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Machine Learning Astronomy Jobs in Florida (NOW HIRING)

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Machine Learning Astronomy information

What is the difference between Machine Learning Astronomy vs Data Scientist?

AspectMachine Learning AstronomyData Scientist
Required CredentialsDegree in Astronomy, Physics, or related fields; knowledge of machine learningDegree in Computer Science, Statistics, or related fields; strong programming skills
Work EnvironmentResearch institutions, observatories, academiaCorporate, tech companies, consulting firms
Industry UsageAnalyzing astronomical data, developing models for celestial phenomenaBusiness 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 are 5 potential jobs for astronomy?

Potential jobs for astronomy graduates include research scientist at observatories or universities, data analyst for space agencies, astrophysics researcher, science communicator or educator, and software developer for astronomical data analysis. These roles often require strong analytical skills, programming knowledge, and familiarity with telescopes or data processing tools.

How much do machine learning engineers make at NASA?

Machine learning engineers at NASA typically earn between $90,000 and $150,000 annually, depending on experience, education, and security clearance levels. Salaries may also vary based on location and specific project responsibilities, with some roles requiring expertise in data analysis, programming, and scientific computing tools.

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.

Does NASA have machine learning engineers?

NASA employs machine learning engineers to develop algorithms for data analysis, spacecraft navigation, and scientific research. These roles often require expertise in programming, data science, and tools like Python and TensorFlow, with positions available through federal job portals and NASA's career website.

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.

Can AI replace astronomers?

Machine Learning Astronomers use AI to analyze large datasets, identify patterns, and make predictions about celestial phenomena. While AI can automate data processing and assist in research, it does not replace the need for human expertise in designing experiments, interpreting results, and making scientific judgments. The role of astronomers remains essential for guiding AI applications and advancing understanding of the universe.
What are popular job titles related to Machine Learning Astronomy jobs in Florida? For Machine Learning Astronomy jobs in Florida, the most frequently searched job titles are:
What job categories do people searching Machine Learning Astronomy jobs in Florida look for? The top searched job categories for Machine Learning Astronomy jobs in Florida are:
What cities in Florida are hiring for Machine Learning Astronomy jobs? Cities in Florida with the most Machine Learning Astronomy job openings:
Machine Learning Astronomy jobs near you
Technical/Research Designer (Physics)

Technical/Research Designer (Physics)

Florida State University

Tallahassee, FL • On-site

$40K/yr

Full-time

Retirement

Posted 5 days ago

Florida State University rating

7.7

Company rating: 7.7 out of 10

Based on 44 frontline employees who took The Breakroom Quiz

254th of 612 rated colleges and universities

Job description

Department
Department of Physics I Florida State University
Responsibilities
  • From engineering drawings, verbal instructions, or conceptual sketches, fabricates highly complex research apparatus, instruments, components, and tooling. Utilizes Computer-Aided Design (CAD) software to produce technical drawings. Uses Computer-Aided Manufacturing (CAM) software to generate toolpaths and machine programs for various computer-controlled manufacturing equipment, including CNC milling machines, CNC lathes, and wire electrical discharge machining (Wire EDM) systems.
  • Fabricates new equipment and modifies existing instrumentation to precision tolerances of up to 0.0001 inch, as required by research applications. Selects appropriate materials and manufacturing processes based on design, performance, and application requirements. Operates and maintains a broad range of Instrument Shop equipment used in the fabrication of research instrumentation, including CNC machining centers, CNC lathes, manual machine tools, and other precision fabrication equipment.
  • Collaborates with faculty, scientists, researchers, and students to design and develop prototypes, scientific instrumentation, tooling, fixtures, and specialized research equipment. Develops manufacturing strategies and provides technical expertise throughout the design and fabrication process. Trains technical staff and other personnel in the programming, operation, and safe use of CNC machining centers, wire electrical discharge machining (Wire EDM) systems, and other advanced manufacturing equipment.
  • Collaborates with faculty and instructional staff to design, develop, fabricate, and support classroom laboratory experiments, instructional apparatus, and lecture demonstration equipment for Physics and Astronomy courses. Diagnoses and repairs scientific and instructional instrumentation. Maintains required safety training and certifications and ensures compliance with applicable university, state, and federal safety policies and procedures.
  • Responsible for the safe operation, maintenance, and stewardship of Physics Instrument Shop equipment. Performs routine preventive maintenance, troubleshooting, calibration, and repair of machine tools and fabrication equipment to ensure reliable operation and minimize downtime. Maintains anodizing, surface finishing, and other plating systems as needed, ensuring compliance with applicable environmental, health, and safety regulations and established operating procedures.

