20 Machine Learning Engineer Jobs in Houston, TX
Collabera is Hiring a Machine Learning Engineer Near Houston, TX
Title: Machine Learning Engineer
Location: Houston, TX - 100% Onsite (non-negotiable)
Full-Time Direct Hire W2
U.S. Citizenship or Valid Green Card Required
We are currently seeking an experienced Machine Learning Engineer to join our client's 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 our client's 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
Qualifications
- Extensive Python experience
- 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
$117k-144k (estimate)
06/26/2024
07/09/2024
collabera.com
REDMOND, WA
3,000 - 7,500
2005
ADITI OGALE
$500M - $1B
IT Outsourcing & Consulting
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About Collabera
We are engineering technology & talent. At Collabera, we built our business and our reputation by servicing the engineering solutions and talent development needs of our clients. That experience helped make us who we are todaypartners with the worlds most forward-thinking organizations, designing, building, operating and automating the technology that powers their businesses. Every solution we provide is delivered with speed, scale, quality, and flexibility, and powered by our AI-driven, Cloud-based technology and talent platforms. And, while weve expanded our offerings to meet the evolving ne...eds of our software engineering clients, we havent forgotten where we came fromwere still committed to building the tech workforce of the present and the future through our best-in-class training and enablement services. In other words, were driven by tech and backed by talent. Its that human-centric approach that makes us unique. And it reminds us that relationships are always the most important things we build. So, whether you need innovative technology talent solutions, or youre looking for opportunities to work with todays most tech-forward organizations, partner with usand let us help your business or your career get to the next level.
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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.
