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Talentia Consulting

Data Analytics Engineer ( LLM)

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  • Posted a month ago
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Job Description

  • Work Location: Thanh My Loi (Diamond Island),Ho Chi Minh City,Vietnam (Hybrid WFH 1 day/week)
  • Salary: Upto $3500 or nego

This role is for aData Analytics Engineer ready to evolve into agentic AI systems. You'll build the semantic and analytical foundations that power LLM-driven analytics agentsconnecting raw data, business logic, and AI reasoning.

You'll grow beyond traditional analytics engineering to designfull agent workflows, including context retrieval, memory, and insight generation, enabling business users to ask complex questions and receivetrustworthy, decision-ready answers. Your work will shape how both humans and AI systems interact with production data at scale.

Responsibilities

  1. Design and maintainrobust analytical data models and transformationsthat encode business logic and metrics
  2. Buildsemantic layers(metrics, dimensions, definitions, lineage) that translate raw data into business concepts
  3. Integrate semantic layers withLLM-powered analytics agents, enabling natural language querying and insight generation
  4. Developcontext and metadata retrieval(schemas, metrics, definitions, examples) to ground LLM reasoning
  5. Partner with AI and product teams toevolve from semantic analytics into full agent workflows, including memory and multi-step analysis

  • Job Requirements

    Must-Have

    • 4+ years of experience indata engineering or analytics engineering, with a strong focus on data modeling and transformation
    • Advanced proficiency inSQLand experience with modern data transformation tools (dbt, Spark, Airflow, or similar)
    • Strong understanding ofdimensional modeling, analytical schemas, and data warehouse architectures
    • Experience building or managingsemantic layers, metrics frameworks, or BI data models
    • Ability to translate business requirements into clear, maintainable data and semantic abstractions

    Preferred Qualifications

    • Experience working withdata platforms or analytics stacks(Databricks, Snowflake, BigQuery, Redshift)
    • Exposure toLLMs or AI-driven analytics, including natural language querying or insight generation
    • Familiarity withcontext engineering concepts: metadata retrieval, grounding, prompt inputs, or schema selection
    • Experience collaborating onagentic systems, such as multi-step analytics workflows or tool-based reasoning
    • Proficiency inPythonand interest in building AI-integrated data products
    • Knowledge of data governance, lineage, and quality frameworks

    Why you'll love working here

    1. Competitive package
    2. Hybrid working model
    3. Macbook Pro provided for work
    4. Bonus: 13th month salary
    5. Weekly learning sessions and offsites
    6. Close-knit small team culture

    Interview Process

    3 rounds (Initial call - Technical interview - Final round)

    About Us

    We build agentic AI products that generate actionable insights for teams and companies in retail, finance, and manufacturing industries to optimize operations and drive measurable bottom-line growth. We have acquired a portfolio of companies in the US scaling from$100M in revenue to $650Minrevenuein 2025. We currently manage a total of$3.5Bin terms ofOperating Asset. Despite our size, we have a startup culture (small team) and a product-oriented culture in Vietnam. This role is based in Ho Chi Minh City, Vietnam.

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    About Company

    Job ID: 139761095