Explain Collaborative Filtering In Machine Learning Jobs in Usa

• 
  
• Ensure a safe work environment for self and others. Follows all safety rules and regulations. Demonstrate commitment to safety program.
  
• Review and follow work instruction, management system procedures and standard operating documents.
  
• Run CNC and manual machines, and hand held tools.
  
• Inspect parts and identify defects and non-conformities. Notify supervisor/lead of non-conformance parts immediately.
  
• Adjust machine settings with assistance when necessary.
  
• Consistently and accurately complete all related paperwork/documentation. For example, inspection reports, part counts, scrap tags, material tags, etc.
  
• Monitor fluids in machine and coolant flow in machine.
  
• Utilizes the 5-S principles (sort, set in order, shine, standardize, and sustain) to maintain an orderly, clean and safe work area.
  
• Regularly meet or exceed efficiency requirements.
  
• Produce parts that meet the Company's quality standards.
  
• Actively participates in CIP events to improve the safety, quality, and efficiencies of our current processes and procedures.
  
• Support and positively contribute to a culture of continuous improvement.
  
• Work at a consistent and steady pace, be prepared to work each day, and report to assigned work center in a punctual manner.
  
• Communicates with supervisor and co-workers in a professional manner
  
• Ensure work center is prepared for the next operator. This includes cleanliness, organization, supporting documentation.
  
• Promote a positive atmosphere. Actively support activities that promote the welfare and morale of TEAM employees.
  
• Will be required to perform other duties as requested, directed or assigned.
  

• 
  
• High school diploma or Equivalent
  
• Manufacturing experience desired but not required
  

• 
  
• Mechanical aptitude
  
• Basic Math skills, must have a working knowledge of decimals
  
• Ability to read measuring instruments
  
• Ability to read and follow work instructions
  
• Must be detail oriented, with the ability to recognize defects and non-conformities
  
• Ability to work with limited supervision
  
• Regular attendance
  

• OJT for Machining Operator I

• 
  
• Ability to frequently lift and/or move up to 20 lbs, occasionally lift and/or move up to 33 lbs., rarely lifting up to 50 lbs.
  
• Ability to stand up to 100% of shift
  
• Ability to do repetitive movements (i.e. bending, twisting, walking)
  
• Able to continuously operate at a minimum of 3 hours
  

Overview

Georgia Tech prides itself on its technological resources, collaborations, high-quality student body, and its commitment to building an outstanding and diverse community of learning, discovery, and creation. We strongly encourage applicants whose values align with our institutional values, as outlined in our Strategic Plan. These values include academic excellence, diversity of thought and experience, inquiry and innovation, collaboration and community, and ethical behavior and stewardship. Georgia Tech has policies to promote a healthy work-life balance and is aware that attracting faculty may require meeting the needs of two careers.

About Georgia Tech

Georgia Tech is a top-ranked public research university situated in the heart of Atlanta, a diverse and vibrant city with numerous economic and cultural strengths. The Institute serves more than 45,000 students through top-ranked undergraduate, graduate, and executive programs in engineering, computing, science, business, design, and liberal arts. Georgia Tech's faculty attracted more than $1.4 billion in research awards this past year in fields ranging from biomedical technology to artificial intelligence, energy, sustainability, semiconductors, neuroscience, and national security. Georgia Tech ranks among the nation's top 20 universities for research and development spending and No. 1 among institutions without a medical school.

Georgia Tech's mission is to develop leaders who advance technology and improve the human condition. The Institute has nine key values that are foundational to everything we do:

1. Students are our top priority.
2. We strive for excellence.
3. We thrive on diversity.
4. We celebrate collaboration.
5. We champion innovation.
6. We safeguard freedom of inquiry and expression.
7. We nurture the wellbeing of our community.
8. We act ethically.
9. We are responsible stewards.

Over the next decade, Georgia Tech will become an example of inclusive innovation, a leading technological research university of unmatched scale, relentlessly committed to serving the public good; breaking new ground in addressing the biggest local, national, and global challenges and opportunities of our time; making technology broadly accessible; and developing exceptional, principled leaders from all backgrounds ready to produce novel ideas and create solutions with real human impact.

About the School of Mathematics at the Georgia Institute of Technology

The School of Mathematics instruct students from across campus, including undergraduate and graduate students. Its faculty carry out research in a wide variety of Mathematical Sciences. They are key players in several cross-disciplinary institutes, centers, and programs at Georgia Tech, including Georgia Tech AI4Science Center, and PhD programs in Algorithms, Combinatorics, and Optimization (ACO), Computational Science and Engineering (CSE), Bioinformatics, Quantitative Bioscience (QBioS), and Machine Learning ( ).

Atlanta, GA

The School of Mathematics at the Georgia Institute of Technology invites applications for one postdoctoral research position in the mathematical foundations of Artificial Intelligence for Science for Fall 2026. The position consists of an annually renewable three-year research and teaching appointment as a Visiting Assistant Professor in the School of Mathematics and the position includes research funding. Candidates are expected to demonstrate an exceptional commitment to the teaching and mentoring of students.

Georgia Tech prides itself on its technological resources, collaborations, high-quality student body, and its commitment to building an outstanding and diverse community of learning, discovery, and creation. We strongly encourage applicants whose values align with our institutional values, as outlined in our Strategic Plan. These values include academic excellence, diversity of thought and experience, inquiry and innovation, collaboration and community, and ethical behavior and stewardship.

