and maintain AI-enabled web apps (UI + APIs) that use data and ML/LLM capabilities.Develop backend services (e.g., FastAPI/Flask/Node) to serve AI predictions, search, and enrichment workflows.Work with structured and semi-structured data (CSV/JSON/Parquet), write clean SQL, and support data pipelines.Integrate models and libraries from Hugging Face (Transformers, Datasets, Tokenizers) and common ML tooling.Implement and test ML inference pipelines (classification, similarity search, reranking, embeddings, evaluation metrics).Connect systems with GCP services (e.g., BigQuery, GCS, Pub/Sub, Cloud Run), following best practices.Support vector search / hybrid search integrations where needed (embeddings + keyword search).Add logging, monitoring, and basic performance improvements (latency, batching, retries).Write unit tests, document APIs, and collaborate via Git PRs and code reviews.Typical Tech Stack (What they may touch)Frontend: React + TypeScript (or similar)Backend: Python (FastAPI/Flask), REST, background workersData: BigQuery, GCS, pandas, SQL, ParquetAI/ML: scikit-learn, Hugging Face Transformers, embeddings, evaluation toolingCloud (GCP): Cloud Run, Pub/Sub, Secret Manager, IAM basicsDevOps: Docker, GitHub Actions/Cloud Build (nice)We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment regardless of their race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to HR@insightglobal.com.To learn more about how we collect, keep, and process your private information, please review Insight Global’s Workforce Privacy Policy: https://insightglobal.com/workforce-privacy-policy/.

-We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment regardless of their race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to HR@insightglobal.com.To learn more about how we collect, keep, and process your private information, please review Insight Global’s Workforce Privacy Policy: https://insightglobal.com/workforce-privacy-policy/.

We are seeking a Technical Business Analyst to support ongoing system integration efforts a central scheduling and staffing platform. This role is highly technical and detail-oriented, focused on behind-the-scenes coordination rather than client-facing responsibilities. You will work closely with engineering teams and multiple system owners to ensure seamless data mapping and integration across seven interconnected systems. Responsibilities include writing and managing in-system feature stories, which require a deep understanding of how each connected system will handle the feature within its own data structure and user experience. Key Responsibilities:Lead and manage conversations around data mapping and system-to-system mapping.Facilitate discussions on data dictionaries, deltas, and base configurations.Ensure accurate mapping between systems to support application functionality.Support engineers in aligning with requirements and integration timelines.Coordinate multiple technical teams to achieve integration milestones.Understand and discuss API basics, types, and integration requirements.Work with teams on configurations, including certifications and work types.Write clear and detailed technical acceptance criteria for integration tasks.Maintain documentation for mapping processes and integration workflows.We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment regardless of their race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to HR@insightglobal.com.To learn more about how we collect, keep, and process your private information, please review Insight Global’s Workforce Privacy Policy: https://insightglobal.com/workforce-privacy-policy/.