Analytics Engineer in-house
Netlight Consulting AB · Stockholm · Tills vidare · Deadline 2026-11-30
Netlight Consulting is hiring a **full-time Analytics Engineer** to join its internal, cross-functional data team in either Stockholm or Munich. Working within the international IT organisation, the role focuses on developing and maintaining the company’s business-critical data platform to decentralise analytics. Core responsibilities include transforming raw data into reliable datasets using Snowflake and dbt, maintaining dimensional data models and data quality, and defining semantic layers. The position also involves managing compliant data access across tools such as Power BI and Excel, documenting metadata and data lineage, and participating in agile delivery cycles while integrating emerging tools and AI-assisted workflows. Applicants must hold a degree in a quantitative field—such as computer science, software engineering, economics, mathematics, or statistics—and have at least two years of relevant experience in analytics engineering, data engineering, data science, or software development. Decisive technical qualifications include **strong SQL skills**, practical experience building and testing data models in dbt on a cloud warehouse, dimensional modeling knowledge, and solid Git and CI/CD workflow skills. Candidates need familiarity with Python, comfort using AI copilots for code and analytics, and **business-level fluency in English**. Prior experience with or strong interest in metric governance and semantic layers is advantageous.
Analytics Engineer
Stockholm or Munich | Full-time
The Role:
As an Analytics Engineer, you’ll help shape how data is structured, accessed, and used across the business. You’ll work closely with stakeholders to build reliable, scalable data solutions that support smarter decisions.
As a vital member of our international IT organization, you will be involved in the foundation of our internal product development and will join the cross-functional data team that is responsible for developing and maintaining Netlight's business-critical data platform and strives to decentralize analytics. That is why it is important that you are a self-driven person, who is comfortable with taking initiative and responsibility, as well as a service-minded and communicative team player.
Who you are:
- A trusted communicator who builds relationships across technical and non-technical stakeholders and translates data into decisions.
- Self-driven and proactive, but also team-oriented, with sound judgment on when to lean on AI tools for speed and when human oversight and design thinking matter more.
- Comfortable working in ambiguity — organized yet flexible, able to adapt as tools, priorities, and team structures evolve quickly.
- A curious, fast learner with a growth mindset — genuinely energized by new tools, AI-assisted workflows, and continuously raising your own technical bar.
Qualifications
We are looking for someone with:
- A degree in a quantitative field (e.g. software engineering, computer science, economics, mathematics, statistics) — if you think you’re a great fit, we want to hear from you!
- At least 2+ years of relevant experience in fields like Analytics Engineering, Data Engineering, Data Analytics, Data Science, or Software Development.
- Strong SQL skills, with hands-on experience building and testing data models in dbt on a cloud warehouse, and an understanding of dimensional data modeling (star schemas, facts and dimensions).
- Solid grasp of version control with Git, including CI/CD workflows for data pipelines.
- Familiarity with Python for data transformation, automation, and light pipeline work.
- Fluency in written and spoken English (business level).
- Comfort working with AI copilots and AI-assisted analytics tools (e.g. Copilot-style code/doc generation, AI BI assistants) while maintaining human oversight on data quality and design.
Nice to have:
- Experience with, or strong interest in, semantic layers and metric governance — ensuring a single, trusted definition of key business metrics that both humans and AI tools can rely on.
What you will do:
You will join the cross-functional data team responsible for Netlight's data platform, enabling decentralized analytics across the organisation. Your key focus areas will be:
- Data Modeling & Quality: Transform raw data into clean, usable datasets for analytics, business intelligence, and AI use cases. Collaborate with stakeholders to define and maintain a semantic layer and single source of truth for key business metrics. Ensure data quality and consistency across teams and tools, and build robust, well-documented data models using Snowflake and dbt.
- Governance & Enablement: Provide compliant, user-friendly access to data across various tools (e.g. Power BI, Excel, or AI-powered BI assistants). Empower users of all technical levels — including AI agents — to find, understand, and securely query the data they need. Own the data access lifecycle end-to-end, balancing self-service efficiency with security, privacy, and compliance requirements. Maintain clear documentation and metadata (data catalog, definitions, lineage, ownership).
- Optimization & Agile Delivery: Continuously evaluate and improve data models for performance and scalability. Contribute to agile ways of working, participating in planning, refinement, and delivery cycles. Stay current with emerging tools and practices in the data stack (e.g. orchestration, observability, AI-assisted development) and help the team adopt what is genuinely useful.
What we offer:
- The possibility to be a core part of one of the most successful IT-consultancy companies in the industry
- Professional development and long-term career progression through knowledge sharing, mentorship, feedback, coaching, and external training
- Modern and centrally located offices in Stockholm or Munich
- A culture centered around community, collaboration, and continuous learning, complemented by social and competence-building events
- Everything you need to do your magic (computer, phone, mobile subscription)
- Mental health & parental support offerings
- 30 days of paid vacation.
Specific benefit package if positioned in Stockholm:
- 5000 sek / year in health care benefit (“friskvård”)
- Private pension savings
Specific benefit package if positioned in Munich:
- Deutschlandticket
- Wellpass
About us
Netlight is a global consulting company, turning complex needs into practical, real changes.
Come work with us
You will join a company built around personal responsibility, collaboration, and continuous learning. Different backgrounds, experiences, and perspectives make that possible, and we welcome applicants of all identities.
Apply today
This is a full-time role based in Stockholm or Munich, with a start date as soon as possible. Please read the required qualifications carefully: fluency in English is essential.
Send us your current CV in English. Links to relevant projects, GitHub, or any repositories are welcome. If your profile looks like a match, you will hear from us within two weeks of applying. We look forward to hearing from you.