Responsibilities include developing an international level research program aligned with the mission of Georgia Tech AI4Science Center; collaborating across the university in research and grant efforts; teaching undergraduate and/or graduate courses in School of Math; and actively participating in the operation of Georgia Tech AI4Science Center.

A PhD or its equivalent in the Mathematical Sciences, granted not more than 5 years prior the start of the appointment. An earned doctorate is required by the start of the appointment.

(1) potential to carry out research of exceptional quality at Georgia Tech; (2) research interests complementary to existing strengths in the School of Mathematics and the mission of Georgia Tech AI4Science Center; (3) strong potential for external funding; (4) the ability in teaching in School of Math, scholarship, and/or service that contributes to the Student Success Criteria listed below. Consistent with these priorities, candidates with a strong interest in the mathematical foundations of AI4Science will be considered in all areas of Pure and Applied Mathematics and Statistics.

Student Success Criteria
The ability to teach and mentor a student body.
The ability to adopt teaching strategies that support the learning and success of all students.

Applications must consist of i) a cover letter expressing interest in the position and in AI4Science, ii) curriculum vitae, including a list of publications, iii) a research statement including a summary of future research plans, iv) evidence of teaching interest, abilities, and related experience summarized in a teaching statement, and v) a list of at least four letters of reference, including a teaching letter of reference.

For additional information about this job opening, please contact

The University System of Georgia is comprised of our 26 institutions of higher education and learning as well as the System Office. Our USG Statement of Core Values are Integrity, Excellence, Accountability, and Respect. These values serve as the foundation for all that we do as an organization, and each USG community member is responsible for demonstrating and upholding these standards. More details on the USG Statement of Core Values and Code of Conduct are available in USG Board Policy 8.2.18.1.2 and can be found on-line at policymanual/section8/C224/#p8.2.18_personnel_conduct.

Additionally, USG supports Freedom of Expression as stated in Board Policy 6.5 Freedom of Expression and Academic Freedom found on-line at policymanual/section6/C2653.

The Georgia Institute of Technology (Georgia Tech) is an Equal Employment Opportunity Employer. The Institute is committed to maintaining a fair and respectful environment for all. To that end, and in accordance with federal and state law, Board of Regents policy, and Institute policy, Georgia Tech provides equal opportunity to all faculty, staff, students, and all other members of the Georgia Tech community, including applicants for admission and/or employment, contractors, volunteers, and participants in institutional programs, activities, or services. Georgia Tech complies with all applicable laws and regulations governing equal opportunity in the workplace and in educational activities.
Equal opportunity and decisions based on merit are fundamental values of the University System of Georgia (USG) and Georgia Tech. Georgia Tech prohibits discrimination, including discriminatory harassment, on the basis of an individuals race, ethnicity, ancestry, color, religion, sex (including pregnancy), national origin, age, disability, genetics, or veteran status in its programs, activities, employment, and admissions. Further, Georgia Tech prohibits citizenship status, immigration status, and national origin discrimination in hiring, firing, and recruitment, except where such restrictions are required in order to comply with law, regulation, executive order, or Attorney General directive, or where they are required by Federal, State, or local government contract.

This is not a supervisory position.
This position does not have any financial responsibilities.
This position will not be required to drive.
This role is not considered a position of trust.
This position does not require a purchasing card (P-Card).
This position will not travel
This position does not require security clearance.

The candidate of choice will be required to pass a preemployment background screening. employment/pre-employment-screening.

Overview

Georgia Tech is a top-ranked public research university situated in the heart of Atlanta, a diverse and vibrant city with numerous economic and cultural strengths. The Institute serves more than 45,000 students through top-ranked undergraduate, graduate, and executive programs in engineering, computing, science, business, design, and liberal arts. Georgia Tech's faculty attracted more than $1.4 billion in research awards this past year in fields ranging from biomedical technology to artificial intelligence, energy, sustainability, semiconductors, neuroscience, and national security. Georgia Tech ranks among the nation's top 20 universities for research and development spending and No. 1 among institutions without a medical school.

Georgia Tech's Mission and Values

Georgia Tech's mission is to develop leaders who advance technology and improve the human condition. The Institute has nine key values that are foundational to everything we do:

1. Students are our top priority.
2. We strive for excellence.
3. We thrive on diversity.
4. We celebrate collaboration.
5. We champion innovation.
6. We safeguard freedom of inquiry and expression.
7. We nurture the wellbeing of our community.
8. We act ethically.
9. We are responsible stewards.

Over the next decade, Georgia Tech will become an example of inclusive innovation, a leading technological research university of unmatched scale, relentlessly committed to serving the public good; breaking new ground in addressing the biggest local, national, and global challenges and opportunities of our time; making technology broadly accessible; and developing exceptional, principled leaders from all backgrounds ready to produce novel ideas and create solutions with real human impact.

About the School of Mathematics at the Georgia Institute of Technology

The School of Mathematics instruct students from across campus, including undergraduate and graduate students. Its faculty carry out research in a wide variety of Mathematical Sciences. They are key players in several cross-disciplinary institutes, centers, and programs at Georgia Tech, including PhD programs in Algorithms, Combinatorics, and Optimization (ACO), Computational Science and Engineering (CSE), Bioinformatics, Quantitative Bioscience (QBioS), and Machine Learning ( ).

