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GCP ML Ops Engineer
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What you'll do:
- Design, develop, and maintain CI/CD pipelines for ML models.
- Collaborate with Data Scientists to build scalable model deployment architectures.
- Develop and maintain CI/CD pipelines for ML workflows
- Automate data and model validation, retraining, and monitoring pipelines.
- Ensure reliability, security, and scalability of ML infrastructure.
- Monitor model performance and data drift in production environments.
- Integrate ML models with APIs, web services, and production systems.
- Implement best practices for version control and reproducibility of ML workflows.
- Manage containerized ML applications using Docker and Kubernetes.
What we seek in you:
- Bachelors or Master's degree in Computer Science, Engineering, or a related field.
- 3 to 5 Years of proven experience in MLOps, DevOps, or ML Engineering roles.
- Proficiency in Python, Bash, and scripting languages.
- Hands-on experience with ML platforms (e.g., MLflow, Kubeflow, SageMaker).
- Experience with GCP BigQuery is must.
- Experience with CI/CD tools (e.g., Jenkins, GitHub Actions).
- Good experience with Docker and Kubernetes
- Strong understanding of ML model lifecycle and deployment challenges.
- Excellent problem-solving and communication skills.
Life at Next:
At our core, we're driven by the mission of tailoring growth for our customers by enabling them to transform their aspirations into tangible outcomes. We're dedicated to empowering them to shape their futures and achieve ambitious goals. To fulfil this commitment, we foster a culture defined by agility, innovation, and an unwavering commitment to progress. Our organizational framework is both streamlined and vibrant, characterized by a hands-on leadership style that prioritizes results and fosters growth.
Perks of working with us:
- Clear objectives to ensure alignment with our mission, fostering your meaningful contribution.
- Abundant opportunities for engagement with customers, product managers, and leadership.
- You'll be guided by progressive paths while receiving insightful guidance from managers through ongoing feedforward sessions.
- Cultivate and leverage robust connections within diverse communities of interest. Choose your mentor to navigate your current endeavors and steer your future trajectory.
- Embrace continuous learning and upskilling opportunities through Nexversity.
- Enjoy the flexibility to explore various functions, develop new skills, and adapt to emerging technologies. Embrace a hybrid work model promoting work-life balance. Access comprehensive family health insurance coverage, prioritizing the well-being of your loved ones.
- Embark on accelerated career paths to actualize your professional aspirations.
Who we are?
We enable high growth enterprises build hyper personalized solutions to transform their vision into reality. With a keen eye for detail, we apply creativity, embrace new technology and harness the power of data and AI to co-create solutions tailored made to meet unique needs for our customers.
Join our passionate team and tailor your growth with us
