Lead Engineer (AI/ML - Simulation Pod)
- Prodapt Solutions
- 5 - 10 years
- Chennai
- 3 months ago
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Job Description
OverviewJoin the Prodapt team in building AI/ML Solutions. If you have 5 - 10 years of experience & would like to work on a cutting-edge ML platform, enabling efficient analysis, testing, and decision-making at scale.
Responsibilities- Design, develop, and maintain simulation services and tools for ML feature, model, and rule evaluation.
- Build and optimize data pipelines for point-in-time historical data access and feature backfilling.
- Containerize and deploy ML models and services using Docker and Seldon on Kubernetes clusters.
- Integrate with Clients cloud infrastructure (GCP) and internal APIs for seamless simulation workflows.
- Collaborate with data scientists, ML engineers, and QA to deliver robust, scalable solutions.
- Contribute to CI/CD pipelines and DevOps practices for automated testing, deployment, and monitoring.
- Write clean, maintainable, and well-documented code using Python and related SDKs.
- Participate in code reviews, design discussions, and platform architecture decisions.
- Troubleshoot, debug, and optimize simulation jobs and platform services.
Required Qualifications
- Bachelors or Masters degree in Computer Science, Engineering, or related field.
- Proficiency in Python and experience with ML/AI model development.
- Hands-on experience with Docker for containerization and Seldon for model deployment.
- Familiarity with Kubernetes for orchestration and cloud platforms (preferably GCP).
- Experience with Git for version control and collaborative development.
- Strong understanding of APIs, microservices, and distributed systems.
- Experience with CI/CD and DevOps tools for ML workflows.
- Ability to work in a fast-paced, collaborative environment and communicate effectively.
Preferred Qualifications
- Experience with feature engineering, backfilling, and point-in-time data access.
- Familiarity with large-scale financial/ML platforms.
- Experience with Jupyter Notebooks and AI SDKs.
- Knowledge of MLOps best practices, including monitoring, model versioning, and automation.
- Exposure to big data technologies and scalable data processing.
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Engineering - Software & QARole Category: Software DevelopmentRole: Search EngineerEmployement Type: Full timeContact Details:
Company: Prodapt SolutionsLocation(s): Chennai
Keyskills: python distribution system ci/cd microservices api continuous integration kubernetes natural language processing neural networks jupyter notebook aiml machine learning artificial intelligence docker deep learning git data science gcp devops ml
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Prodapt is a two-decade-old consulting & managed services provider, singularly focused on the telecom/DSP (digital service provider) ecosystem that helps clients transform their IT, products, operations, and networks to meet their strategic objectives. Prodapt provides end-to-end IT/software arc...
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