Atlanta, GA

The School of Mathematics at the Georgia Institute of Technology invites applications for several
non-tenure track Hale Assistant Professorships to begin in Fall 2026, though pending administrative approval- an appointment may begin sooner as well. The position consists of an annually renewable three-year research and teaching appointment as a Visiting Assistant Professor in the School. In addition to a reduced teaching load in the first year, the position includes research funding. Candidates are expected to demonstrate an exceptional commitment to the teaching and mentoring of students.

Georgia Tech prides itself on its technological resources, collaborations, high-quality student body, and its commitment to building an outstanding and diverse community of learning, discovery, and creation. We strongly encourage applicants whose values align with our institutional values, as outlined in our Strategic Plan. These values include academic excellence, diversity of thought and experience, inquiry and innovation, collaboration and community, and ethical behavior and stewardship.

Responsibilities include developing an international level research program; collaborating across the university in research and grant efforts; teaching undergraduate and/or graduate courses.

A PhD or its equivalent in the Mathematical Sciences, granted not more than 5 years prior the start of the appointment. An earned doctorate is required by the start of the appointment.

(1) potential to carry out research of exceptional quality at Georgia Tech; (2) research interests complementary to existing strengths in the School of Mathematics; (3) strong potential for external funding; (4) the ability in teaching, scholarship, and/or service that contributes to the Institute's Student Success Criteria. Consistent with these priorities, candidates will be considered in all areas of Pure and Applied Mathematics and Statistics.

Applications must consist of i) a cover letter expressing interest in the position, ii) curriculum vitae, including a list of publications, iii) a research statement including a summary of future research plans, iv) evidence of teaching interest, abilities, and related experience summarized in a teaching statement, and v) a list of at least four letters of reference, including a teaching letter of reference. Successful applicants will be expected to interact with one or more current Georgia Tech faculty members and those with whom an applicant might work should be named in the cover letter. Applications will be considered beginning November 1, 2025, but the search will continue until the positions are filled

For additional information about this job opening, please contact

The University System of Georgia is comprised of our 26 institutions of higher education and learning as well as the System Office. Our USG Statement of Core Values are Integrity, Excellence, Accountability, and Respect. These values serve as the foundation for all that we do as an organization, and each USG community member is responsible for demonstrating and upholding these standards. More details on the USG Statement of Core Values and Code of Conduct are available in USG Board Policy 8.2.18.1.2 and can be found on-line at policymanual/section8/C224/#p8.2.18_personnel_conduct.

Additionally, USG supports Freedom of Expression as stated in Board Policy 6.5 Freedom of Expression and Academic Freedom found on-line at policymanual/section6/C2653.

The Georgia Institute of Technology (Georgia Tech) is an Equal Employment Opportunity Employer. The Institute is committed to maintaining a fair and respectful environment for all. To that end, and in accordance with federal and state law, Board of Regents policy, and Institute policy, Georgia Tech provides equal opportunity to all faculty, staff, students, and all other members of the Georgia Tech community, including applicants for admission and/or employment, contractors, volunteers, and participants in institutional programs, activities, or services. Georgia Tech complies with all applicable laws and regulations governing equal opportunity in the workplace and in educational activities.

Equal opportunity and decisions based on merit are fundamental values of the University System of Georgia (USG) and Georgia Tech. Georgia Tech prohibits discrimination, including discriminatory harassment, on the basis of an individuals race, ethnicity, ancestry, color, religion, sex (including pregnancy), national origin, age, disability, genetics, or veteran status in its programs, activities, employment, and admissions. Further, Georgia Tech prohibits citizenship status, immigration status, and national origin discrimination in hiring, firing, and recruitment, except where such restrictions are required in order to comply with law, regulation, executive order, or Attorney General directive, or where they are required by Federal, State, or local government contract.

This is not a supervisory position.
This position does not have any financial responsibilities.
This position will not be required to drive.
This role is not considered a position of trust.
This position does not require a purchasing card (P-Card).
This position will not travel
This position does not require security clearance.

The candidate of choice will be required to pass a preemployment background screening. employment/pre-employment-screening.

About Georgia Tech

Georgia Tech is a top-ranked public research university situated in the heart of Atlanta, a diverse and vibrant city with numerous economic and cultural strengths. The Institute serves more than 45,000 students through top-ranked undergraduate, graduate, and executive programs in engineering, computing, science, business, design, and liberal arts. Georgia Tech's faculty attracted more than $1.4 billion in research awards this past year in fields ranging from biomedical technology to artificial intelligence, energy, sustainability, semiconductors, neuroscience, and national security. Georgia Tech ranks among the nation's top 20 universities for research and development spending and No. 1 among institutions without a medical school.

Georgia Tech's Mission and Values

Georgia Tech's mission is to develop leaders who advance technology and improve the human condition. The Institute has nine key values that are foundational to everything we do:

1. Students are our top priority.

2. We strive for excellence.

3. We thrive on diversity.

4. We celebrate collaboration.

5. We champion innovation.

6. We safeguard freedom of inquiry and expression.

7. We nurture the wellbeing of our community.

8. We act ethically.

9. We are responsible stewards.

Over the next decade, Georgia Tech will become an example of inclusive innovation, a leading technological research university of unmatched scale, relentlessly committed to serving the public good; breaking new ground in addressing the biggest local, national, and global challenges and opportunities of our time; making technology broadly accessible; and developing exceptional, principled leaders from all backgrounds ready to produce novel ideas and create solutions with real human impact.

