
Manex AI · Munich
FORWARD DEPLOYED ENGINEER - INTERNSHIP (F/M/D) About Us Manex AI is on a mission to enable autonomy for the world's leading organizations, currently building ...
About Us
Manex AI is on a mission to enable autonomy for the world's leading organizations, currently building the production system for
the era of autonomous manufacturing. With our Seed Round raised from Lightspeed and BlueYard and leading manufacturing enterprises
relying on our systems, we are now focused on scaling operations across all departments. For our world-class team, we are looking
for experts and talent that is ambitious enough to tackle some of the world’s most pressing and complex problems.
Your Role
As a Forward Deployed Engineer Intern, you work at the core of our customer delivery, alongside our engineers who are embedded in
the production environments of our industry-leading customers. You build software and AI applications on our platform "Kosmos"
that ship into live customer projects. From your first week, you own real problems and see how your technical decisions create
measurable impact for some of the most demanding manufacturers in the world.
For interns who deliver, this is the fastest path into a full-time Forward Deployed Engineer role.
Your Responsibilities
Your Profile
If you don't tick all the boxes, we would appreciate your application as well.
What We Offer
Want to build real things at the edge of industrial AI? Apply now.
CSQ427R152 As a Forward Deployed Engineer (FDE) you will work with customers to build and productionize solutions to their data & AI challenges using the Databricks platform. You will own the architecture, lead design decisions, and implement end-to-end systems spanning data engineering, AI, and application development. We work cross-functionally to shape long-term strategic priorities and initiatives alongside engineering, product, and developer relations. FDEs deliver with customer empathy, integrating with client systems, training, and other technical needs to help customers get most value out of their data. This is a hands-on, customer-facing role for builders who thrive at the intersection of technology and business impact. The ideal candidate combines engineering expertise with adaptability, curiosity, and a passion for working with customers and teammates to solve complex problems that drive measurable outcomes. FDEs are billable and know how to complete projects according to specification with exceptional customer empathy. The impact you will have: * Production Solution Delivery: Lead impactful customer technical projects by delivering production-grade systems, designing and building reference architectures, custom applications and data ingestion and ML/AI model integration * Transformational Impact: Guide strategic customers as they implement transformational big data projects including end-to-end design, build and deployment of industry-leading big data and AI applications. Work with engagement managers to scope technical delivery work with input from the customer * Empower Customers: Guide customers on architecture and design; bootstrap or implement customer projects which leads to a customers' successful understanding, evaluation and adoption of Databricks. * Own the Architecture: Lead architecture and design decisions, ensuring solutions are secure, scalable, and aligned with both customer needs and Databricks best practices. * Work with the Databricks technical team, Project Manager, Architect and Customer team to ensure the technical components of the engagement are delivered to meet customer's needs. * Work with Engineering and Databricks Customer Support to provide product and implementation feedback and to guide rapid resolution for engagement specific product and support issues. * Customer Immersion: Embed with customer teams, engaging with stakeholders from technical ICs to executives to deeply understand challenges and deliver impact. * Reusable Assets & Scale: Contribute accelerators, frameworks, and best practices that scale impact across accounts and influence the Databricks product roadmap. What we look for: * 6+ years experience in data engineering, data platforms & analytics, or software engineering * Comfortable writing code in either Python, Scala, JavaScript/TypeScript, and modern frameworks * Working knowledge of two or more common Cloud ecosystems (AWS, Azure, GCP) with expertise in at least one * Deep experience with distributed computing with Apache Spark™ and knowledge of Spark runtime internals * Familiarity with CI/CD for production deployments * Working knowledge of MLOps, ML/AI models and AI APIs * Design and deployment of performant production end-to-end data architectures and applications that combine data pipelines, ML/AI models, and user-facing interfaces. * Experience with technical project delivery - managing scope, timelines and measurable outcomes, translating complex concepts into actionable solutions. * Documentation and white-boarding skills. * Experience working with enterprise clients and managing conflicts across a broad stakeholder range * Build skills in technical areas, and demonstrate curiosity, adaptability, and eagerness to explore new technologies which support the deployment and integration of Databricks-based solutions to complete customer projects. * Travel to customers 20% of the time * Databricks Certification About Databricks Databricks is the data and AI company. More than 10,000 organizations worldwide — including Comcast, Condé Nast, Grammarly, and over 50% of the Fortune 500 — rely on the Databricks Data Intelligence Platform to unify and democratize data, analytics and AI. Databricks is headquartered in San Francisco, with offices around the globe and was founded by the original creators of Lakehouse, Apache Spark™, Delta Lake and MLflow. To learn more, follow Databricks on Twitter, LinkedIn and Facebook. Benefits At Databricks, we strive to provide comprehensive benefits and perks that meet the needs of all of our employees. For specific details on the benefits offered in your region click here. Our Commitment to Diversity and Inclusion At Databricks, we are committed to fostering a diverse and inclusive culture where everyone can excel. We take great care to ensure that our hiring practices are inclusive and meet equal employment opportunity standards. Individuals looking for employment at Databricks are considered without regard to age, color, disability, ethnicity, family or marital status, gender identity or expression, language, national origin, physical and mental ability, political affiliation, race, religion, sexual orientation, socio-economic status, veteran status, and other protected characteristics. Compliance If access to export-controlled technology or source code is required for performance of job duties, it is within Employer's discretion whether to apply for a U.S. government license for such positions, and Employer may decline to proceed with an applicant on this basis alone.
