... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
Data Scientist 3
Annapolis Junction, MD · On-site
$132K - $147K/yr
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
Data Scientist 3
Annapolis Junction, MD · On-site
$132K - $147K/yr
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
Data Scientist 3
Annapolis Junction, MD · On-site
$132K - $147K/yr
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
Quick apply
Data Scientist 3
Annapolis Junction, MD · On-site
$132K - $147K/yr
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
Data Scientist 3
Annapolis Junction, MD · On-site
$132K - $147K/yr
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
Data Scientist 3
Annapolis Junction, MD · On-site
$132K - $147K/yr
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
Data Scientist 3
Annapolis Junction, MD · On-site
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
Data Scientist 3
Annapolis Junction, MD · On-site
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
Astronomy/Astrophysics * Past work inclusive of, but not limited to, the following fields: * Artificial intelligence & machine learning, image processing, data science, mission and spacecraft systems ...
Astronomy/Astrophysics * Past work inclusive of, but not limited to, the following fields: * Artificial intelligence & machine learning, image processing, data science, mission and spacecraft systems ...
Data Scientist 3
Annapolis Junction, MD · On-site
... Machine learning, Data Science, Operations Research, or Computer Science or a degree in a related ... astronomy), or other science disciplines with a substantial computational component (i.e ...
Data Scientist 3
Annapolis Junction, MD · On-site
... Machine learning, Data Science, Operations Research, or Computer Science or a degree in a related ... astronomy), or other science disciplines with a substantial computational component (i.e ...
Data Scientist 2
Annapolis, MD · On-site
$115K - $145K/yr
This role combines artificial intelligence and machine learning skills with a strong foundation in ... astronomy), or other science disciplines with a substantial computational component (i.e ...
Data Scientist 2
Annapolis, MD · On-site
$115K - $145K/yr
This role combines artificial intelligence and machine learning skills with a strong foundation in ... astronomy), or other science disciplines with a substantial computational component (i.e ...
Data Scientist 2
Annapolis, MD · On-site
$122K - $168K/yr
We are seeking a Data Scientist with a background in AI, Machine Learning (ML), and Natural ... astronomy), or other science disciplines with a substantial computational component (i.e ...
Data Scientist 2
Annapolis, MD · On-site
$122K - $168K/yr
We are seeking a Data Scientist with a background in AI, Machine Learning (ML), and Natural ... astronomy), or other science disciplines with a substantial computational component (i.e ...
Data Scientist 2
$115K - $145K/yr
This role combines artificial intelligence and machine learning skills with a strong foundation in ... astronomy), or other science disciplines with a substantial computational component (i.e ...
Quick apply
Data Scientist 2
$115K - $145K/yr
This role combines artificial intelligence and machine learning skills with a strong foundation in ... astronomy), or other science disciplines with a substantial computational component (i.e ...
Data Scientist 3
Annapolis, MD · On-site
$157K - $215K/yr
Job Brief Data Science, Machine Learning Are you VIGILANT about your career? RealmOne definitely is ... astronomy), or other science disciplines with a substantial computational component (i.e ...
Data Scientist 3
Annapolis, MD · On-site
$157K - $215K/yr
Job Brief Data Science, Machine Learning Are you VIGILANT about your career? RealmOne definitely is ... astronomy), or other science disciplines with a substantial computational component (i.e ...
Data Scientist 2
Annapolis, MD · On-site
$122K - $168K/yr
You will also provide advanced discovery support using machine learning, analytical prototyping ... astronomy), or other science disciplines with a substantial computational component (i.e ...
Data Scientist 2
Annapolis, MD · On-site
$122K - $168K/yr
You will also provide advanced discovery support using machine learning, analytical prototyping ... astronomy), or other science disciplines with a substantial computational component (i.e ...
Data Scientist 4
Annapolis Junction, MD · On-site
$174K - $189K/yr
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
Data Scientist 4
Annapolis Junction, MD · On-site
$174K - $189K/yr
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
Data Scientist 4
Annapolis Junction, MD · On-site
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
Data Scientist 4
Annapolis Junction, MD · On-site
... astronomy), or other science disciplines with a substantial computational component (i.e ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
Machine Learning Astronomy information
What is the difference between Machine Learning Astronomy vs Data Scientist?
| Aspect | Machine Learning Astronomy | Data Scientist |
|---|---|---|
| Required Credentials | Degree in Astronomy, Physics, or related fields; knowledge of machine learning | Degree in Computer Science, Statistics, or related fields; strong programming skills |
| Work Environment | Research institutions, observatories, academia | Corporate, tech companies, consulting firms |
| Industry Usage | Analyzing astronomical data, developing models for celestial phenomena | Business analytics, predictive modeling, data visualization |
Machine Learning Astronomy focuses on applying machine learning techniques to astronomical data within research settings, while Data Scientists work across various industries analyzing data to inform business decisions. Both roles require strong analytical skills and programming knowledge but differ in domain focus and work environment.