About the School of Physics at the Georgia Institute of Technology

The School of Physics at Georgia Tech currently has 56 academic faculty, and its graduate program is ranked 21st in the nation by US News and World Report. The School has a broad research program with strengths in astrophysics, condensed matter, atomic, molecular, theoretical physics, and optical physics, physics of living systems, nonlinear science and soft matter physics. The School is also a key player in interdisciplinary initiatives established within Georgia Tech, such as quantum systems, neuroscience, microbial dynamics, planetary sciences, and data science/machine learning. Its student body comprises more than 156 graduate students (Ph.D and Masters) and over 240 undergraduate majors.

Atlanta, GA

The Otte group ( ) at the School of Physics and the Center for Relativistic Astrophysics (CRA) at the Georgia Institute of Technology invites applications for a postdoctoral position to work on the Trinity Neutrino Observatory, a next-generation experiment designed to detect ultra-high-energy neutrinos using air-shower imaging telescopes.

Trinity targets earth-skimming tau neutrinos above ~1 PeV through imaging of upward-going air showers near the horizon. The first phase of the project, the Trinity Demonstrator, is ongoing and has been in its physics data-taking phase for over a year, providing a timely opportunity to lead analyses while helping define the next stage of the experiment.

This is a full-time position, 40 hours weekly.

Georgia Tech prides itself on its technological resources, collaborations, high-quality student body, and its commitment to building an outstanding community of learning, discovery, and creation. We strongly encourage applicants whose values align with our institutional values. These values include academic excellence, freedom of expression and inquiry, innovation, collaboration, and ethical behavior and stewardship. Georgia Tech has policies to promote a healthy work-life balance and is aware that attracting faculty may require meeting the needs of two careers.

We seek a highly motivated candidate to play a central role in advancing Trinity's analysis and simulation program. The successful candidate will:

Lead the Monte Carlo simulation framework and analysis software development.

Lead analyses of Demonstrator data and drive publication efforts.

Help define the science reach, sensitivity projections, and performance requirements of Trinity One.

In addition, the candidate is expected to develop a strong and visible research program that connects Trinity's neutrino observations with the broader multi-messenger landscape, including gamma-ray, gravitational-wave, and cosmic-ray observatories.

Applicants must have:

• A Ph.D. in Astroparticle Physics, High-Energy Physics, Astrophysics, or a closely related field.

• Substantial experience in simulation and data analysis.

• Demonstrated ability to work independently within a collaborative research environment.

• Experience with air-shower simulations, neutrino physics, statistical inference, detector modeling, or large-scale computing frameworks is highly desirable.

Student Success Criteria

* The ability to promote a welcoming educational/work environment

* The ability to engage students in experiential learning activities and pedagogy that support student success

Applicants should submit:

• Cover letter

• Statement of research interests (maximum two pages)

• Curriculum vitae including publication list

• Names and contact information for three references

Application materials should be submitted as a PDF files only via Georgia Techs Careers portal, Job ID 295470

Applications and inquiries should be sent to:

Subject line: PDocSearch

The University System of Georgia is comprised of our 25 institutions of higher education and learning as well as the System Office. Our USG Statement of Core Values are Integrity, Excellence, Accountability, and Respect. These values serve as the foundation for all that we do as an organization, and each USG community member is responsible for demonstrating and upholding these standards. More details on the USG Statement of Core Values and Code of Conduct are available in USG Board Policy 8.2.18.1.2 and can be found on-line at policymanual/section8/C224/#p8.2.18_personnel_conduct.

Additionally, USG supports Freedom of Expression as stated in Board Policy 6.5 Freedom of Expression and Academic Freedom found on-line at policymanual/section6/C2653.

The Georgia Institute of Technology (Georgia Tech) is an Equal Employment Opportunity Employer. The Institute is committed to maintaining a fair and respectful environment for all. To that end, and in accordance with federal and state law, Board of Regents policy, and Institute policy, Georgia Tech provides equal opportunity to all faculty, staff, students, and all other members of the Georgia Tech community, including applicants for admission and/or employment, contractors, volunteers, and participants in institutional programs, activities, or services. Georgia Tech complies with all applicable laws and regulations governing equal opportunity in the workplace and in educational activities.

Equal opportunity and decisions based on merit are fundamental values of the University System of Georgia ("USG") and Georgia Tech. Georgia Tech prohibits discrimination, including discriminatory harassment, on the basis of an individual's race, ethnicity, ancestry, color, religion, sex (including pregnancy), national origin, age, disability, genetics, or veteran status in its programs, activities, employment, and admissions. Further, Georgia Tech prohibits citizenship status, immigration status, and national origin discrimination in hiring, firing, and recruitment, except where such restrictions are required in order to comply with law, regulation, executive order, or Attorney General directive, or where they are required by Federal, State, or local government contract.

This is not a supervisory position.
This position does not have any financial responsibilities.
This position will not be required to drive.
This role is not considered a position of trust.
This position does not require a purchasing card (P-Card).
This position will not travel
This position does not require security clearance.

The initial appointment is for one year, with the possibility of extension for up to five years, contingent upon positive performance review and availability of funding.

We will start of reviewing applications: April 15th, 2026.

Projected start date: August 1, 2026.

