Successful candidate will
- Develop, implement and manage MLOps in on-premise and cloud infrastructure for data preparation, deployment, monitoring and retraining models.
- Develop pipelines and engineering infrastructure to support enterprise machine learning systems at scale.
- Design and build application containerization and orchestrate with Docker and Kubernetes.
- Build orchestration pipeline to convert python models into a deployable API/RESTful endpoint.
How do we describe the perfect match?
- Ability to design and implement MLOps pipelines in on-premise and cloud solutions
- Experience with MLOps Frameworks like Kubeflow, MLFlow, Airflow etc., experience with Docker and Kubernetes, OpenShift.
- Programming languages like Python, Go, Ruby or Bash, good understanding of Linux, knowledge of frameworks such as scikit-learn, Keras, PyTorch, Tensorflow, etc.
- Ability to understand tools used by data scientist and experience with software development.
- Experience in building, scaling and monitoring low latency inference REST/gRPC APIs
- Experience in Python, SQL.
- Hands on work experience in DevOps.
- MLOps skills like Kubeflow, Feature Store, MLFlow, model registry, micro-services architecture, Seldon, Flask, Docker, Kubernetes, Git, Github.
- Have knowledge in any of the cloud technologies like DataBricks, AWS, Azure ML.
BENEFITS OF WORKING WITH US
In addition to having the opportunity to grow and be challenged, and to be part of a life, our people enjoy a range of rewarding benefits:
- Flexible working arrangements, generous personal, parental and cultural leave
- Competitive remuneration
- Free and subsidized health and wellbeing services
- Discounts on a wide range of products and services
- Career development opportunities
- A buddy who will guide and accompany you during your onboarding process
- A great number of online courses and technical trainings that will support your development
- Personalized development plan for you
- Using CED & Pass Flight for travelling experience with your family
- Support payment for childcare
Be Yourself
We value the unique backgrounds, experiences and contributions that each person brings to our team and encourage and celebrate diversity.
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