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They are seeking a Machine Learning Engineer to build systems that analyze the performance of music promotions, providing actionable insights for creators and partners. Responsibilities : • ...
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Machine Learning Engineer Energy information
See salary details
$31.5K - $46.2K
1% of jobs
$46.2K - $61K
1% of jobs
$61K - $75.7K
5% of jobs
$75.7K - $90.4K
6% of jobs
$102.6K is the 25th percentile. Wages below this are outliers.
$90.4K - $105.1K
14% of jobs
$105.1K - $119.9K
14% of jobs
The median wage is $127.2K / yr.
$119.9K - $134.6K
18% of jobs
$134.6K - $149.3K
14% of jobs
$152.3K is the 75th percentile. Wages above this are outliers.
$149.3K - $164K
12% of jobs
$164K - $178.8K
11% of jobs
$178.8K - $193.5K
5% of jobs
$31.5K
$128.8K
$193.5K
How much do machine learning engineer energy jobs pay per year?
What are the key skills and qualifications needed to thrive as a Machine Learning Engineer in the energy sector, and why are they important?
What does a Machine Learning Engineer do in the energy sector?
What is the difference between Machine Learning Engineer Energy vs Data Scientist?
| Aspect | Machine Learning Engineer Energy | Data Scientist |
|---|---|---|
| Credentials | Bachelor's/Master's in CS, Data Science, or related; experience with ML frameworks | Bachelor's/Master's in Statistics, Math, or CS; strong analytical skills |
| Work Environment | Energy sector projects, renewable energy, utilities | Various industries including finance, healthcare, tech |
| Employer & Industry Usage | Energy companies, utilities, renewable firms | Broad industry application across sectors |
| Search & Comparison Intent | Focus on ML applications in energy sector | Broader data analysis and modeling roles |
While both roles require strong analytical skills and experience with data tools, Machine Learning Engineers Energy focus on developing and deploying ML models specifically for energy-related applications, whereas Data Scientists analyze data across various industries to generate insights. The roles overlap in skills but differ in industry focus and project scope.
What are some unique challenges Machine Learning Engineers face in the energy sector, and how can they prepare to address them?
Job description
The Machine Learning Engineer will design, develop, and maintain the productionization of machine learning, deep learning, generative AI, large language models, simulation, and optimization algorithms. This includes building pipelines for training and deploying deep learning and other machine learning algorithms and enabling models to run efficiently in production. The main data engineering work will be done in Databricks and PySpark.
The ideal candidate will have excellent technical proficiency, excellent communication skills, a self-driven mindset, and the willingness to continuously learn new things.
This position will report to the Director of Business Intelligence and is structured within IT under the Vice President of Applications.
The position will be located in Arlington, VA and will require commuting to the office 5 days a week.
Responsibilities
- Work with business stakeholders to define project requirements.
- Orchestrate, scale, setup and improve model serving pipelines.
- Improve model accuracy through feature engineering, tuning, and observability.
- Improve model computational performance through all aspects of the pipeline, including tuning clusters/job compute, partitioning, caching, feature engineering code, tuning setup, etc.
- Integrate machine learning models into production environments, ensuring reliability and scalability.
- Evaluate pretrained models and software from vendors and support integration into production environments.
- Develop comprehensive project plans for implementing machine learning and AI projects including solution architectures, resourcing, and dependencies.
- Provide ETL requirements to data engineers to effectively curate files for data analytics.
- Work with data scientists, data engineers, and business analysts to translate business requirements into machine learning solutions.
- Build software solutions that are maintainable, scalable and provide quantifiable business value.
- Continuously focus on quality architecture, quality code, and ruthless management of technical debt.
- Continuously push the practice forward, learning and testing newer and better ways of performing work.
Required Qualifications
- 5 years of machine learning engineering, software engineering, or data science experience.
- Bachelors in a quantitative field of study.
Preferred Qualifications
- Masters in a quantitative field of study.
- Experience with the Azure, AWS, or other cloud ecosystems.
- Experience in building secure data processing pipelines.
- Proficient in utilizing data lakes, CI/CD pipelines, Databricks, Unity Catalog, and Git.
- Experience working with streaming.
- Expertise in building machine learning solutions using cloud data services.
- Exceptional skills in data processing languages such as SQL, Python, or Scala.
- Exceptional skills in feature engineering, model optimization, and parameter tuning.
Venture Global LNG is an Equal Opportunity Employer. We do not discriminate on the basis of race, religion, color, sex, gender identity, sexual orientation, age, non-disqualifying physical or mental disability, national origin, veteran status or any other basis covered by appropriate law.
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About Venture Global LNG
Sourced by ZipRecruiter
Industry
Oil and gas extraction
Company size
501 - 1,000 Employees
Headquarters location
Arlington, VA, US
Year founded
2013