Machine Learning Platform Lead (Hybrid Work Schedule)

Machine Learning Platform Lead

Location: Houston Texas or Dallas Texas or Calgary Alberta Canada

Model of Work: Hybrid

Are you excited by challenges Do you enjoy working in a fast-paced international and dynamic environment Then now is the time to join Quorum Software a rapidly growing company and industry leader in oil & gas transformation.

Quorum Software is the worlds largest provider of digital technology focused solely on business workflows that empower the next evolution of energy. From emerging companies to supermajors throughout every region of the globe customers rely on Quorums proven innovation and unmatched global expertise to streamline business operations and make data-driven decisions that optimize profitability and growth. Our industry-leading solutions are transforming energy companies across the entire value chain helping visionary leaders evolve their organizations into modern energy companies.

Overview

Were seeking a Machine Learning (ML) Platform Lead to establish Quorums machine learning capability. This role combines hands-on technical architecture with team building and strategic direction. Youll define how we do ML at Quorum while shipping actual models.

The ideal candidate brings deep experience in both model development and production ML infrastructure. Youll architect our ML platform (model registry training pipelines deployment infrastructure MLOps practices) while hiring and leading an ML team. Youll also establish our data science practice defining how we identify opportunities evaluate solutions and measure impact across our product portfolio.

This role requires someone who can make pragmatic decisions about when ML is necessary versus when simpler solutions suffice. Youll work closely with product teams to translate business needs into technical requirements and guide investment decisions based on clear trade-offs.

Strong communication skills and experience managing stakeholder relationships are essential. Youll coordinate with engineering leaders across multiple product lines and establish the engagement model between ML and product teams.

Responsibilities

• Establish and lead Quorums machine learning capability defining the overall vision architecture and operating model for ML across the organization.
• Design and implement the ML platform including model registry training and deployment pipelines and scalable MLOps practices.
• Develop and ship production-grade ML models balancing hands-on technical work with leadership and strategy.
• Build and lead a high-performing ML team including hiring mentoring and defining team structure and processes.
• Define and grow Quorums data science practice setting standards for identifying opportunities evaluating models and measuring impact across products.
• Collaborate with product and engineering teams to translate business needs into ML solutions and determine when ML is or isnt the right approach.
• Drive alignment across product lines establishing clear engagement models and communication channels between ML engineering and product stakeholders.
• Make pragmatic data-driven decisions about technical trade-offs investment priorities and platform evolution.
• Represent the ML function in cross-functional planning and leadership discussions ensuring business value and technical excellence remain aligned.
• And other duties as assigned.

Requirements

• 3 years in machine learning and data science with significant production ML experience
• Proven track record shipping production ML models and maintaining them at scale
• Experience architecting ML infrastructure: model registries training pipelines deployment systems monitoring
• Strong background bridging model development and production engineering Experience leading technical teams and hiring talent
• Ability to translate business problems into pragmatic ML solutions
• Hands-on experience with at least one cloud ML platform Databricks Azure ML AWS SageMaker or GCP Vertex AI
• Proficiency with Python and ML frameworks TensorFlow PyTorch scikit-learn)
• Comfortable with MLOps practices: versioning automated retraining production monitoring
• Experience with exploratory data analysis feature engineering and model experimentation

Preferred Skills

• Experience establishing data science practices and teams from scratch
• Experience defining when to use custom models vs traditional algorithms vs LLM-based solutions
• Background in time series forecasting and anomaly detection
• Familiarity with oil and gas operations or industrial IoT domains Experience with predictive maintenance and equipment reliability models Knowledge of production optimization and operational efficiency use cases Experience with LLM fine-tuning and evaluation
• Knowledge of RAG architectures and vector databases
• Experience with Databricks Unity Catalog or similar platforms Background in feature engineering and data pipeline development Expertise in A/B testing and model performance evaluation
• Experience with cost optimization for ML workloads
• Familiarity with both traditional ML and deep learning approaches

Additional Details

• Background Check: The successful candidate will need to successfully complete the following clearances: Criminal History Check Education Verification Employment Verification Drivers License Verification and passport/ID validation.
• Visa Sponsorship: Employment eligibility to work with Quorum Software in the United States or Canada (wherever the successful candidate is currently located) is required as the company will not pursue visa sponsorship for this position. The successful candidate will be required to ensure they maintain and renew any visas or permits that grant employment eligibility where applicable.

About Quorum Software
Quorum Software connects people and information across the energy value chain. Twenty years ago we built the first software for gas plant accountants. Pipeline operators came next followed by land administrators pumpers and planners. Since 1998 Quorum has helped thousands of energy workers with business workflows that optimize profitability and growth. Our vision for the future connects the global energy ecosystem through cloud-first software data standards and integration. The trusted source of decision-ready data for 1800 companies Quorum Software makes the essential connections that let us work better together in the connected energy workplace. For more information visit.

Quorum Diversity Statement:At Quorum we are committed to fosteringcultivatingand preserving a culture of belonging. We want to be the place where a diverse pool of talented peoplejoinus stay with us and do their best work. With a diverse team of employees we grow and learn better together. The collective sum of the individual differences life experiences knowledge innovation self-expression and talent that our employees invest in their work represents not only part of our culture but our reputation and our achievements. We are fully focused on equity and equality and believe deeply in diversity of race gender sexual orientation age religion ethnicity national origin ability neurodiversity and all the other characteristics that make us unique.

Quorum Business Solutions and Quorum Software are Equal Opportunity Employers. All qualified applicants will receive consideration for employment without regard to race color religion age sex sexual orientation gender identity national origin ancestry veteran status disability genetic information or any other basis protected by law.

Those applicants requiring reasonable accommodation to the application and/or interview process should notify a member of the Human Resources Department

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