The candidate of choice will be required to pass a pre-employment background screening. employment/pre-employment-screening

Georgia Tech is a top-ranked public research university situated in the heart of Atlanta, a diverse and vibrant city with numerous economic and cultural strengths. The Institute serves more than 45,000 students through top-ranked undergraduate, graduate, and executive programs in engineering, computing, science, business, design, and liberal arts. Georgia Tech's faculty attracted more than $1.4 billion in research awards this past year in fields ranging from biomedical technology to artificial intelligence, energy, sustainability, semiconductors, neuroscience, and national security. Georgia Tech ranks among the nation's top 20 universities for research and development spending and No. 1 among institutions without a medical school.

Georgia Tech's Mission and Values

Georgia Tech's mission is to develop leaders who advance technology and improve the human condition. The Institute has nine key values that are foundational to everything we do:

1. Students are our top priority.
2. We strive for excellence.
3. We thrive on diversity.
4. We celebrate collaboration.
5. We champion innovation.
6. We safeguard freedom of inquiry and expression.
7. We nurture the wellbeing of our community.
8. We act ethically.
9. We are responsible stewards.

Over the next decade, Georgia Tech will become an example of inclusive innovation, a leading technological research university of unmatched scale, relentlessly committed to serving the public good; breaking new ground in addressing the biggest local, national, and global challenges and opportunities of our time; making technology broadly accessible; and developing exceptional, principled leaders from all backgrounds ready to produce novel ideas and create solutions with real human impact.

About the School of Mathematics at the Georgia Institute of Technology

The School of Mathematics instruct students from across campus, including undergraduate and graduate students. Its faculty carry out research in a wide variety of Mathematical Sciences. They are key players in several cross-disciplinary institutes, centers, and programs at Georgia Tech, including PhD programs in Algorithms, Combinatorics, and Optimization (ACO), Computational Science and Engineering (CSE), Bioinformatics, Quantitative Bioscience (QBioS), and Machine Learning ( ).

Atlanta, GA

The School of Mathematics at the Georgia Institute of Technology invites applications for several postdoctoral research positions in the Mathematical Sciences for Fall 2026, though pending administrative approval- an appointment may begin sooner as well. The position consists of an annually renewable three-year research and teaching appointment as a Visiting Assistant Professor in the School and the position includes research funding. Candidates are expected to demonstrate an exceptional commitment to the teaching and mentoring of students.

Georgia Tech prides itself on its technological resources, collaborations, high-quality student body, and its commitment to building an outstanding and diverse community of learning, discovery, and creation. We strongly encourage applicants whose values align with our institutional values, as outlined in our Strategic Plan. These values include academic excellence, thought and experience, inquiry and innovation, collaboration and community, and ethical behavior and stewardship.

Responsibilities include developing an international level research program; collaborating across the university in research and grant efforts; teaching undergraduate and/or graduate courses.

A PhD or its equivalent in the Mathematical Sciences, granted not more than 5 years prior the start of the appointment, is required for this position. An earned doctorate is required by the start of the appointment.

1) potential to carry out research of exceptional quality at Georgia Tech; (2) research interests complementary to existing strengths in the School of Mathematics; (3) strong potential for external funding; (4) the ability in teaching, scholarship, and/or service that contributes to the Institute's Student Success Criteria. Consistent with these priorities, candidates will be considered in all areas of Pure and Applied Mathematics and Statistics.

Applications must consist of i) a cover letter expressing interest in the position, ii) curriculum vitae, including a list of publications, iii) a research statement including a summary of future research plans, iv) evidence of teaching interest, abilities, and related experience summarized in a teaching statement, and v) a list of at least four letters of reference, including a teaching letter of reference. Successful applicants will be expected to interact with one or more current Georgia Tech faculty members and those with whom an applicant might work should be named in the cover letter. Applications will be considered beginning November 1, 2025, but the search will continue until the positions are filled.

For additional information about this job opening, please contact

The University System of Georgia is comprised of our 26 institutions of higher education and learning as well as the System Office. Our USG Statement of Core Values are Integrity, Excellence, Accountability, and Respect. These values serve as the foundation for all that we do as an organization, and each USG community member is responsible for demonstrating and upholding these standards. More details on the USG Statement of Core Values and Code of Conduct are available in USG Board Policy 8.2.18.1.2 and can be found on-line at policymanual/section8/C224/#p8.2.18_personnel_conduct.

Additionally, USG supports Freedom of Expression as stated in Board Policy 6.5 Freedom of Expression and Academic Freedom found on-line at policymanual/section6/C2653.

The Georgia Institute of Technology (Georgia Tech) is an Equal Employment Opportunity Employer. The Institute is committed to maintaining a fair and respectful environment for all. To that end, and in accordance with federal and state law, Board of Regents policy, and Institute policy, Georgia Tech provides equal opportunity to all faculty, staff, students, and all other members of the Georgia Tech community, including applicants for admission and/or employment, contractors, volunteers, and participants in institutional programs, activities, or services. Georgia Tech complies with all applicable laws and regulations governing equal opportunity in the workplace and in educational activities.

Equal opportunity and decisions based on merit are fundamental values of the University System of Georgia (USG) and Georgia Tech. Georgia Tech prohibits discrimination, including discriminatory harassment, on the basis of an individuals race, ethnicity, ancestry, color, religion, sex (including pregnancy), national origin, age, disability, genetics, or veteran status in its programs, activities, employment, and admissions. Further, Georgia Tech prohibits citizenship status, immigration status, and national origin discrimination in hiring, firing, and recruitment, except where such restrictions are required in order to comply with law, regulation, executive order, or Attorney General directive, or where they are required by Federal, State, or local government contract.

