16 Machine Learning Engineer Jobs in Houston, TX
Tundra Technical Solutions is Hiring a Machine Learning Engineer Near Houston, TX
Job Description:
Our client is 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:
- 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
Requirements:
- 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,
Job Summary
Full Time
Business Services
$110k-136k (estimate)
06/09/2024
07/07/2024
TORONTO, ONTARIO
100 - 200
2004
JONATHAN PROTHERO
$50M - $200M
Business Services
Related Companies
The job skills required for Machine Learning Engineer include Python, Software Engineering, Programming, Kubernetes, Leadership, etc. Having related job skills and expertise will give you an advantage when applying to be a Machine Learning Engineer. That makes you unique and can impact how much salary you can get paid. Below are job openings related to skills required by Machine Learning Engineer. Select any job title you are interested in and start to search job requirements.
The following is the career advancement route for Machine Learning Engineer positions, which can be used as a reference in future career path planning. As a Machine Learning Engineer, it can be promoted into senior positions as a Software Engineer IV that are expected to handle more key tasks, people in this role will get a higher salary paid than an ordinary Machine Learning Engineer. You can explore the career advancement for a Machine Learning Engineer below and select your interested title to get hiring information.
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