What is machine learning astronomy?
Machine learning astronomy is the application of machine learning techniques to analyze and interpret astronomical data. This field combines computer science, statistics, and astronomy to automate tasks such as classifying celestial objects, detecting anomalies, and predicting astronomical events. With the increasing volume of data from telescopes and space missions, machine learning helps astronomers process and extract meaningful insights more efficiently. Researchers in this area develop algorithms that can learn patterns from vast datasets, leading to new discoveries and a deeper understanding of the universe.
What are the key skills and qualifications needed to thrive as a Machine Learning Astronomer, and why are they important?
To thrive as a Machine Learning Astronomer, you need a strong background in astrophysics, statistical analysis, and programming (often with a PhD in a related field). Proficiency with machine learning frameworks (such as TensorFlow or PyTorch), data processing tools, and astronomical data systems is essential. Critical thinking, problem-solving, and effective collaboration are key soft skills for innovating solutions and working within research teams. These skills enable the effective analysis of large astronomical datasets, driving new discoveries and advancements in the field.
What are some common challenges faced by professionals working in machine learning astronomy?
Machine learning astronomers often encounter challenges such as handling extremely large and complex datasets, ensuring data quality, and effectively preprocessing astronomical data to reduce noise and artifacts. Additionally, interpreting model results in a scientific context can be demanding, as it requires both technical expertise and domain knowledge. Collaboration with astronomers, data engineers, and software developers is essential to ensure that machine learning models are both accurate and scientifically meaningful.
What are popular job titles related to Machine Learning Astronomy jobs in Washington? For Machine Learning Astronomy jobs in Washington, the most frequently searched job titles are:
What job categories do people searching Machine Learning Astronomy jobs in Washington look for? The top searched job categories for Machine Learning Astronomy jobs in Washington are:
- Overnight Quant Research Internships
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What cities in Washington are hiring for Machine Learning Astronomy jobs? Cities in Washington with the most Machine Learning Astronomy job openings:
Other
Posted 5 days ago
Job description
What You'll be Owning: * We are seeking a Data Scientist to support our NLP project focused on accurate and automatic tokenization of language data from spoken or written sources. In this role, you will develop automated solutions for annotating language data with parts of speech information and enhance existing models by evaluating their performance against human-generated annotations for both speech and text. Your contributions will be crucial in advancing our NLP capabilities and ensuring high-quality language processing.
What You Must Have : * Bachelor's Degree with 10 years of relevant experience * Associates degree with 12 years of relevant experience * Bachelor's Degree must be in Mathematics, Applied Mathematics Statistics, Applied Statistics, Machine learning, Data Science, Operations Research, or Computer Science or a degree in a related field (Computer Information Systems, Engineering), a degree in the physical/hard sciences (e.g. physics, chemistry, biology, astronomy), or other science disciplines with a substantial computational component (i.e. behavioral, social, or life) may be considered if it included a concentration of coursework (5 or more courses) in advanced Mathematics (typically 300 level or higher, such as linear algebra, probability and statistics, machine learning) and/or computer science (e.g.
algorithms, programming, , data structures, data mining, artificial intelligence). College-level requirement, or upper-level math courses designated as elementary or basic do not count. Note: A broader range of degrees will be considered if accompanied by a Certificate in Data Science from an accredited college/university.
* Relevant experience must be in designing/implementing machine learning, data science, advanced analytical algorithms, programming (skill in at least one high-level language (e.g. Python)), statistical analysis (e.g. variability, sampling error, inference, hypothesis testing, EDA, application of linear models), data management (e.g.
data cleaning and transformation), data mining, data modeling and assessment, artificial intelligence, and/or software engineering. Experience in more than one area is strongly preferred. * Active TS/SCI w/ poly What Would Be Nice to Have: * Employ some combination (2 or more) of the following skill areas: * Foundations: (Mathematical, Computational, Statistical) * Data Processing: (Data management and curation, data description and visualization, workflow and reproducibility) * Modeling, Inference, and Prediction: (Data modeling and assessment, domain-specific considerations) * Devise strategies for extracting meaning and value from large datasets.
Make and communicate principled conclusions from data using elements of mathematics, statistics, computer science, and application specific knowledge. Through analytic modeling, statistical analysis, programming, and/or another appropriate scientific method, develop and implement qualitative and quantitative methods for characterizing, exploring, and assessing large datasets in various states of organization, cleanliness, and structure that account for the unique features and limitations inherent in Government data holdings. Translate practical mission needs and analytic questions related to large datasets into technical requirements and, conversely, assist others with drawing appropriate conclusions from the analysis of such data.
Effectively communicate complex technical information to non-technical audiences. Make informed recommendations regarding competing technical solutions by maintaining awareness of the constantly shifting Government collection, processing, storage and analytic capabilities and limitations. #LI-SM1