18 Oct
DMI Finance Private
Connaught Place
Job Summary:This role is a part of the Analytics Team for the Consumer Finance Business. The team works with the cross functional teams and leadership to develop and execute strategic projects and drive business performance. This role will be responsible for driving high impact, complex analytical and AI projects of a wide variety. You will beA core part of the Analytics Team Accountable for driving the deployment of analytics and modeling projects from start to finishAccountable for building AI productsEngaged in a variety of teams, projects,
and aspects of the Consumer Finance BusinessKey Responsibilities:Establish and manage infrastructure on cloud platforms such as AWS and GCP tailored for machine learning workloads.Work alongside data scientists to seamlessly integrate machine learning components into applications and servicesDevelop comprehensive end-to-end machine learning pipelines, incorporating tools and services for data preprocessing, model training, and deployment.Create and maintain automated workflows for continuous integration and continuous deployment (CI/CD) of machine learning models.Deploy machine learning models into production environments and manage their lifecycle, ensuring they remain efficient and effective.Set up monitoring solutions to track model performance, detect data drift, and capture other relevant metrics to ensure ongoing model accuracy and reliability.Keep abreast of the latest advancements in MLOps tools and technologies, recommending and implementing improvements to enhance existing workflows.Qualifications Minimum Qualification required: Work Experience 2+ years work experience in MLOpsTechnical SkillsMust have delivered one or more data science product(s)
in production.Technically able to build and manage data and deployment pipelines. Proficiency with AWS servicesStrong Problem Solving skill set Should have a fair understanding of ML algorithmsProficiency in following technologies:FastAPIDockerAWS services (S3, EC2, Sagemaker, Lambda, AppRunner, ECR, ECS, Cloudwatch)
▶️ Manager/ Sr. Manager- Ml Ops Engineer
🖊️ DMI Finance Private
📍 Connaught Place