64 TekIT Software Solutions Jobs
8-10 years
MLOps Lead/Consultant - Python Programming (8-10 yrs)
TekIT Software Solutions
posted 13hr ago
Key skills for the job
Notice Period : 5 Days
Location : Pune/Bangalore/Hyderabad
Experience : 8-10 Years
Roles & Responsibilities :
- Lead the design, development, and implementation of MLOps frameworks and best practices.
- Collaborate with data scientists, data engineers, and IT teams to streamline ML workflows.
- Drive the adoption of MLOps tools and processes across the organization.
- Develop and maintain CI/CD pipelines for machine learning models.
- Ensure seamless integration of Snowflake and Azure services in ML workflows.
- Monitor and optimize the performance of ML models in production.
- Work closely with stakeholders to understand business requirements and translate them into technical solutions.
- Provide mentorship and guidance to junior team members.
- Communicate progress, challenges, and solutions to both technical and non-technical audiences.
Mandatory Skillsets :
- Hands-on implementation experience in MLOps and CI/CD pipelines.
- Mandatory proficiency and working experience in Azure.
- Solid understanding of CI/CD pipelines and version control systems (e., Git).
- Strong experience with Snowflake and Azure services (e., Azure Machine Learning, Azure Data Factory).
- Proficiency in MLOps tools and frameworks (e., MLflow, Kubeflow, Airflow).
- Proficiency in Python and SQL.
- Experience with containerization and orchestration tools (e., Docker, Kubernetes).
- Strong problem-solving abilities and attention to detail.
- Ability to analyze and optimize ML model performance.
Good-to-Have Skill-sets :
Additional Technical Skills :
- Experience with other cloud platforms (e. , AWS, GCP).
Soft Skills :
- Excellent communication and interpersonal skills.
- Ability to work in a fast-paced, collaborative environment.
- Strong project management and organizational skills
Functional Areas: Other
Read full job description6-9 Yrs