Senior Data Developer (AI)
ΠΡΡΡ & Π‘ΠΎΠΏΡΠΎΠ²ΠΎΠ΄
ΠΠ»Ρ ΠΌΡΡΡΠ° Ρ ΡΡΠΎΠΉ Π²Π°ΠΊΠ°Π½ΡΠΈΠ΅ΠΉ Π½ΡΠΆΠ΅Π½ Plus
ΠΠΏΠΈΡΠ°Π½ΠΈΠ΅ Π²Π°ΠΊΠ°Π½ΡΠΈΠΈ
TL;DR
Senior Data Developer (AI): Building the centralized data and control plane and ingestion pipelines for internal AI transformation with an accent on RAG context engines and vector-based storage. Focus on designing high-throughput pipelines, optimizing warehouse schemas, and ensuring AI-native data security.
Location: Hybrid (Vancouver, BC, Canada). Fixed model: 3 days a week in office (Tuesday, Wednesday, Thursday).
Salary: $110k - 140k / year + bonus
Company
is a global leader in Workforce Intelligence, providing AI-powered people analytics and workforce planning solutions for organizations worldwide.
What you will do
- Define and evolve foundational data architecture across relational, columnar, and vector stores.
- Build scalable pipelines and star schemas to consolidate multi-system enterprise data from sources like Salesforce, Gong, and ServiceNow.
- Own the RAG context engine by designing embedding pipelines, chunking strategies, and index update mechanisms.
- Develop robust transformation and entity resolution jobs to clean and deduplicate disparate source data.
- Implement DataOps practices including automated testing, CI/CD, and end-to-end observability.
- Integrate role-based access controls and security standards to safeguard retrieval layers against AI-specific risks.
Requirements
- 5+ years of professional data engineering experience with a track record of owning enterprise architecture decisions.
- Deep expertise with cloud data warehouses (Snowflake, Databricks) and ETL/ELT frameworks (dbt, Airflow, Airbyte, Fivetran).
- Production experience with vector databases (e.g., pgvector, Pinecone, Weaviate) and embedding pipelines.
- Strong command of dimensional modeling (star schema) and open table formats like Apache Iceberg.
- Proficiency in Python and scripting with rigorous Git and CI/CD habits.
- Practical understanding of LLM data consumption and AI security risks like prompt injection.
Culture & Benefits
- Fixed hybrid work model with a pet-friendly downtown office and on-site gym.
- Competitive salary, stock options, and top-tier health and wellness benefits.
- Generous paid time off, including volunteering days and extra December holiday leave.
- Annual company All Hands event in Vancouver for team building and learning.
ΠΡΠ΄ΡΡΠ΅ ΠΎΡΡΠΎΡΠΎΠΆΠ½Ρ: Π΅ΡΠ»ΠΈ ΡΠ°Π±ΠΎΡΠΎΠ΄Π°ΡΠ΅Π»Ρ ΠΏΡΠΎΡΠΈΡ Π²ΠΎΠΉΡΠΈ Π² ΠΈΡ ΡΠΈΡΡΠ΅ΠΌΡ, ΠΈΡΠΏΠΎΠ»ΡΠ·ΡΡ iCloud/Google, ΠΏΡΠΈΡΠ»Π°ΡΡ ΠΊΠΎΠ΄/ΠΏΠ°ΡΠΎΠ»Ρ, Π·Π°ΠΏΡΡΡΠΈΡΡ ΠΊΠΎΠ΄/ΠΠ, Π½Π΅ Π΄Π΅Π»Π°ΠΉΡΠ΅ ΡΡΠΎΠ³ΠΎ - ΡΡΠΎ ΠΌΠΎΡΠ΅Π½Π½ΠΈΠΊΠΈ. ΠΠ±ΡΠ·Π°ΡΠ΅Π»ΡΠ½ΠΎ ΠΆΠΌΠΈΡΠ΅ "ΠΠΎΠΆΠ°Π»ΠΎΠ²Π°ΡΡΡΡ" ΠΈΠ»ΠΈ ΠΏΠΈΡΠΈΡΠ΅ Π² ΠΏΠΎΠ΄Π΄Π΅ΡΠΆΠΊΡ. ΠΠΎΠ΄ΡΠΎΠ±Π½Π΅Π΅ Π² Π³Π°ΠΉΠ΄Π΅ β