This is not a supervisory position.
This position does not have any financial responsibilities.
This position will not be required to drive.
This role is not considered a position of trust.
This position does not require a purchasing card (P-Card).
This position will not travel.
This position does not require security clearance.

The candidate of choice will be required to pass a preemployment background screening. employment/pre-employment-screening.

About Georgia Tech

Georgia Tech is a top-ranked public research university situated in the heart of Atlanta, a diverse and vibrant city with numerous economic and cultural strengths. The Institute serves more than 45,000 students through top-ranked undergraduate, graduate, and executive programs in engineering, computing, science, business, design, and liberal arts. Georgia Tech's faculty attracted more than $1.4 billion in research awards this past year in fields ranging from biomedical technology to artificial intelligence, energy, sustainability, semiconductors, neuroscience, and national security. Georgia Tech ranks among the nation's top 20 universities for research and development spending and No. 1 among institutions without a medical school.

Georgia Tech's Mission and Values

Georgia Tech's mission is to develop leaders who advance technology and improve the human condition. The Institute has nine key values that are foundational to everything we do:

Students are our top priority.

We strive for excellence.

We thrive on diversity.

We celebrate collaboration.

We champion innovation.

We safeguard freedom of inquiry and expression.

We nurture the wellbeing of our community.

We act ethically.

We are responsible stewards.

Over the next decade, Georgia Tech will become an example of inclusive innovation, a leading technological research university of unmatched scale, relentlessly committed to serving the public good; breaking new ground in addressing the biggest local, national, and global challenges and opportunities of our time; making technology broadly accessible; and developing exceptional, principled leaders from all backgrounds ready to produce novel ideas and create solutions with real human impact.

Atlanta, GA

The Finance Area consists of eleven tenure-track faculty members and includes one endowed chair. Faculty members have diverse backgrounds and pursue a variety of research interests, including asset pricing, corporate finance, banking, household finance, labor finance, FinTech, and machine learning. They publish in the premier outlets of finance and adjacent fields, and their research has received numerous scholarly awards. Additional information about our faculty can be found at . Through the Financial Service Innovation Lab (), the finance area collaborates with many companies and has access to several proprietary datasets. Finally, the finance area hosts two major conferences annually: the AI and Future of Finance Conference and the Georgia Tech - Atlanta Fed Household Finance Conference.

About Scheller College of Business
Established over a century ago, the Georgia Tech Scheller College of Business is a leader in education, research, and inclusive innovation with the goal of advancing business and improving the human condition. Strategically positioned at the intersection of business and technology, Scheller is committed to cultivating ethical leaders who create value for business and society.

The College is located in the heart of Midtown Atlanta's Technology Square, an area with the highest density of startups, corporate innovators, and academic researchers in the southeastern U.S. Through top-ranked career services and an expansive alumni network, Scheller connects students to the world's most innovative companies not just in Atlanta, but around the world.

The College offers AACSB-accredited bachelor's, master's, and doctoral degrees in business, along with Graduate Certificate and Executive Education programs. The College manages its broad portfolio and research under eight academic areas: Accounting, Finance, Information Technology Management, Law and Ethics, Marketing, Operating Management, Organizational Behavior, and Strategy and Innovation.

The Scheller College of Business at the Georgia Institute of Technology in Atlanta, Georgia is seeking tenure-track faculty candidates at the rank of Assistant Professor of Finance. Candidates are expected to demonstrate an exceptional commitment to the teaching and mentoring of students.

Georgia Tech prides itself on its technological resources, collaborations, high-quality student body, and its commitment to building an outstanding and diverse community of learning, discovery, and creation. We strongly encourage applicants whose values align with our institutional values, as outlined in our Strategic Plan. These values include academic excellence, diversity of thought and experience, inquiry and innovation, collaboration and community, and ethical behavior and stewardship. Georgia Tech has policies to promote a healthy work-life balance and is aware that attracting faculty may require meeting the needs of two careers.

The Scheller College of Business at the Georgia Institute of Technology in Atlanta, Georgia seeks applications to fill an Assistant Professor of Finance position in the Finance Area.

Job responsibilities: The primary duties will be to conduct research, teach at the undergraduate and graduate level, and provide service to the College, the Institute, and the finance profession.

The minimum requirements are a Ph.D. in Finance or related areas (candidates must have their Ph.D. completed no later than July 1, 2026).

Resume and/or CV, including education, research interests/publications, work experience, and other relevant information

Cover letter

One or more research papers.

Three letters of recommendation with your name in the filename (e.g., "Smith John") Letter of Recommendation.pdf). Please make sure your name also appears in the body of the recommendation letter. Your letter writers should submit the confidential letters of recommendation to: .

For advanced assistant professors, please submit names and contact information of three to five references. Only references for the top candidates will be requested.

Applicationsshouldbesentnolaterthan March 10, 2026. Initial screening of applications will begin immediately. Please submit questions to .

Requests for information may be directed to . A background check must be completed prior to beginning employment. Correspondence should be addressed to the Chair of Finance Recruiting Committee.

The University System of Georgia is comprised of our 25 institutions of higher education and learning as well as the System Office. Our USG Statement of Core Values are Integrity, Excellence, Accountability, and Respect. These values serve as the foundation for all that we do as an organization, and each USG community member is responsible for demonstrating and upholding these standards. More details on the USG Statement of Core Values and Code of Conduct are available in USG Board Policy 8.2.18.1.2 and can be found on-line at policymanual/section8/C224/#p8.2.18_personnel_conduct.

Additionally, USG supports Freedom of Expression as stated in Board Policy 6.5 Freedom of Expression and Academic Freedom found on-line at policymanual/section6/C2653.

The Georgia Institute of Technology (Georgia Tech) is an Equal Employment Opportunity Employer. The Institute is committed to maintaining a fair and respectful environment for all. To that end, and in accordance with federal and state law, Board of Regents policy, and Institute policy, Georgia Tech provides equal opportunity to all faculty, staff, students, and all other members of the Georgia Tech community, including applicants for admission and/or employment, contractors, volunteers, and participants in institutional programs, activities, or services. Georgia Tech complies with all applicable laws and regulations governing equal opportunity in the workplace and in educational activities.

Equal opportunity and decisions based on merit are fundamental values of the University System of Georgia ("USG") and Georgia Tech. Georgia Tech prohibits discrimination, including discriminatory harassment, on the basis of an individual's race, ethnicity, ancestry, color, religion, sex (including pregnancy), national origin, age, disability, genetics, or veteran status in its programs, activities, employment, and admissions. Further, Georgia Tech prohibits citizenship status, immigration status, and national origin discrimination in hiring, firing, and recruitment, except where such restrictions are required in order to comply with law, regulation, executive order, or Attorney General directive, or where they are required by Federal, State, or local government contract.

This is not a supervisory position.
This position does not have any financial responsibilities.
This position will not be required to drive.
This role is not considered a position of trust.
This position does not require a purchasing card (P-Card).
This position will not travel
This position does not require security clearance.

Successful candidate must be able to pass a background check. Please visit employment/pre-employment-screening

Nosis Bio is a well-funded biotech startup exclusively focused on cell-specific delivery of RNA therapeutics. We are an all-scientist team of biologists, chemists, and machine learning experts that believe targeted extrahepatic delivery is the only thing preventing RNA therapies from becoming the standard-of-care for most chronic diseases. We combine deep expertise in receptor biology, generative AI, and high throughput in vivo data generation to exponentially accelerate the development of RNA therapeutics for new tissues. We are addressing a major unmet need across the industry and actively partner with pharmaceutical companies, research institutions, and biotech.

We are seeking a Technical Specialist / Research Associate to conduct in-vivo experiments to evaluate the pharmacokinetics (PK) and pharmacodynamics (PD) properties of therapeutic candidates. The successful candidate will have hands-on experience with in-vivo animal studies and will work closely with multidisciplinary teams to support various drug discovery projects.

• Perform in-vivo PK/PD studies in animal models, including intravenous (IV) and subcutaneous dose administration, blood sampling, tissue collection, and necropsy
• Ensure proper animal handling and dosing techniques, following established protocols and ethical guidelines.
• Assist in the execution of in-vivo studies to support the evaluation of drug properties
• Collect, organize, and document experimental data accurately and maintain laboratory records in compliance with company protocols and regulatory standards.
• Collaborate with cross-functional teams, including biology, chemistry, and translational science, to support project goals and timelines.
• Ensure compliance with all animal care and use guidelines, and follow company SOPs and safety protocols.

What we’re looking for:

• Ability to work on site in our lab spaces located in the California Bay Area – Research park at Marina Village (Alameda, CA) 
• Motivated and proactive with strong problem-solving skills.
• Team-oriented and open to collaboration across scientific disciplines.
• Title and track is dependent on academic and professional experience – we recruit diverse backgrounds including those with academic, non-profit, and industry experiences!

• General Requirement: AS or BS degree with 3+ yrs in vivo experience (industry or academia) and 1+ yrs industry (or similar) experience
• Ideal Qualifications: ALAT or equivalent certification

Open date: June 14, 2025

Most recent review date: Saturday, Jun 28, 2025 at 11:59pm (Pacific Time)

Applications received after this date will be reviewed by the search committee if the position has not yet been filled.

Final date: Thursday, Oct 1, 2026 at 11:59pm (Pacific Time)

Applications will continue to be accepted until this date, but those received after the review date will only be considered if the position has not yet been filled.

The College of Chemistry at the University of California, Berkeley invites applications for a pool of temporary instructors to assist in teaching graduate courses online for the Master of Molecular Science and Software Engineering (MSSE) Program, should an opening arise. Candidates will support the primary instructors assigned to the courses.

Disciplines where we are seeking lecturers in lieu of GSIs include:

• 
  
• Computational Chemistry
  
• Scientific Computing
  
• Bioinformatics
  
• Machine Learning/Deep Learning
  
• High Performance Computing
  
• Complex mathematical modeling and simulations
  
• Computational Quantum Chemistry
  
• Leadership, management, and entrepreneurship in a computational science company or organization
  

General Duties

Duties include assisting or leading lectures, leading or assisting in labs or discussions, and other activities customarily related to instructional assignments (i.e., grading assignments, submitting/maintaining student records, responding to student questions, tutoring students, holding regular office hours, course material preparation, attending relevant meetings, orientations, etc.).

The MSSE Program seeks candidates who can support the success of all students through inclusive curriculum, classroom environment, and pedagogy.

