Job Location: Kolkata
Sourcedesk Global is seeking individuals with the Zest and passion to work on MLOps principles , which covers the whole life-cycle of machine learning, from data collection and augmentation pipeline, to model training and serving, to monitoring- analysis and deploying them to production.
The ideal candidate should be passionate about artificial intelligence and stay up to date with the latest developments in the field
Responsibilities:
- Capability of putting the model into production, testing it to make sure it is functioning properly, and reducing latency in the code.
- Additionally, confirm the scalability of the machine learning model and, if necessary, use solutions like Docker and Kubernetes.
- An MLOps engineer must guarantee that the application can handle the entering data and process large amounts of data quickly.
- Have a solid command of Django Framework, automation technologies and have knowledge of model deployment on cloud platforms like AWS.
- Knowledge of multiple scripting and programming languages is advantageous. Python serves as our primary language.
Technical Competencies:
- Ability to design and implement cloud solutions mainly AWS (AWS, Azure, or GCP)
- Experience with Docker and Kubernetes is must.
- Ability to build MLOps pipelines
- Good understanding of Linux
- Knowledge of frameworks such as Keras, PyTorch, Tensorflow.
- Experience with software development
- Ability to understand data science and Machine Learning tools and libraries such as Colab, pycharm , HuggingFace etc.
Non-technical competencies:
- Strong communication and teamwork.
Requirements:
- Bachelor’s/ Master’s degree in computer science, data science, mathematics, or a related field
- Min of 5-6 years of hands-on experience.
- Ability to build MLOps pipelines on cloud solutions (AWS, MS Azure or GCP).
- Experience with software development and test automation.
Why Join Us?
– Get a chance to contribute and get recognition from Day One.
– Enjoy flexible working hours, work 5 days a week.
– Modern work environment, Friendly, Supportive, Professional, and achievement-oriented management team.
– Competitive Salary and Benefits, we offer excellent benefits, a high-performance culture, challenging work and projects, and competitive financial rewards.
– You’ll get the chance to be even better at what you do.
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