AI/ML Engineer
iLink Digital
Date: 3 days ago
City: Chennai, Tamil Nadu
Contract type: Full time
About The Company
iLink Digital is a Global Software Solution Provider and Systems Integrator, delivers next-generation technology solutions to help clients solve complex business challenges, improve organizational effectiveness, increase business productivity, realize sustainable enterprise value and transform your business inside-out. iLink integrates software systems and develops custom applications, components, and frameworks on the latest platforms for IT departments, commercial accounts, application services providers (ASP) and independent software vendors (ISV). iLink solutions are used in a broad range of industries and functions, including healthcare, telecom, government, oil and gas, education, and life sciences. iLink’s expertise includes Cloud Computing & Application Modernization, Data Management & Analytics, Enterprise Mobility, Portal, collaboration & Social Employee Engagement, Embedded Systems and User Experience design etc.
What makes iLink's offerings unique is the fact that we use pre-created frameworks, designed to accelerate software development and implementation of business processes for our clients. iLink has over 60 frameworks (solution accelerators), both industry-specific and horizontal, that can be easily customized and enhanced to meet your current business challenges.
Requirements
Key Responsibilities
iLink Digital is a Global Software Solution Provider and Systems Integrator, delivers next-generation technology solutions to help clients solve complex business challenges, improve organizational effectiveness, increase business productivity, realize sustainable enterprise value and transform your business inside-out. iLink integrates software systems and develops custom applications, components, and frameworks on the latest platforms for IT departments, commercial accounts, application services providers (ASP) and independent software vendors (ISV). iLink solutions are used in a broad range of industries and functions, including healthcare, telecom, government, oil and gas, education, and life sciences. iLink’s expertise includes Cloud Computing & Application Modernization, Data Management & Analytics, Enterprise Mobility, Portal, collaboration & Social Employee Engagement, Embedded Systems and User Experience design etc.
What makes iLink's offerings unique is the fact that we use pre-created frameworks, designed to accelerate software development and implementation of business processes for our clients. iLink has over 60 frameworks (solution accelerators), both industry-specific and horizontal, that can be easily customized and enhanced to meet your current business challenges.
Requirements
Key Responsibilities
- AI/ML Development:
- Design, develop, and deploy AI/ML models (e.g., PINNs, RNNs, Gradient Boosting) to simulate, predict, and optimize drilling fluid performance.
- Develop real-time anomaly detection systems for sensor data from drilling operations.
- Implement time-series analysis models for monitoring and forecasting drilling fluid properties.
- Data Management:
- Integrate and manage large-scale data from various sources (sensors, lab results, historical data) into Azure Data Lake or Synapse Analytics.
- Perform data cleaning, preprocessing, and exploratory analysis to identify actionable insights.
- Cloud Integration:
- Deploy and scale AI solutions using Azure Machine Learning, Azure Kubernetes Service (AKS), and Azure Stream Analytics.
- Build and automate workflows using Azure Logic Apps and IoT Hub for seamless integration with drilling systems.
- Collaboration and Reporting:
- Work closely with cross-functional teams, including drilling engineers, data scientists, and IT specialists, to understand requirements and deliver tailored solutions.
- Provide detailed reporting and visualization using Power BI to communicate results and insights effectively.
- Continuous Improvement:
- Monitor AI model performance using Azure Monitor and incorporate feedback to refine and improve predictions.
- Stay updated with the latest trends in AI/ML and cloud technologies to implement innovative solutions.
- Education:
- Bachelor’s or Master’s degree in Computer Science, Data Science, Engineering, or a related field.
- Experience:
- 6+ years of experience in AI/ML development, with at least 2 years in the oil and gas industry or related fields.
- Strong background in predictive modeling, simulation, and optimization of fluid systems.
- Technical Skills:
- Proficiency in Python, TensorFlow, PyTorch, and scikit-learn for AI/ML model development.
- Expertise in Azure services, including Azure Machine Learning, Data Lake, Synapse Analytics, and IoT Hub.
- Familiarity with time-series analysis tools (RNNs, LSTMs) and physics-informed modeling (PINNs).
- Soft Skills:
- Strong analytical and problem-solving skills.
- Excellent communication skills for collaborating with technical and non-technical teams.
- Proven ability to manage multiple projects and meet deadlines effectively.
- Experience in designing and implementing reinforcement learning models for dynamic optimization.
- Knowledge of drilling operations, fluid properties, and related engineering challenges.
- Experience with real-time data processing and anomaly detection frameworks.
- Certification in Azure AI or Data Engineering.
- Competitive salaries
- Medical Insurance
- Employee Referral Bonuses
- Performance Based Bonuses
- Flexible Work Options & Fun Culture
- Robust Learning & Development Programs
- In-House Technology Training
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