3,916 Predictive Analytics jobs in India

About the job

This exciting opportunity is responsible for providing Asset Predictive Analytics (APA) support for industrial clients.

This involves using data analysis and machine learning techniques to predict potential failures and optimize maintenance strategies for mechanical equipment. This role requires a strong understanding of mechanical systems, data analysis, and predictive modeling to improve equipment reliability and reduce downtime.

Responsibilities

• Implement Asset Predicitve Analytics (APA ) (Utilizing software packages such as AVEVA or Smart Signal or its equivalent) for major rotating and static equipment such as compressors and pumps with large prime movers (- gas turbines, steam turbines & motors), Blowers, fans, fired heaters, distillation columns, Transformers, Heat exchangers (including cryogenics).
• Conduct Data Collection and Analysis including (a) Gathering data from various sources, including sensors, maintenance logs, and operational data, (b) Cleaning, validating, and preparing data for analysis, (c) Developing and implementing data quality control processes, (d) Analyzing data to identify trends, patterns, and anomalies related to equipment performance and potential failures.
• Conduct Predictive Modeling including (a) Developing and implementing predictive models using machine learning algorithms to forecast potential equipment failures, (b) Evaluating the performance of predictive models and refining them over time, (c) Integrating predictive models into existing systems and workflows.
• Conduct Maintenance Optimization including (a) Using predictive insights to optimize maintenance schedules and prevent unplanned downtime, (b) Recommending maintenance strategies based on predicted failure risks, (c) Collaborating with maintenance teams to implement optimized maintenance plans.

Essential Requirements

• B.E/B.Tech (Mechanical/Chemical Engineering) or equivalent degree from recognized university.
• Minimum 5-7 plus years’ experience in APA in industrial sectors (preferred oil & gas).
• Knowledge of reliability principles, tools, and methodologies (e.g., FMEA, RCFA, RCM, PMO)
• Rich Experience in AVEVA Predictive Analytics or similar solutions.
• Strong understanding of mechanical systems and equipment.
• Proficiency in data analysis and statistical modeling, including statistical modeling, machine learning algorithms, and data visualization.
• Proficiency in programming languages such as Python, R, or others commonly used for data analysis and machine learning.
• Experience developing and implementing predictive models using machine learning algorithms, such as regression, classification, and time series analysis.
• Ability to effectively communicate technical information to both technical and non-technical audiences.
• Experience with CMMS (Computerized Maintenance Management System), SCADA (Supervisory Control and Data Acquisition), and other relevant software and tools.
• Rotating machinery Fault Analysis
• Static equipment Fault analysis
• Ability to engage with client/team stakeholders at senior level.

Competency

• Strong interpersonal skills and collaborative approach.
• Energizes others by showing passion and commitment.
• Self-aware; actively seeks, shares, and actions feedback on own performance and of team. Advocates self-development.
• A self-starter with flexible and open-minded approach to working and drive to go “Beyond.”
• Systematic approach to work with high attention to detail.
• Ability to work without direct supervision.
• Embraces change and develops innovative solutions and challenges the “status quo”

Customers

• B.E/B.Tech (Mechanical/Chemical Engineering)Clients in Energy, Oil & Gas, Refining, Petrochemicals, Chemicals, Mining, Supply Chain, Utilities, Power, and Manufacturing industries.

Travel

Yes (As per Business need)

Education and Qualifications

• B.E/B.Tech (Mechanical/Chemical Engineering) or equivalent.

About the job

This exciting opportunity is responsible for providing Asset Predictive Analytics (APA) support for industrial clients.

This involves using data analysis and machine learning techniques to predict potential failures and optimize maintenance strategies for mechanical equipment. This role requires a strong understanding of mechanical systems, data analysis, and predictive modeling to improve equipment reliability and reduce downtime.

Responsibilities

• Implement Asset Predicitve Analytics (APA ) (Utilizing software packages such as AVEVA or Smart Signal or its equivalent) for major rotating and static equipment such as compressors and pumps with large prime movers (- gas turbines, steam turbines & motors), Blowers, fans, fired heaters, distillation columns, Transformers, Heat exchangers (including cryogenics).
• Conduct Data Collection and Analysis including (a) Gathering data from various sources, including sensors, maintenance logs, and operational data, (b) Cleaning, validating, and preparing data for analysis, (c) Developing and implementing data quality control processes, (d) Analyzing data to identify trends, patterns, and anomalies related to equipment performance and potential failures.
• Conduct Predictive Modeling including (a) Developing and implementing predictive models using machine learning algorithms to forecast potential equipment failures, (b) Evaluating the performance of predictive models and refining them over time, (c) Integrating predictive models into existing systems and workflows.
• Conduct Maintenance Optimization including (a) Using predictive insights to optimize maintenance schedules and prevent unplanned downtime, (b) Recommending maintenance strategies based on predicted failure risks, (c) Collaborating with maintenance teams to implement optimized maintenance plans.

Essential Requirements

• B.E/B.Tech (Mechanical/Chemical Engineering) or equivalent degree from recognized university.
• Minimum 5-7 plus years’ experience in APA in industrial sectors (preferred oil & gas).
• Knowledge of reliability principles, tools, and methodologies (e.g., FMEA, RCFA, RCM, PMO)
• Rich Experience in AVEVA Predictive Analytics or similar solutions.
• Strong understanding of mechanical systems and equipment.
• Proficiency in data analysis and statistical modeling, including statistical modeling, machine learning algorithms, and data visualization.
• Proficiency in programming languages such as Python, R, or others commonly used for data analysis and machine learning.
• Experience developing and implementing predictive models using machine learning algorithms, such as regression, classification, and time series analysis.
• Ability to effectively communicate technical information to both technical and non-technical audiences.
• Experience with CMMS (Computerized Maintenance Management System), SCADA (Supervisory Control and Data Acquisition), and other relevant software and tools.
• Rotating machinery Fault Analysis
• Static equipment Fault analysis
• Ability to engage with client/team stakeholders at senior level.

