AI Applied Engineer (m/f/d) - Berlin

Bees & Bears GmbH; Berlin; Hybrid; EUR 120.000 - 180.000; Vollzeit

Benefits dieser Stelle

Flexible bonus

Bees & Beers team events

Zusammenfassung

Bees & Bears GmbH is seeking an Applied AI Lead to own the data layer, build AI pipelines, and ensure observability across systems. This hands-on role focuses on turning raw data into usable AI-ready insights, not strategy.

You will integrate HubSpot, Django, Taktile, and v2 FastAPI APIs, while coordinating with the Senior Data Engineer and Head of Product to shape the AI roadmap and governance framework.

Qualifikationen

• Mid-senior backend engineering background, with Python preferred (Django/FastAPI).
• Experience building integrations across APIs, databases, and SaaS tools.
• Hands-on with LLM/agent platforms (Claude/Anthropic API) in production contexts.
• Ability to translate vague business problems into scoped technical builds.
• Basic grasp of data governance in sensitive data environments.

Aufgaben

• Build and maintain a data/query layer across our systems and data warehouse.
• Design and build Bees & Bears’ first AI data pipelines.
• Set up observability, usage tracking, error monitoring, and audit logs for customer data.
• Connect HubSpot, Django, Taktile, and v2 FastAPI APIs to support new AI use cases.
• Map and consolidate the AI tool stack to reduce shadow usage and tool sprawl.
• Work within our Red/Amber/Green data governance framework from day one.
• Define and drive the AI roadmap, coordinating with the Senior Data Engineer and Head of Product.

Kenntnisse

Python

API integrations

Databases

LLM platforms

Problem decomposition

Data governance

Jobbeschreibung

Your Mission

Bees & Bears is mid‑rollout on AI across the business and building the data foundation to support it. As our Applied AI Lead, you own the layer on top: query access, observability, and the first AI pipelines that turn raw data into something teams can actually use. This is a hands‑on build role – not a strategy role.

What You’ll Do

• Build and maintain a data/query layer across our current systems and data warehouse
• Design and build Bees & Bears’ first AI data pipelines
• Set up observability for AI systems, usage tracking, error monitoring, and audit logs for anything touching customer data
• Connect HubSpot, Django, Taktile, and our v2 FastAPI APIs to support new AI use cases
• Map and consolidate the AI tool stack to reduce shadow usage and tool sprawl
• Work within our Red/Amber/Green data governance framework from day one
• Define and drive the AI roadmap for Bees & Bears, coordinating closely with our Senior Data Engineer and Head of Product

Your Talent

• Mid‑senior platform or backend engineering background (Python strongly preferred given our Django/FastAPI stack)
• Proven experience building integrations across multiple systems – APIs, databases, SaaS tools
• Hands‑on experience with LLM or agent platforms (Claude/Anthropic API) in a production or near‑production context
• Ability to take a vague business problem and turn it into a scoped, executable technical build
• A basic grasp of data governance in a sensitive data environment (financial, customer data)

Nice to Have

• Postgres data warehousing experience; BigQuery a plus for where we’re heading
• Familiarity with fintech or lending data models (underwriting, loan servicing)
• Experience in a small team where one person owns a build end to end

Our Offer

Growth & Culture
We move fast, we’re building a lot from scratch, and we’re learning something new every day. You’ll be part of a team that doesn’t just work, it truly builds something, with a strong sense of ownership and genuine team spirit.

Impact
Your job has a direct impact on the energy transition. Period.

Climate Activism Days
We offer extra days off for climate activism.

Flexibility
We work in a hybrid, trust‑based environment. Working from home is the norm for us, two days a week are standard and flexible. We structure the rest in whatever way best supports collaboration and focus within the team. And if it works for you and your team, you can also work from other locations; workations are possible here.

Perks
You’ll receive a flexible bonus that you can use however you like – sports, culture, travel, whatever works for you.

Food & Energy
Long days happen. When the office is running, so is the food: just order something to the office via Wolt.

Team & Vibe
We take our mission seriously, but we don’t take ourselves too seriously. Offsites, team nights, and our “Bees & Beers” are just as much a part of the job as the work itself.

Equal Opportunity Employment

At Bees & Bears, we place a high value on equal opportunity and are committed to fostering a diverse and inclusive work environment. We strive to create a friendly, safe, and welcoming environment for all our employees, regardless of ethnic origin, gender, gender identity and expression, sexual orientation, disability and abilities of any kind, physical appearance, social background, marital status, age, or religion (or lack thereof). Even if you don’t meet the requirements 100%, we still encourage you to apply.