MLOPS Engineer

Company Name

VARITE India Private Limited

About The Client

An Indian multinational information technology (IT) consulting company headquartered in Noida, The company has offices in 52 countries and over 225,944 employees. The Client is a global IT services and consulting company that offers a wide range of services and products across various industries like IT Infrastructure Services, Cybersecurity Services, Cloud Services, Big Data and Analytics, Internet of Things (IoT) Solutions, Semiconductor Services and Enterprise Software Products.

About The Job

• Exp-9-12 years
• Mandatory skills
• Kubeflow, Seldon, MLFlow, Docker, and Kubernetes, Machine Learning
• Years of experience required (relevant)
• 3-7 years

Essential Job Functions

• Implement end-to-end solutions based on microservices for batch and real-time algorithms along with requisite tooling around monitoring, logging, automated testing, and performance testing.
• Design, develop, and deploy machine learning models in a production environment.
• Implement and optimise MLOps pipelines using open-source tools such as Kubeflow, Seldon, MLFlow, Docker, and Kubernetes.
• Collaborate with Data Scientists to streamline the ML model development process and improve model performance.
• Ensure deployed machine learning models' scalability, maintainability, and robustness.
• Monitor and troubleshoot ML model performance and infrastructure issues in production. Knowledge of Prometheus and Grafana stack is valuable.
• Supporting and continuously enhancing ML software infrastructure: CI/CD, data stores, cloud services, network configuration, security, and system monitoring.
• Work with cloud technologies, particularly GCP, to optimize resource allocation and reduce costs.
• Continuously research and stay up-to-date with the latest trends, tools, and best practices in MLOps.

Qualifications

• Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
• 3+ years of experience as a Machine Learning Engineer or a similar role.
• Proficiency in Python and experience with machine learning frameworks such as TensorFlow, PyTorch, and scikit-learn.
• Strong understanding of MLOps best practices and experience with relevant tools, including Kubeflow, Seldon, MLFlow, Docker, and Kubernetes.
• Experience with cloud platforms, especially GCP, and familiarity with cloud-based ML services.
• Knowledge of data processing, ETL, and feature engineering techniques.
• Excellent problem-solving and analytical skills, with the ability to work effectively in a fast-paced, collaborative environment.
• Strong communication and interpersonal skills, with the ability to explain complex technical concepts to non-technical stakeholders.

Preferred Qualifications

• Experience in deploying ML models at scale using serverless technologies or other cloud-based solutions.
• Familiarity with data visualization tools such as Matplotlib, Seaborn, or Plotly.
• Knowledge of software development best practices, such as version control (Git), continuous integration, and automated testing.

How to Apply

Interested candidates are encouraged to respond/submit their updated resumes, and for additional job opportunities, please visit Jobs In India – VARITE.

Unlock Rewards

Refer Candidates and Earn.

If you're not available or interested in this opportunity, please pass this along to anyone in your network who might be a good fit and interested in our open positions. VARITE offers a Candidate Referral program, where you'll receive a one-time referral bonus based on the following scale if the referred candidate completes a three-month assignment with VARITE.

Experience Level Bonus Referral

0-2 years

INR 5,000

2-6 years

INR 7,500

6+ years

INR 10,000

About VARITE

VARITE is a global staffing and IT consulting company providing technical consulting and team augmentation services to Fortune 500 Companies in USA, UK, CANADA and INDIA. VARITE is currently a primary and direct vendor to the leading corporations in the verticals of Networking, Cloud Infrastructure, Hardware and Software, Digital Marketing and Media Solutions, Clinical Diagnostics, Utilities, Gaming and Entertainment, and Financial Services.

Equal Opportunity Employer

VARITE is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees. We do not discriminate on the basis of race, color, religion, sex, sexual orientation, gender identity or expression, national origin, age, marital status, veteran status, or disability status.