MLOps Engineers
Java/Python/Scala, AWS/GCP/Azure, CI/CD/CT Pipeline, Docker, Containers
Description
GSPANN is looking for MLOps Engineers to join our global workforce. Our dynamic team offers valuable opportunities and a tangible career support system for your professional and personal development.
Who We Are
GSPANN has been in business for over a decade, with over 1800 employees worldwide, and servicing some of the largest retail, high technology, and manufacturing clients in North America. We provide an environment that enables career growth while still interacting with company leadership.
Visit Why GSPANN for more information.
Location: Anywhere in India
Role Type: Full Time
Published On: 20 May 2022
Experience: 3+ Years
Description
GSPANN is looking for MLOps Engineers to join our global workforce. Our dynamic team offers valuable opportunities and a tangible career support system for your professional and personal development.
Role and Responsibilities
- Implement end-to-end (E2E) machine learning (ML) solutions, from prototyping the models and offline experimentation to production-level code that uses these models.
- Apply the latest advances in deep learning and ML to increase our current models’ performance.
- Implement Feature Stores across cloud platforms or configure the existing ones tailored to the clients’ needs.
- Contribute to the product roadmap and planning.
- Improve the existing MLOps solutions, including design, development, implementation, testing, and debugging.
Skills and Experience
- 3+ years of work experience in machine learning and software engineering.
- Good understanding of E2E ML solutions at scale on at least one cloud platform (Azure/GCP/AWS) or an open-source platform.
- Expertise in ML spanning supervised and/or unsupervised learning methods and applying ML to real-world problems.
- Hans-on experience in ML frameworks such as scikit-learn, PyTorch, TensorFlow, Keras, MLflow.
- Knowledge of containerization tools such as Docker and cloud-based container services.
- Strong software development experience in languages such as Python, Java, and Scala.
- Good knowledge of CI/CD tools such as Jenkins for continuous integration and deployments.
- Should be an independent, self-driven person with a high sense of accountability.
