Senior Machine Learning Engineer
- Recruiter
- noimos ag
- Location
- Switzerland
- Salary
- 125000.00 - 145000.00 CHF Annual
- Closing date
- 3 Feb 2023
View more
- Employer Sector
- Technology, ICT & Telecoms
- Contract Type
- Permanent
- Hours
- Full Time
- Travel
- None
- Job Type
- Analytics, Machine Learning
Salary 125'000 - 145'000 CHF per year
Requirements:
You have 5+ years of experience with data science, with particular focus on Deep Learning and Computer Vision.
- Furthermore, you gained 2+ years of experience with DevOps and MLOps concepts, ideally using GitHub workflows.
- You enrich your team with strong programming skills in Python, incl. clean/modular and production-ready code.
- You are experienced in working with large data sets and in building auto-scaling ML systems & MLOps.
- You have good business acumen and ability to communicate technical matters to non-experts.
- You enjoy collaborating in a diverse environment, and developing fit-for-purpose solutions together with PO's, ML Engineers and other developers.
- You're working in a startup spirit (all hands on deck / MVP thinking).
- You are proficient in English
Responsibilities:
- Do you want to shape the vision of noimos from a ML Engineer's perspective?
Side by side with your new colleagues, you will develop efficient, production-ready analytical models that help drive the claims revolution.
Your new mission looks like this:
- It all starts from the business problem: you collaborate with the Product Owner and other business stakeholders to understand business needs, and design fit-for-purpose ML solutions.
- You then technically design, create, test and implement complex models (ML incl. computer vision) and end-to-end pipelines.
- At the same time, you will be responsible for managing running ML pipelines, including logging output, prioritizing and implementing bugs.
- You underpin this by writing production-ready code, following DevOps and MLOps concepts.
- You are a team player, co-defining our standards, supporting with code reviews, and discussions around common problems.
Technologies:
- CI/CD
- Computer Vision
- DevOps
- Docker
- GCP
- GitHub
- Product Owner
- PyTorch
- Python
- SQL
- numpy
- opencv
- pandas
- Cloud
- Data-Engineer
- Data-Science
- Machine Learning
More:
noimos is a Zurich-based, but globally focused, start-up harnessing the potential of ML, computer vision and design to shake up the insurance industry and revolutionize the all-important claims process.We are an independent subsidiary of one of the largest insurance groups in the world, AXA, enjoying many of the benefits that that brings.
From a personal point of view, noimos is a small group of experienced professionals, with strong background in technology, entrepreneurship, and insurance. We are passionate about making a difference with our products and enjoying ourselves along the way.
The challenges we tackle at noimos are diverse, demanding, and meaningful.
Our tech stack:
- Python and computer vision libraries (e.g., numpy, pandas, OpenCV, scikit-image)
- Frameworks associated with training and evaluation of image recognition tasks (PyTorch, Tensorboard, COCO)
- Databases (SQL)
- Infrastructure (GCP, GPU, Docker, GitHub, Actions, CI/CD)
- This turns you into the perfect candidate
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