Competency

• Strong interpersonal skills and collaborative approach.
• Energizes others by showing passion and commitment.
• Self-aware; actively seeks, shares, and actions feedback on own performance and of team. Advocates self-development.
• A self-starter with flexible and open-minded approach to working and drive to go “Beyond.”
• Systematic approach to work with high attention to detail.
• Ability to work without direct supervision.
• Embraces change and develops innovative solutions and challenges the “status quo”

Customers

• B.E/B.Tech (Mechanical/Chemical Engineering)Clients in Energy, Oil & Gas, Refining, Petrochemicals, Chemicals, Mining, Supply Chain, Utilities, Power, and Manufacturing industries.

Travel

Yes (As per Business need)

Education and Qualifications

• B.E/B.Tech (Mechanical/Chemical Engineering) or equivalent.

Company Description

Company Description

Join a dynamic, forward-thinking team at the forefront of AI implementation!

Our AI Strategy & Enablement Team is dedicated to transforming how we deliver value for NIQ and its customers through leading-edge AI and automation. We work across functional teams to design, pilot, and scale AI-powered solutions that drive real-world impact while maintaining the highest standards of quality and compliance. 

As part of our team, the highly skilled and detail-oriented AI & Automation Specialist will drive the implementation and execution of AI and automation solutions in an offshore environment. You'll extend and grow your hands-on experience with the latest AI tools and technologies, collaborate with experts across disciplines, and help shape the future of intelligent Customer Success.

Key Responsibilities: 

Job Description

Qualifications and Skills: 

Qualifications

Additional Information

Our Benefits

About NIQ

NIQ is the world’s leading consumer intelligence company, delivering the most complete understanding of consumer buying behavior and revealing new pathways to growth. In 2023, NIQ combined with GfK, bringing together the two industry leaders with unparalleled global reach. With a holistic retail read and the most comprehensive consumer insights—delivered with advanced analytics through state-of-the-art platforms—NIQ delivers the Full View. NIQ is an Advent International portfolio company with operations in 100+ markets, covering more than 90% of the world’s population.

For more information, visit

Want to keep up with our latest updates?

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Our commitment to Diversity, Equity, and Inclusion

NIQ is committed to reflecting the diversity of the clients, communities, and markets we measure within our own workforce. We exist to count everyone and are on a mission to systematically embed inclusion and diversity into all aspects of our workforce, measurement, and products. We enthusiastically invite candidates who share that mission to join us. We are proud to be an Equal Opportunity/Affirmative Action-Employer, making decisions without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability status, age, marital status, protected veteran status or any other protected class. Our global non-discrimination policy covers these protected classes in every market in which we do business worldwide. Learn more about how we are driving diversity and inclusion in everything we do by visiting the NIQ News Center: 

Qualifications and Skills: 

• Education: Bachelor’s degree in Computer Science, Information Technology, or a related field. 

• Experience: 3+ years of experience in AI and automation development and execution. 

• Hands-on experience with Microsoft AI developer capabilities (e.g., Power Platform, Copilot Studio, Azure AI Studio) 

• Hands-on experience with RPA tools (e.g., UiPath, Blue Prism, Automation Anywhere)  

• Previous experience in offshore delivery environments is highly desirable. 

• Technical Skills: 

• Proficiency in programming languages such as Python, Java, or .NET. 

• Strong understanding of AI/ML concepts and their application in automation. 

• Familiarity with cloud platforms (AWS, Azure, Google Cloud) and API integrations. 

• Soft Skills: 

• Excellent communication and collaboration skills to work effectively with global teams. 

• Strong problem-solving and analytical abilities. 

• Ability to adapt to dynamic environments and manage multiple priorities. 

• Certification in RPA tools or AI technologies. 

• Experience with Microsoft Dynamics data, use cases, and capabilities 

• Experience in Agile or DevOps methodologies. 

• Knowledge of process mining tools and techniques. 

Our Benefits

• Flexible working environment
• Volunteer time off
• LinkedIn Learning
• Employee-Assistance-Program (EAP)

About NIQ

NIQ is the world’s leading consumer intelligence company, delivering the most complete understanding of consumer buying behavior and revealing new pathways to growth. In 2023, NIQ combined with GfK, bringing together the two industry leaders with unparalleled global reach. With a holistic retail read and the most comprehensive consumer insights—delivered with advanced analytics through state-of-the-art platforms—NIQ delivers the Full View™. NIQ is an Advent International portfolio company with operations in 100+ markets, covering more than 90% of the world’s population.

For more information, visit NIQ.com

Want to keep up with our latest updates?

Follow us on: LinkedIn  | Instagram  | Twitter  | Facebook

Our commitment to Diversity, Equity, and Inclusion

NIQ is committed to reflecting the diversity of the clients, communities, and markets we measure within our own workforce. We exist to count everyone and are on a mission to systematically embed inclusion and diversity into all aspects of our workforce, measurement, and products. We enthusiastically invite candidates who share that mission to join us. We are proud to be an Equal Opportunity/Affirmative Action-Employer, making decisions without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability status, age, marital status, protected veteran status or any other protected class. Our global non-discrimination policy covers these protected classes in every market in which we do business worldwide. Learn more about how we are driving diversity and inclusion in everything we do by visiting the NIQ News Center: