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Company:
Inspyr Solutions
Category:
Manufacturing
Posted: July 4, 2024
Title:
Senior Machine Learning Engineer
Considering making an application for this job Check all the details in this job description, and then click on Apply.
Location:
Houston, TX 77002 (ONSITE)
Duration:
Direct Hire Role
Work Requirements:
US Citizen, GC Holders or Authorized to Work in the U.S.
We are currently seeking an experienced Machine Learning Engineer to join the Big Data and Advanced Analytics department. As a member of the Data Engineering team, the Machine Learning Engineer will work closely with Business domain experts and Data Scientists to solve real-world oil and gas midstream problems using advanced analytics, machine learning, and artificial intelligence. This individual will provide analytical and technical leadership to the team to advance the machine learning engineering practice within the organization.
Responsibilities include:
Work directly with Business domain experts and Data Scientists to understand business objectives and develop high quality, scalable, machine learning systems
Design and implement frameworks and tools to streamline the machine learning process
Automate manual data tasks to improve efficiency, reliability, and scalability
Convert research-based machine learning models into production-ready software
Provide solutions to mathematical optimization problems
Create and maintain optimal machine learning pipelines
Collect, explore, and prepare data for advanced analytics and machine learning
Perform exploratory data analysis and present findings and recommendations
Research and prototype new technologies to advance the machine learning capability
Qualifications
The successful candidate will meet the following qualifications:
5+ years of programming experience in Python
Expertise in testing, packaging, and deploying machine learning models
Expertise in software engineering practices such as Design Principles and Patterns, Unit Testing, Refactoring, CI/CD, and version control
Experience in building user interfaces for analytical applications using Python web frameworks such as Dash, Streamlit, and FastAPI
Knowledgeable of various machine learning frameworks, libraries, and packages including Scikit-learn, TensorFlow, Keras, and PyTorch
Knowledgeable of mathematical optimization frameworks such as Google OR-Tools and SciPy
Knowledgeable of modern data platform technologies including Apache Airflow, Kubernetes, Object Storage
About INSPYR Solutions
Technology is our focus and quality is our commitment. As a national expert in delivering flexible technology and talent solutions, we strategically align industry and technical expertise with our clients' business objectives and cultural needs. Our solutions are tailored to each client and include a wide variety of professional services, project, and talent solutions. By always striving for excellence and focusing on the human aspect of our business, we work seamlessly with our talent and clients to match the right solutions to the right opportunities. Learn more about us at inspyrsolutions.com.
INSPYR Solutions provides Equal Employment Opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, disability, or genetics. In addition to federal law requirements, INSPYR Solutions complies with applicable state and local laws governing nondiscrimination in employment in every location in which the company has facilities.
Associated topics:
baler, delivery, distribution, foam, label, pack, packaging banding, packing, pharmaceutical packaging, seal
Senior Machine Learning Engineer
Considering making an application for this job Check all the details in this job description, and then click on Apply.
Location:
Houston, TX 77002 (ONSITE)
Duration:
Direct Hire Role
Work Requirements:
US Citizen, GC Holders or Authorized to Work in the U.S.
We are currently seeking an experienced Machine Learning Engineer to join the Big Data and Advanced Analytics department. As a member of the Data Engineering team, the Machine Learning Engineer will work closely with Business domain experts and Data Scientists to solve real-world oil and gas midstream problems using advanced analytics, machine learning, and artificial intelligence. This individual will provide analytical and technical leadership to the team to advance the machine learning engineering practice within the organization.
Responsibilities include:
Work directly with Business domain experts and Data Scientists to understand business objectives and develop high quality, scalable, machine learning systems
Design and implement frameworks and tools to streamline the machine learning process
Automate manual data tasks to improve efficiency, reliability, and scalability
Convert research-based machine learning models into production-ready software
Provide solutions to mathematical optimization problems
Create and maintain optimal machine learning pipelines
Collect, explore, and prepare data for advanced analytics and machine learning
Perform exploratory data analysis and present findings and recommendations
Research and prototype new technologies to advance the machine learning capability
Qualifications
The successful candidate will meet the following qualifications:
5+ years of programming experience in Python
Expertise in testing, packaging, and deploying machine learning models
Expertise in software engineering practices such as Design Principles and Patterns, Unit Testing, Refactoring, CI/CD, and version control
Experience in building user interfaces for analytical applications using Python web frameworks such as Dash, Streamlit, and FastAPI
Knowledgeable of various machine learning frameworks, libraries, and packages including Scikit-learn, TensorFlow, Keras, and PyTorch
Knowledgeable of mathematical optimization frameworks such as Google OR-Tools and SciPy
Knowledgeable of modern data platform technologies including Apache Airflow, Kubernetes, Object Storage
About INSPYR Solutions
Technology is our focus and quality is our commitment. As a national expert in delivering flexible technology and talent solutions, we strategically align industry and technical expertise with our clients' business objectives and cultural needs. Our solutions are tailored to each client and include a wide variety of professional services, project, and talent solutions. By always striving for excellence and focusing on the human aspect of our business, we work seamlessly with our talent and clients to match the right solutions to the right opportunities. Learn more about us at inspyrsolutions.com.
INSPYR Solutions provides Equal Employment Opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, disability, or genetics. In addition to federal law requirements, INSPYR Solutions complies with applicable state and local laws governing nondiscrimination in employment in every location in which the company has facilities.
Associated topics:
baler, delivery, distribution, foam, label, pack, packaging banding, packing, pharmaceutical packaging, seal
Read the full job description and apply online on the recuiter's web-site
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