Predictive Insights Senior Technical Consultant
Houston Office TC Energy Center, United States
TC Energy
TC Energy is one of North America’s leading energy infrastructure companies with operations in natural gas, oil and power industries.Determined. Imaginative. Curious. If these are some of the ways you describe yourself — we want to learn more about you! At TC Energy, we are Energy Problem Solvers — passionate about transitioning North America to cleaner energy while meeting the energy demands of today and tomorrow. If that sounds like a challenge you want to help tackle, we want you to join our team!
The Opportunity
Our Predictive Insights team is evolving to meet the needs of our growing business and we are expanding our technical capabilities to adapt to new and emerging technologies. Predictive Insights responsibilities are focused on predicting and preventing asset failures using technology such as the AVEVA PI system, AWS and appropriate machine learning applications.
This role is within the Asset Applications team – a small, highly capable team that sits within the business and partners closely with sister teams who perform real time monitoring of assets and the performance of said assets.
The Senior Technical Consultant will be responsible for taking a lead role in developing the team’s cloud strategy, designing new cloud-based solutions and supporting existing platforms built in AWS. As our business and the software landscape changes, we are challenged to do more with less and increasingly rely on cloud vendors’ offerings to fill specific needs. This position will play a key role in evaluating, configuring and integrating selected software.
In addition, this position will be engaged with supporting and developing more traditional custom enterprise software to support the ever-evolving Predictive Insights/TC Energy business needs.
**Not eligible for relocation assistance**
What you’ll do
- Develop and support data-driven software applications for asset surveillance and asset life cycle optimization
- Develop cloud-native applications using AWS services, interacting with AWS API’s and SDK’s
- Implement serverless architectures using AWS Lamba and other services
- Create and manage CI/CD pipelines for application deployments and set up application monitoring using CloudWatch or similar services
- Programmatically integrate information from software applications including AWS, SAP, PI Historian, and SQL to assess asset health (reliability, performance, optimization)
- Enhance algorithms and equipment monitoring strategies by incorporating knowledge from cross-functional teams
- Explore implementations of machine learning models to support a wide range of assets, asset degradation and failure modes
- Employ software development best practices to optimize speed and scalability of new software development solutions
- Facilitate cross-functional workshops for gathering software requirements, business process discovery and application design
- Integrate proprietary SDK’s by leveraging service-oriented programming design patterns
- Identify and recommend solutions to improve information systems reliability, increase availability, and drive performance improvements
- Ensure issues are identified, reported, tracked, and resolved in a timely manner
- Extract data from multiple data sources to perform analysis and provide ad-hoc reporting
- Maintain current information on all relevant systems
- Other tasks as required
Minimum Qualifications
- Four-year Degree in Computer Science, Software Engineering or related field from an accredited college or university
- A minimum of 10 years of related work experience
- Experience designing and building enterprise solutions using various cloud components
- Ability to optimize application performance and cost for cloud applications (AWS or Azure)
- Skills to troubleshoot cloud-based application issues
- Experience implementing security best practices for cloud applications
- Demonstrated competence with common modern languages and design patterns, including Python, C#, .NET WebAPI/MVC, Angular
- Experience with applying Machine Learning techniques, such as Regression, Pattern Recognition and Natural Language Processing to solve business problems
- Working knowledge of the AVEVA PI System and AFSDK
- Proficient with relational and noSql database system design
- Understand application development methodology and application life cycle
Preferred Qualifications
- Familiarity with LLM’s and appropriate use cases
- Proficient with developing RESTful Web Services
- Proficient with developing front-end web applications using MVC frameworks such as Angular
- Proficient with various reporting and analytical platforms such as Microsoft FABRIC, RStudio, Jupyter Notebooks, SageMaker and PowerBI
- Strong SQL Querying skills
- Strong background in the natural gas transportation industry
This position requires candidates to
- Have and maintain a valid driver’s license and safe driving record
- Travel to other company locations for temporary assignments, meetings or training which would involve some overnight stays away from home.
To remain competitive, support our high-performance culture and allow for more flexibility in the way we work, we offer a hybrid work model and flexible dress code for our eligible office-based workforce in Canada, the U.S. and Mexico. #LI-Hybrid
About our business
TC Energy is a leading energy infrastructure company in North America. We have three complementary businesses of natural gas pipelines, liquids (oil) pipelines, and power generation. Our operations span three countries, seven Canadian provinces, and 34 U.S. states.
TC Energy is an equal opportunity employer.
Learn more
Visit us at TCEnergy.com and connect with us on our social media channels for our latest news, employee stories, community activities, and other updates.
Thank you for choosing TC Energy in your career search.
* Depending on qualifications, the successful candidate may be offered a position at a more appropriate level and/or ladder.
* Applicants must have legal authorization to work in the country in which the position is based with no restrictions.
* All positions require background screening. Some require criminal and/or credit checks to comply with regulations.
* TC Energy is committed to provide employment opportunities to all qualified individuals, without regard to race, religion, age, sex, color, national origin, sexual orientation, gender identity, veteran status, or disability. Accommodation for applicants with disabilities is available on request during the recruitment process. Applicants with disabilities can request accessible formats or communication supports by contacting careers@tcenergy.com.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Angular APIs Architecture AWS Azure CI/CD Computer Science Driver’s license Engineering Jupyter LLMs Machine Learning ML models NLP NoSQL Pipelines Power BI Python SageMaker Security SQL
Perks/benefits: Career development Flex hours Gear Home office stipend Team events
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