Entry Level Gcp Data Engineer Jobs in Atlanta, GA

No other company in our industry is supercharging the way they work and serve their clients like OneDigital. Fresh thinking has always been the core of OneDigital's vision and growth strategy. It's how we stand out in our industry, it's how we stay competitive and resilient in a changing world. Most importantly, our innovative approach is helping more people do their best work and live their best lives. Innovation fuels our employee experience by making it easier to do your best work anytime, anywhere and from any device. And our tech-based products for clients are a game changer in our industry. If you thrive on change and innovation, OneDigital is the career choice for you.
Our Newest Opportunity:
We're building a modern, AI-native data engineering function on Azure + Snowflake, where AI coding agents are first-class contributors to the dev workflow. You'll join a small team owning the full data lifecycle - ingestion, modeling, governance - and ship production pipelines from day one. This is a great seat for someone early in their career who wants to grow fast in an environment where AI tooling is the default, not an afterthought.
We're optimizing for learning velocity over years of experience. If you have 0-2+ years and a strong foundation, you're in scope.
What You'll Do

• Build and maintain ingestion pipelines into Snowflake from a range of source systems (Dataverse, SQL Server, APIs, files) using Azure Data Factory
• Develop transformation logic in Snowflake following a medallion architecture (bronze silver gold), using Coalesce for orchestrated SQL transformations
• Write Python for orchestration, automation, custom connectors, and lightweight services

• Partner with AI coding agents (GitHub Copilot, Claude Code, Cortex) as part of your daily workflow - you're expected to be effective at directing them, not just using autocomplete

• Apply data governance and lineage standards through Atlan
• Participate in code reviews, CI/CD via Azure DevOps, and on-call rotations for production pipelines
• Contribute to internal documentation and runbooks

Required Skills

• Python - comfortable writing clean, modular code; familiar with pandas, requests, basic OOP, virtualenvs/uv
• SQL - strong fundamentals (joins, window functions, CTEs, query optimization)
• Azure Data Factory - hands-on pipeline development, parameterization, triggers, linked services
• Azure services - working knowledge of Storage (Blob/ADLS), Key Vault, DevOps (pipelines, repos)
• Snowflake - has built or contributed to real warehouses; understands warehouses, roles, micro-partitions
• Source control - Git workflows, PRs, branching

AI / Agentic Skills (Required at conceptual level)
You don't need to have shipped LLM apps in production, but you should be conversant in:

• AI coding agents - used Copilot, Cursor, Claude Code, or equivalent for real work (not just demos)
• LLMs - understand prompting, context windows, tool use / function calling, structured outputs
• RAG - know what it is, when to use it, the basic architecture (embeddings, vector store, retrieval, generation)
• MCP (Model Context Protocol) - bonus if you've used it, but willingness to learn quickly is required; we use Atlan MCP and Snowflake MCP

Nice to Have

• Coalesce, dbt, or another transformation framework
• Experience with Dataverse / Dynamics 365 / Power Platform data sources
• Atlan or another data catalog/governance tool
• CI/CD experience with Azure DevOps YAML pipelines
• Exposure to vector databases (Pinecone, Weaviate, pgvector, Snowflake Cortex)
• Personal projects with LLMs, agents, or AI tooling - show us your GitHub

Mindset We're Hiring For

• Learning mindset. Tooling will change every 6 months. We need someone who's energized by that, not exhausted by it.
• Bias to ship. Pragmatic over perfect. Get it working, get it reviewed, iterate.
• AI-leveraged. You treat AI agents as force multipliers. You know when to delegate to them and when to think yourself.
• Ownership. When a pipeline breaks at 2am, you don't wait to be told.
• Clear written communicator. Async-friendly, document-as-you-go.

Education

• Bachelor's degree in CS, Engineering, Math, Stats, or related field - or equivalent practical experience. Bootcamp grads and self-taught engineers with solid portfolios welcome.

Logistics

• Location: Atlanta, GA - hybrid
• Experience: 2+ years preferred; Entry Level Candidates with strong projects encouraged to apply

Your base pay is dependent upon your skills, education, qualifications, professional experience, and location. In addition to base pay, some roles are eligible for variable compensation, commission, and/or annual bonus based on your individual performance and/or the company's performance. We also offer eligible employees health, wellbeing, retirement, and other financial benefits, paid time off, overtime pay for non-exempt employees, and robust learning and development programs. You will receive reimbursement of job-related expenses per the company policy and may receive employee perks and discounts.
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OneDigital is an equal opportunity employer. Not only as a matter of standard, but to honor and celebrate our differences. We believe that the power of ONE starts with you. We are committed to cultivating and preserving a culture that celebrates diversity, insists on equity and inclusion, and connects us. Ensuring our people feel seen, valued, respected, and supported is fundamental to our core values and business goals.
OneDigital provides equal employment opportunities to all employees and applicants for employment regardless of their: veteran status, uniformed servicemember status, race, color, religion, sex, sexual orientation, gender identity, age (40 and over), pregnancy (including childbirth, lactation and related medical conditions), national origin or ancestry, citizenship or immigration status, physical or mental disability, genetic information (including testing and characteristics) or any other category protected by federal, state or local law (collectively, "protected characteristics"). A copy of the Federal EEO poster is linked here.
Pursuant to local Fair Chance Ordinances, we will consider qualified applications with arrest or conviction records for employment. For applicable candidates, the following ordinances are linked here to inform you of your rights as an applicant:
City and County of San Francsico
City of Los Angeles
County of Los Angeles
Employment decisions shall comply with all other applicable federal, state and city/county laws prohibiting discrimination in employment. OneDigital complies with all criminal history inquiry [or 'ban the box'] laws in California, Connecticut, Colorado, Hawaii, Illinois, Maine, Maryland, Massachusetts, Minnesota, New Jersey, New Mexico, Oregon, Rhode Island, Vermont and Washington.
In short, we believe in hiring the most qualified applicant for the position, regardless of background.
If you have questions about our hiring policies and practices, we would be happy to discuss upon receiving your application. We hope to welcome you to OneDigital and look forward to hearing from you.
OneDigital understands the immense responsibility and opportunities provided by Artificial Intelligence. We utilize advanced Artificial Intelligence [AI] technologies to enhance our recruitment process. This includes using AI to filter candidates based on their qualifications and to rediscover potential candidates from our existing applicant pool. Our AI systems help us efficiently identify the best fit for our open positions, ensuring a streamlined and effective hiring experience. However, AI does not replace the humans in our process. If you have concerns about our use of AI, you may opt out where laws allow.
Thank you for your interest in joining the OneDigital team!