Machine Learning Engineer
2 months ago
Applies software development practices, DevOps skills and Machine Learning (ML) techniques to orchestrate an end-to-end machine learning workflow that effectively brings ML models to production.Participates in scoping of deployment of new data science solutions and implements 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.Works 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.
About You
Skills and QualificationsBachelor’s degree from a recognized university in Computer Science, IT, Applied Mathematics, Engineering or related disciplines with minimum
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.
Preferred Qualifications / Experience
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 Oil and Gas Industry.
Your benefits
An ExxonMobil career is one designed to last. Our commitment to you runs deep our employees grow personally and professionally, with benefits built on our core categories of health, security, finance and life. We offer you:Competitive compensationMedical plans, maternity leave and benefits, life, accidental death and dismemberment benefitsRetirement benefitsGlobal networking & cross-functional opportunitiesAnnual vacations & holidaysDay care assistance programTraining and development programTuition assistance programWorkplace flexibility policyRelocation programTransportation facilityPlease note benefits may change from time to time without notice, subject to applicable laws. The benefits programs are based on the Company’s eligibility guidelines.
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