Program:

Union contract: resources/employment-policies-contracts/bargaining-units/non-senate-instructional/contract/

A bachelor's degree, or equivalent international degree, or enrolled in a bachelor's degree, or equivalent international degree, program.

A bachelor's degree, or equivalent international degree, and authorization to work in the U.S.

• 
  
• A master's degree, or equivalent international degree, in an area related to computational science, computational chemistry, bioinformatics, data science, high performance computing, mathematical modeling and simulations, or software engineering
  
• Proficiency in C++ and Python programming languages
  

• Curriculum Vitae - Your most recently updated C.V.

  
  

• Cover Letter (Optional)

  
  

• Statement of Teaching (Optional)

  
  

Help contact:

UC Berkeley is committed to diversity, equity, inclusion, and belonging in our public mission of research, teaching, and service, consistent with UC Regents Policy 4400 and University of California Academic Personnel policy (APM 210 1-d). These values are embedded in our Principles of Community, which reflect our passion for critical inquiry, debate, discovery and innovation, and our deep commitment to contributing to a better world. Every member of the UC Berkeley community has a role in sustaining a safe, caring and humane environment in which these values can thrive.

The University of California, Berkeley is an Equal Opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, age, or protected veteran status.

For more information, please refer to the University of California's Affirmative Action and Nondiscrimination in Employment Policy and the University of California's Anti-Discrimination Policy.

In searches when letters of reference are required all letters will be treated as confidential per University of California policy and California state law. Please refer potential referees, including when letters are provided via a third party (i.e., dossier service or career center), to the UC Berkeley statement of confidentiality prior to submitting their letter.

As a University employee, you will be required to comply with all applicable University policies and/or collective bargaining agreements, as may be amended from time to time. Federal, state, or local government directives may impose additional requirements.

Unless stated otherwise, unambiguously, in the position description, this position does not include sponsorship of a new consular H-1B visa petition that would require payment of the $100,000 supplemental fee.

As a condition of employment, the finalist will be required to disclose if they are subject to any final administrative or judicial decisions within the last seven years determining that they committed any misconduct.

• 
  
• "Misconduct" means any violation of the policies or laws governing conduct at the applicant's previous place of employment, including, but not limited to, violations of policies or laws prohibiting sexual harassment, sexual assault, or other forms of harassment or discrimination, as defined by the employer.
  
• UC Sexual Violence and Sexual Harassment Policy
  
• UC Anti-Discrimination Policy
  
• APM - 035: Affirmative Action and Nondiscrimination in Employment
  

Who We Are

The International Warehouse Logistics Association (IWLA) is a trade association dedicated to supporting warehouse logistics providers across North America. We are elevating our educational portfolio, modernizing our LMS and digital learning infrastructure, and building meaningful learning experiences that help members grow. Our team values collaboration, service, clarity, and continuous improvement.

Who We Seek

We are looking for an LMS & Curriculum Development Manager who is passionate about adult learning, digital learning systems, and creating high‑quality educational experiences for industry professionals. This role is ideal for someone who enjoys organizing complex content, working with subject matter experts, and building structured, scalable learning pathways. If you are service‑oriented, detail‑driven, and energized by supporting members and events, we want to hear from you!

What You Will Do

• Manage and optimize IWLA’s Learning Management System (LMS).
• Develop and maintain curriculum frameworks, learning pathways, and certificate programs.
• Collaborate with subject matter experts (SMEs) to source, review, and improve learning content.
• Lead the development of IWLA’s Essentials Certificate Program.
• Support educational programming for IWLA’s Annual Convention and live events.
• Assist in session planning, presenter support, and ensuring a positive member experience.
• Analyze LMS data to evaluate program effectiveness and implement improvements.
• Create structure, organize content, and uphold quality standards across all learning products.
• Stay current on adult learning practices, adult learning theory, and association education trends.

What You Will Need

• 3–5+ years of experience in adult learning, L&D, LMS administration, or digital learning operations.
• Hands-on experience managing or configuring an LMS (any platform).
• Strong understanding of adult learning theory and professional learning design.
• Experience collaborating with SMEs, speakers, or industry contributors.
• Excellent communication, organization, and judgment.
• Ability to manage multiple projects and meet deadlines with consistency.
• A service‑focused, team‑oriented approach to work.
• Bachelor’s degree in Education, Instructional Design, L&D, or related field preferred.
• Willingness to attend IWLA events and support onsite learning experiences.
• Bilingual candidates encouraged to apply.

What We Offer

• An engaging role shaping IWLA’s growing digital learning ecosystem.
• Opportunities to build and refine curriculum, certificates, and learning pathways.
• A collaborative, mission-driven team with support from IWLA leadership.
• Exposure to LMS platforms, adult learning strategy, SME relationships, and association education.
• No-cost health benefits, dental, vision, life, disability insurance, and employee assistance program.
• 401(k) matching and financial education resources.
• 22 Work From Home Days.
• Professional development support and opportunities for advancement.

Job Type & Compensation

Job Type: Full-time

Pay: $76,000 - $90,000

Expected Hours: 40 per week

Location: Schaumburg, IL (On-Site)

Travel: Up to 20% annually (Annual Convention + education events)

Benefits:

• 401(k) 6% Match
• Dental insurance
• Employee assistance program
• Health insurance
• Life insurance
• On-site gym
• Paid time off
• Vision insurance

Experience:

• Non-profit accounting: 1 year (Preferred)

Work Location: Schaumburg, IL 60173

• In person (Required)