Orbem is an impact-driven deep tech startup from Munich, Germany. We develop fast, accurate, and accessible imaging solutions that provide access to otherwise unattainable sources of knowledge.
We seek to make a difference – and develop solutions to sustainably feed the world, accelerate the transition to a green economy, and transform disease detection.
Join us.
Machine Learning Engineer
Starting date: 01.06.2024 or earlier
Our compensation package: €60,000 - €65,000 in yearly salary, €10,000 - €30,000 in equity. Additionally up to €5,000 p.a. in company benefits
Office location: Munich, Germany
Your role
You build a robust, scalable, and automated ML platform for our AI-based MRI solution. You work closely with data scientists and software engineers to ship the best-performing machine learning models to production. You establish monitoring strategies and ensure model performance. With your production-oriented mindset and drive for impact you unlock the next stage in scalable AI-powered MRI imaging.
Your day-to-day
In your daily activities, you will:
- Build and improve code for training ML models, prioritizing modularity, scalability and robustness
- Collaborate with data scientists in training and fine-tuning ML models
- Optimize and troubleshoot production ML code and models, focusing on latency and memory footprint
- Deploy and monitor ML models in production, ensuring model stability
- Adopt new tools and best practices in the area of machine learning and data processing
Your team
As a Machine Learning Engineer, you become part of our diverse and international team of AI & Data Science. Learn more about the team members, their work and challenges here: www.orbem.ai
What We Offer
International environment: 5 different continents, 25+ nationalities driven by the same purpose: shedding light on the world’s toughest challenges
Attractive package: You participate in Orbem’s success with stock options, which you receive on top of your salary. We also offer visa and relocation support and several benefits such as: yearly Learning & Development budget (€1,750), Fitness club membership (USC, Wellpass), Kita/Kindergarten fee reimbursement and more!
Work-life balance: We commit to creating an environment where our employees can find the balance they need. Besides flexible working hours, home office, 30 days per year of paid leave and sick child leave, you will also be able to work from abroad (for up to 60 days every year) while experiencing new cultures and environments
Make a difference: You’ll work in a scale-up environment with the freedom to drive your own projects and make a visible impact
You join an ambitious team working on breakthrough technology: We offer you a plain playing field to explore and design. During your time with Orbem, we support you in discovering your strengths and defining a vision for your professional future. We hope to teach you some things, but more importantly we also want to learn from you.
Apply now!
Your Experiences And Skills Your Experiences And Skills
ML lifecycle
- You have solid knowledge of pytorch and ML experiment-tracking tools
- You know how to build and optimize a model training pipeline
- You are familiar with tools for ML in production and model deployment
Coding
- You have strong python coding skills: you write modular tested software and follow best practices in documentation and formatting
- You are confident with version control tools like git
- You have experience with Docker and other tools for reproducible environments
- You have worked with CI/CD pipelines
What Makes You Stand Out From Other Candidates
Data fluency
- You have worked with 3D/2D image data, MRI data formats (dicom/nifti)
- You are familiar with logging and monitoring tools like Prometheus and Grafana and use them to visualize relevant performance metrics in production
- You have built and automated complex data pipelines
Our working culture and tech practices
These are our core values:
- We own every challenge: we enjoy complexity and thrive under uncertainty
- We strive for better: we seize any opportunity for growth and challenge the status quo. We are constantly learning and improving
- We imagine new frontiers: we think beyond ‘doable’ and ‘reasonable’. We design a sustainable and healthy future together
We look for people to join us in our journey towards a culture focused on the following principles:
- System thinking: You are excited to work in a cross-functional team, learning the perspectives of multiple stakeholders and understanding the business value of all system components you work on
- Quality Awareness: You understand the importance and champion best practices and testing to create good quality code
- Impact: You are a builder who delivers best internal and external products through iterative development, regular feedback, and positive impact for the customers and the planet
- Teamwork: You are enthusiastic about contributing to team projects and eager to learn from experienced team members through regular feedback, pull requests and pair-programming
Please note: Even if you might not match all the requirements, we still encourage you to apply if you are passionate about our work and the role. Especially so, if you
identify yourself with one or more of these attributes: member of an underrepresented group, non-linear career path, or otherwise unique profile.
