AI Operations and Optimization Analyst at Ecolab

Pune, Maharashtra, India

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Not SpecifiedCompensation

Junior (1 to 2 years), Mid-level (3 to 4 years)Experience Level

Full TimeJob Type

UnknownVisa

Environmental Services, SustainabilityIndustries

Requirements

Bachelor's degree in Computer Science, Data Science, or a related field (Master’s degree preferred)
Process domain expertise
Experience with AI/ML operations and monitoring tools
Strong problem-solving and analytical skills
Knowledge of AI governance and ethical guidelines
Excellent communication and collaboration skills
Knowledge of machine learning frameworks and libraries
Deep understanding of business processes and how they operate (preferred)
Technical aptitude to understand systems and processes, including AI solutions (preferred)
Experience with SAP and ServiceNow (preferred)
Competence in data analysis and the ability to interact with large volumes of data (preferred)
Focus on business analysis and problem-solving rather than software development (preferred)
Ability to interact with users and provide support in optimizing processes (preferred)

Responsibilities

Perform AI model training activities such as generating/loading large datasets, document samples, process documentation, and prompts to support rapid and complete development of high impact models
Execute daily monitoring of AI and process performance
Identify, troubleshoot, and resolve issues with AI-based process performance in collaboration with users and various stakeholders
Identify and drive implementation of improvements in process, AI prompts, and model accuracy and completeness in conjunction with Ecolab Digital AI team to ensure AI performance meets business value objectives
Ensure compliance with established responsible AI policies
Maintain documentation on AI processes
Monitor the performance of business processes, such as cash applications, order processes, and billing
Identify issues and resolve them in collaboration with development teams
Interact with users to understand and solve performance issues in automated processes
Analyze data and metrics to detect anomalies and optimize processes

Skills

Key technologies and capabilities for this role

AI Model TrainingDataset ManagementPrompt EngineeringPerformance MonitoringTroubleshootingProcess OptimizationCross-functional Collaboration

Questions & Answers

Common questions about this position

What is the salary for the AI Operations and Optimization Analyst role?

This information is not specified in the job description.

Is this a remote position or is there a required location?

This information is not specified in the job description.

What are the minimum qualifications for this role?

Minimum qualifications include a Bachelor's degree in Computer Science, Data Science, or a related field (Master’s preferred), process domain expertise, experience with AI/ML operations and monitoring tools, strong problem-solving and analytical skills, knowledge of AI governance and ethical guidelines, excellent communication and collaboration skills, and knowledge of machine learning frameworks and libraries.

What is the company culture like at Ecolab?

Ecolab emphasizes growth opportunities, diversity and inclusion, engaging diverse perspectives, and making an impact on global challenges like clean water, safe food, abundant energy, and healthy environments.

What makes a strong candidate for this position?

A strong candidate will have a Master's degree, deep understanding of business processes, technical aptitude to understand systems and processes, in addition to the minimum qualifications.