Machine Learning Engineer
3 weeks ago
We are a leading energy and chemical company that is committed to innovation and sustainability. Our vision is to lead in energy innovations that advance modern living and a net-zero future.
Job SummaryWe are seeking a highly skilled Machine Learning Engineer to join our team. The successful candidate will have a strong background in machine learning and data science, and will be responsible for designing, developing, and deploying data science solutions that are scalable, reproducible, and of commercial-grade quality.
Key Responsibilities- Apply software development practices, DevOps skills, and machine learning techniques to orchestrate an end-to-end machine learning workflow that effectively brings ML models to production.
- Participate in scoping the deployment of new data science solutions and implement the appropriate solution design.
- Sustain data science solutions by enabling continuous ML model and/or service performance monitoring, training, and re-training of models, including the implementation of proactive alerting methods.
- Work effectively with computational scientists, data scientists, engineers, software developers, and domain experts across the globe to develop and apply computational and data science solutions in support of our business.
- Bachelor's degree from a recognized university in Computer Science, IT, Applied Mathematics, Engineering, or related disciplines with a minimum 7.0 CGPA or equivalent.
- Minimum 3 years of experience in Data Science and Machine Learning or related computational domain.
- Competent to expert level programming experience in C/C++/Python.
- Strong foundation in application design.
- Experience with refactoring legacy code and leveraging third-party libraries/APIs during software development.
- Experience with Source code version control (Git), Azure Cloud platform, and containers, Databricks, and MLflow.
- Continuous Integration and Continuous Deployment.
- Familiarity with statistical analysis, regression, and classification.
- Experience with time series analysis, computer vision, natural language processing.
- Knowledge or hands-on experience on Matlab & SQL.
- Strong written and verbal communication skills.
- Prior knowledge of commercial software development and/or experience in commercial software teams.
- Familiarity with the Oil and Gas Industry.
We offer a competitive compensation package, medical plans, maternity leave and benefits, life, accidental death and dismemberment benefits, retirement benefits, global networking and cross-functional opportunities, annual vacations and holidays, day care assistance program, training and development program, tuition assistance program, workplace flexibility policy, relocation program, transportation facility, and more.
How to ApplyPlease submit your application through our website. We look forward to hearing from you.
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