Senior AI/ML Developer

3 days ago

Bengaluru East Karnataka India Fortive Full time ₹ 12,00,000 - ₹ 36,00,000 per year
Description

Job Title: 

Senior AI/ML Developer

Location: 

IDC

Job Type: 

Full-time

Job Description:

ServiceChannel is the leading cloud-based service automation platform for facilities management. We empower businesses to source, procure, manage, and pay for repair and maintenance services through a single, unified platform. Our mission is to simplify operations and deliver exceptional customer experiences through innovation and technology.

We are looking for a highly skilled and experienced Senior AI/ML Developer to join our dynamic team. In this role, you will design and deploy state-of-the-art machine learning (ML) models, develop scalable data pipelines, and collaborate with cross-functional teams to drive innovative solutions. You will work with large and complex datasets, implement cutting-edge technologies, and shape the future of our AI-driven initiatives.

Responsibilities:

  • Build and automate robust, scalable ML pipelines for training, validation, deployment, and monitoring in production environments.
  • Collaborate with data scientists, engineers, and product managers to understand business requirements and translate them into ML solutions. 
  • Analyze and process large-scale datasets to develop efficient ML models and drive actionable insights. 
  • Own the end-to-end ML model lifecycle, including versioning, deployment, performance monitoring (e.g., drift detection), recalibration, troubleshooting, and retraining.
  • Develop and manage CI/CD pipelines for ML workflows, including automated testing, containerization, and model registry integration.
  • Implement and manage scalable ML infrastructure for data processing, training, and inference in collaboration with DevOps and engineering teams.
  • Continuously improve engineering practices, code quality, and automation, while staying up to date with the latest trends in AI, ML, and MLOps. 

Requirements:

  • Minimum 5 years of experience in ML engineering or a combination of ML engineering and data science, with a focus on data analysis, feature engineering, model development, deployment, and maintenance. 
  • Strong hands-on experience with Databricks for ML model development and deployment. 
  • Strong understanding of machine learning and data science fundamentals (e.g., supervised and unsupervised learning, feature selection, etc.). 
  • Proficiency with popular ML frameworks and libraries (e.g., TensorFlow, PyTorch, Scikit-learn). 
  • Experience implementing MLOps practices using tools such as MLflow and CI/CD platforms (e.g., GitHub). 
  • Deep understanding of the ML model lifecycle and production workflows.
  • High proficiency in SQL and Python. 
  • Familiarity with cloud-based data platforms such as Snowflake or similar technologies. 
  • Excellent communication and interpersonal skills to collaborate across teams. 
  • Robust problem-solving and analytical skills. 

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