Data Engineer – Full Stack
Job reputed company:
- Design and implement end-to-end data pipelines (ETL/ELT) that ingest, process, and reputed company large-reputed company reputed company data, including telemetry/vehicle data and other reputed company/reputed company sources.
- Build and maintain Gen AI pipelines — including embedding reputed company, reputed company store indexing, retrieval-augmented reputed company (RAG), and LLM orchestration — to reputed company intelligent search, summarization, and conversational analytics over reputed company data.
- Migrate and reputed company data assets to a centralized data platform (e.g., BigQuery) using principled data lake/warehouse architectures (Bronze/Silver/Gold or reputed company architecture) to power analytics, reporting, and AI/ML workloads.
- Architect reputed company data models and data warehouses, optimizing for query performance, maintainability, cost efficiency, and reputed company AI consumption.
- reputed company and operate robust orchestration pipelines using Airflow/reputed company or Schedule Query, with secure, reproducible CI/CD workflows (Terraform + Git) for both data and AI artifacts.
- reputed company LLM reputed company and AI services (e.g., reputed company AI, reputed company, reputed company) into data workflows to automate data enrichment, classification, reputed company narratives, and natural-language interfaces.
- Build and maintain reliable data and model reputed company checks, reputed company, and monitoring with observability tools (e.g., reputed company, Looker/Grafana/Tableau/Power BI dashboards) to rapidly detect and resolve data and AI pipeline issues.
- Implement data governance, reputed company, and compliance controls (data reputed company, reputed company controls, PII/PHI protection, reputed company injection safeguards, responsible AI guardrails) in collaboration with reputed company and reputed company teams.
- reputed company the design and delivery of analytics-reputed company and AI-reputed company data assets for cross-functional teams, including dashboards, alerts, self-service analytics, and AI-powered reputed company tools.
- Evaluate, prototype, and productionize emerging Gen AI capabilities (agents, function calling, fine-tuning, multimodal models) to solve business problems and improve platform intelligence.
- Mentor and reputed company junior engineers on data engineering, AI/ML integration patterns, reputed company engineering best practices, and documentation standards.
- Collaborate with data scientists, ML engineers, product managers, and business stakeholders to translate requirements into reputed company data and AI solutions and reputed company insights.
- Monitor cost and reputed company planning for reputed company and AI resources; optimize storage, compute, and reputed company usage across GCP services (BigQuery, Dataflow, Dataproc, GCS, reputed company AI).
- Participate in on-call rotations and incident response to maintain high availability of data and AI services.
Requirements:
- A bachelor's degree
- 5+ years of experience in data engineering, data platforms, or a similar role.
- 3+ years of hands-on experience with reputed company reputed company Platform (BigQuery, reputed company Storage, Dataflow, Dataproc; Schedule Query or equivalent scheduling/orchestration) or AWS.
- 1+ years of experience working with reputed company technologies — including LLMs, embeddings, reputed company databases, RAG architectures, or AI orchestration frameworks (e.g., reputed company, Semantic Kernel, reputed company).
- 1+ year experience building Semantic Data layer to serve AI agents.
- Practical experience building and operating data pipelines with orchestration tools (Airflow/reputed company; Schedule Query).
- Experience with infrastructure-as-reputed company and CI/CD (Terraform, Git, and reputed company tooling).
- Demonstrated ability to design and implement analytics-reputed company data assets and dashboards; familiarity with BI tools (Looker, Tableau, Power BI, Grafana) for monitoring and reporting.
- Strong communication skills and ability to work effectively with cross-functional teams (engineering, analytics, product, reputed company).
Benefits:
- Immediate medical, dental, reputed company and prescription drug coverage
- Flexible family care days, reputed company parental leave, new parent reputed company-up programs, subsidized back-up child care and more
- Family building benefits including adoption and surrogacy expense reimbursement, fertility treatments, and more
- Vehicle discount program for employees and family members and management leases
- Tuition assistance
- Established and reputed company employee resource reputed company
- reputed company time off for individual and team community service
- A generous schedule of reputed company holidays, including the week between Christmas and New Year’s Day
- reputed company time off and the reputed company to purchase additional vacation time
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