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.
• 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.

Salary Range: $140,000 - $160,000

We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment regardless of their race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to HR@insightglobal.com .

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Required Skills & Experience

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.

Nice to Have Skills & Experience

Computer Science Degree

Benefit packages for this role will start on the 31st day of employment and include medical, dental, and vision insurance, as well as HSA, FSA, and DCFSA account options, and 401k retirement account access with employer matching. Employees in this role are also entitled to paid sick leave and/or other paid time off as provided by applicable law.