Qualifications
Bachelor's degree; or a high school diploma or equivalent and four years of experience. (Note: post high-school education and/or experience may substitute at a comparable rate.)
University Information
One of the nation's elite research universities, Florida State University preserves, expands, and disseminates knowledge in the sciences, technology, arts, humanities, and professions, while embracing a philosophy of learning strongly rooted in the traditions of the liberal arts and critical thinking. Founded in 1851, Florida State University is the oldest continuous site of higher education in Florida. FSU is a community steeped in tradition that fosters research and encourages creativity. At FSU, there's the excitement of being part of a vibrant academic and professional community, surrounded by people whose ideas are shaping tomorrow's news!
Learn more about Florida State University and our campuses .
Anticipated Salary Range
Anticipated starting salary for the position is in the mid-$40,000s to mid-$50,000s.
FSU Total Rewards
FSU offers a robust Total Rewards package. Visit our FSU Total Rewards website to learn more about our Compensation, Benefits, Wellness, Recognition, and Employee Development programs.
Use our FSU Total Compensation Calculato r to calculate Total Compensation options based on potential salary, benefits and retirement contributions, earned leave, and other employment-related perks.
How To Apply
If qualified and interested in a specific job opening as advertised, apply through the FSU Careers site (jobs.fsu.edu). If you are a current FSU employee, apply through myFSU Self Service.
Applicants are required to complete the online application with all applicable information. Applications must include all work history up to ten years, and education details even if attaching a resume.
Veterans' Preference
Certain service members and veterans, and the spouses and family members of such service members and veterans, Certain service members and veterans, and the spouses and family members of such service members and veterans, receive preference and priority, and certain service members may be eligible to receive waivers for post secondary educational requirements, in employment by the state and its political subdivisions and are encouraged to apply for the positions being filled. Veterans' Preference applies to University Support Personnel System (USPS) positions only.
IMPORTANT: To claim Veterans' Preference, select "yes" to the question on the application questionnaire and upload a DD-214 (or equivalent), the Veterans' Preference Certification form, and other documentation if applicable with your online application before midnight of the position closing date.
Click the links for Veterans' Preference eligibility requirements and Veterans' Preference required documentation (PDF) , or call FSU Human Resources at (850) 644-6034 .
Considerations
This is an USPS (University Support Personnel System) position.
This position requires successful completion of a criminal history background check .
Equal Employment Opportunity
FSU is an Equal Employment Opportunity Employer.

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About Florida State University

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One of the nation's elite research universities, Florida State University preserves, expands, and disseminates knowledge in the sciences, technology, arts, humanities, and professions, while embracing a philosophy of learning strongly rooted in the traditions of the liberal arts and critical thinking. Founded in 1851, Florida State University is the oldest continuous site of higher education in Florida. FSU is a community steeped in tradition that fosters research, encourages creativity, and embraces diversity. At FSU, there's the excitement of being part of a vibrant academic and professional community, surrounded by people whose ideas are shaping tomorrow's news!

Industry

Colleges, universities, and professional schools

Company size

10,000+ Employees

Headquarters location

Tallahassee, FL, US

Year founded

1851

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