Machine Learning Engineer for a new music streaming service
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København K
Machine Learning Engineer for a new music streaming service
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Machine Learning Engineer for Moodagent
Help us shape the music streaming service of the future!
We are a forward-thinking music streaming company, with a drive to revolutionize the music streaming scene by putting our unique music recommendation AI in the hands of the user - making music discovery a more personal, relevant, and shared experience than we know it today.
We are looking for four Machine Learning Engineers to join our machine learning group at our headquarters in central Copenhagen. We are a diverse group of ML engineers, scientists, and architects who all strive to build the best possible streaming service. In our day to day work we are assigned to a cross-functional team, consisting of a mix of musicologists, data scientists, data engineers, designers and software developers. Currently, we are hiring for our four domain teams: playlisting, music recommendations, search, and user & social.
As a Machine Learning Engineer, your main tasks will be to develop and deploy machine learning models within a given domain, whilst working, in close collaboration with our diverse group of machine learning experts, on creating a good infrastructure for machine learning pipelines in production.
Responsibilities:
- Build, evolve, and scale state-of-the-art machine learning models and systems
- 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:
- Are fluent written/oral English
- 3+ years of work experience as a Machine Learning Engineer or from a similar role
- Experience in making machine learning pipelines and systems that handle large scale data
- Knowledge of cloud computing for machine learning purposes
- DevOps mindset and a flair for automation
We imagine you have some of the following qualifications:
- Good understanding of Python (Pandas, Numpy, Scipy, Sklearn, Pyspark, SQL, Hive)
- Experience with Machine Learning technologies: Scikit, Torch, TensorFlow, Spark MLlib etc.
- Experience with the Amazon AWS platform and experience with integrating applications and platforms with AWS (e.g. EC2, EMR, S3, Lambda, EKS, ECS, ECR, Neptune)
- Experience with training online/incremental models on data streams
- Docker - experience in both reusing existing Docker images and dockerizing services from scratch e.g. Dockerizing a Flask API, training an ML model using Keras/Tensorflow, serving an ML model using TensorFlow Serving, ONNX, etc
- Experience with containerized ML pipelines: e.g. Kubeflow, Amazon Sagemaker, MLFlow
- Experience with the development of large scale Recommendation Systems
- Experience with running/deploying data processing flows in a distributed manner using Spark
- Knowledge about data about music
We offer:
- A position with room for growth
- A diverse team of talented people with an interest in music
- Work with cutting edge technologies
- Flexible work hours
- Great office space in central Copenhagen with a view over the canals
- Laptop of your choice
- Free coffee and fruit
About us:
The Moodagent team is a close-knit bunch of music-loving software developers, design thinkers, musicologists, data-scientists and machine-learning experts, from many corners of the world, and you’ll be working in close cooperation with fellow designers, developers and machine learning team. We juggle with a lot of fun stuff: music, big data, microservices, cloud computing, AI & machine learning, massively scalable systems, apps, web, and an ever-flowing stream of delightfully intricate challenges of making these things come together as a whole.
We have an informal tone, occasional fun on Fridays, and a shared passion for music.
Where:
Moodagent HQ, Havnegade 27, Copenhagen
When:
March/April
The recruitment process:
The recruitment process is easy!
Click the START button to the right, upload your CV and answer the detailed questions so we get to know more about you and your competencies. It usually takes just 10-15 minutes to apply for a job so this means that you do NOT have to produce a time-consuming written application. If you choose to upload a cover letter to support your application, please be brief and tell us WHY you are the best candidate for the position based on your experience.
So, if you're looking for a company that offers awesome tech, interdisciplinary work, world-class challenges and celebrates creative freedom to solve these, we can't wait to meet you! Apply now.
Information og data
Denne ledige stilling har jobtypen "Data Manager", og befinder sig i kategorien "Informationsteknologi".
Arbejdsstedet er beliggende i København K.
Jobbet er oprettet på vores service den 5.3.2021, 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.
- Data Manager
- København K
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