ABOUT US Our mission at Avelios is to unlock clinical data to power seamless healthcare operations for better patient care. To do so, we have built a modular software platform that digitizes and optimizes workflows in hospitals with cutting-edge technology in a user-friendly way. With our software, we enable hospitals, doctors & nurses to provide their patients with the best possible care. We are growing fast and want to keep expanding our team and business to fundamentally digitize healthcare for the better. We appreciate different backgrounds and see diversity as one of our strengths. THE TEAM AND YOUR ROLE As a Forward Deployed Engineer (all genders) for clinical software solutions, you work at the intersection of sales, technology, and hospital operations. You combine technical architecture expertise with an understanding of clinical and administrative processes and support customers from initial product presentations through ongoing projects. Working closely with engineering, project and product management and sales, you develop customer-specific and technically feasible solution concepts. YOUR TASKS * Providing technical support to the sales team throughout the entire sales cycle * Analyzing clinical, administrative, and technical customer requirements * Creating technical concepts, documentation, and solution descriptions for proposals and tenders * Defining and aligning system architectures, APIs, and interfaces * Collaborating closely with engineering, product, project and DevOps * Acting as the primary technical contact for customers during sales and project phases * Supporting public and private tender processes YOUR QUALIFICATIONS * Completed degree in computer science or a comparable qualification * Strong understanding of APIs, interfaces, and system architecture * Knowledge of core IT and infrastructure concepts (e.g. cloud, on-premise, VPN, networking) * Ideally, experience with clinical or administrative IT system landscapes in hospital environments * Structured and analytical mindset * Strong German skills is a must and good English skills Your BENEFITS * Variety in your tasks and the opportunity to take ownership * An international, informal team structure in a motivating start-up atmosphere, allowing you to participate directly in our customer growth story and the overall success of Avelios * Ability to gain valuable hands-on experience in a startup backed by leading international VCs * Support for your personal development through continuous learning and feedback * Set your own rhythm with flexible working hours and trust-based time tracking * A virtual stock option package (VSOP) that lets you participate in Avelios’ long-term value creation * A monthly meal allowance up to 75 euros, full coverage of the Deutschlandticket, Urban Sports Club or a subsidized Wellpass membership, a bike leasing program and Corporate Benefits that give you access to discounts from a wide range of providers in various areas
comstruct turns the paper chaos of construction into structured data. We extract material data from delivery notes and invoices at item level and automate what construction companies still do by hand: documentation, invoice entry, reconciliation. We're looking for exceptional talent to help us empower the industry with smarter and more efficient solutions. About the role 🦺 As our Forward Deployed Engineer you are the technical face of comstruct - the person who turns a signed deal into a live and working systems for the customer. Most of your time you're building: scoping ERP and supplier integrations and making data of our customers flow reliably between systems. But you'll also be on construction sites and in customer meetings regularly - onboarding teams, debugging their problems with the goal to drive every project from POV to full rollout and go-live. You're a builder who'd rather talk to customers and solve real problems on real construction sites than polish code in isolation? Then we should talk. What you will be building 🏗️ * Own POV and rollout implementation: You implement the POV that wins the deal and then scale it into the full rollout across construction sites. From first integration to company-wide go-live, you own and implement it. * Integrate ERP systems: You connect our product to our customers' ERP systems. You scope the architecture, build the integration and make sure data flows reliably from day one. * Integrate suppliers: You bring our customers' suppliers onto the comstruct platform, turning delivery notes and invoices into structured, digital item-level data. * Run on-site onboardings: You go out where construction happens. You onboard teams directly on site and make sure comstruct works on the construction site, not just in the demo. What we're looking for ✨ * You bring 1-2 years of hands-on experience in Solution Engineering, Implementation, Product or Software Engineering, with coding and technical problem solving from APIs and scripts to system integrations with React, TypeScript or SQL. * You have owned a technical project from start to finish with direct customer contact: project plan, scoping, prioritization, implementation, testing and a successful go-live. Multiple parallel projects don't throw you off. * You are curious to dig deep into our product. You want to understand how things work under the hood and you naturally connect what customers need with what the product can do. * You are a natural communicator. People simply enjoy working with you, and you explain technical topics in a way that everyone in the room and on the construction site understands. * You are a structured problem solver with a sharp analytical mind. New systems and complex setups don't intimidate you, you figure them out. * You are willing to work five days a week from our Munich office with occasional customer travel. * You are native in German and fluent in English. Nice to have: Ideally, you have initial experience with Construction Tech, Supply Chain or Logistics SaaS experience; early-stage startup experience (<50 employees) where you built processes from scratch. Why join comstruct? 🛠️ Construction is one of the largest and least digitized industries in the world. We're building its digital future. Founded in March 2022, we've raised a €12.5M seed round from 20VC, Google Ventures and top European investors and nine of Switzerland's ten largest contractors already run on comstruct. That's the foundation. The category-defining company gets built now - together with you! What we offer * Real ownership, twice over: Equity options on top of a competitive salary and the freedom to own your work and build things from the ground up, not execute someone else's plan. * Learn from the best: Direct mentoring from our Co-founder & CEO Henric Meinhardt, plus access to engineering mentors through our network with Google Ventures and 20VC. * Build at the frontier: Early access to the latest LLMs and SDKs, any AI productivity tools you need and top-notch hardware. * Invest in yourself: A dedicated development budget for certificates, conferences and everything that makes you grow with the company. * Feel at home: Relocation support for your move to Munich, daily dinner options with the team, Wellpass subscription and yearly offsites - the last ones took us to Mallorca and Italy.