ML Engineer with MLOps experience
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København K
ML Engineer with MLOps experience
ML Engineer with MLOps experience
Why you want to work with us:
We are building a personalized music streaming service and are launching globally. We need you and your expertise to join us in improving and expanding the Moodagent services, enabling us to bring better music to even more people. Check out: https://moodagent.com/
What we are looking for:
An ML engineer with strong MLOps skills to join our growing machine learning team at our headquarters in central Copenhagen. You will be working with cutting edge technologies at the crossroads between music and machine learning.
Machine learning is a core part of our product and we are looking to improve, standardize, and optimize the pipeline from model to production making the process flexible and the system scalable for global rollout.
In collaboration with our diverse team of machine learning experts and the infrastructure team, you will be working on developing and maintaining the infrastructure for deploying and scaling inference jobs and ML model. The role also involves ML research projects, thus participation in the prototyping and developing part of said projects is encouraged.
Responsibilities:
- Build, develop, and scale state-of-the-art machine learning system infrastructure powering Moodagent’s Data and AI Platforms
- Create data pipelines and overall workflow orchestration
- Deploy and maintain ML models in production
- Work with other machine learning / deep learning researchers and backend engineers to implement scalable solutions for solving complex problems
We expect that you:
- Have some years of experience with large scale ML infrastructure and MLOps
- Are familiar with cloud computing technologies for machine learning purposes (AWS, GCC)
- Have experience implementing ML models
- Are versatile and excited at the prospect of working on ML research projects
- Are fluent in written/verbal English
We imagine you have some of the following qualifications:
- Docker - experience in both reusing existing Docker images and dockerizing services from scratch e.g. Dockerizing a Flask API to serve a ML model
- Experience with containerized ML pipelines: e.g. Kubeflow, Amazon Sagemaker, MLFlow, TensorflowServing, TorchServe, ONNX
- Extensive knowledge of the Amazon AWS platform and experience with integrating applications and platforms with AWS (e.g. EC2, EMR, S3, Lambda, EKS, ECS, ECR)
- Experience with running/deploying data processing flows in a distributed manner using Spark
- Mastery of Python (Pandas, Numpy, Scipy, Sklearn, Pyspark, SQL, Hive)
- Experience with Machine Learning technologies: Sklearn, PyTorch, TensorFlow, MxNet
We offer:
- A position with room for growth
- A diverse team of colleagues from more than 15 different countries
- Friday bars, a summer party & holiday gathering (all covid permitting)
- Social clubs including running, football, FIFA & foosball
- Flexible working hours
- Great office space in central Copenhagen with a view over the canals
- Laptop of your choice
- Endless caffeine to keep you jamming
About us:
Moodagent is a company built by and for music enthusiasts. It is a celebration of music as an important piece of our culture, its impact on our lives, and the sense of community it fosters. At Moodagent, we blend our longstanding AI technology with the best of you, creating the most personalized music streaming experience out there. Moodagent is redefining what it means to make, listen and share music one playlist at a time.
Our team is a close-knit bunch of music-loving software developers, design thinkers, musicologists, data scientists, and machine learning experts who come from all corners of the world. We have people working in big data, microservices, cloud computing, artificial intelligence, scalable infrastructure, and app creation.
We have an informal tone and a shared passion for music.
Where:
Moodagent HQ, Copenhagen
When:
ASAP
The recruitment process:
It’s easy! Click "START" to the right and upload your CV and answer a few questions. This means that you DO NOT have to produce a time-consuming written application. You'll hear from us if you will move on to the interview round.
We look forward to meeting you!
Apply now.
Please follow us on Instagram: https://lnkd.in/eQUmH26
Please follow us on Facebook: https://lnkd.in/eaWEWUK
Please follow us on LinkedIn: https://lnkd.in/e4FRjCp
Please follow us on Twitter - https://lnkd.in/exFnFdW
Information og data
Denne ledige stilling har jobtypen "Øvrige", og befinder sig i kategorien "Øvrige stillinger".
Arbejdsstedet er beliggende i København K.
Jobbet er oprettet på vores service den 12.5.2021, men kan have været deaktiveret og genaktiveret igen.
Dagligt opdateret: Dette job opdateres dagligt ud fra jobudbyderens hjemmeside via vores søgemaskineteknologi og er aktivt lige nu.
- Øvrige
- København K
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