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Algorithm Research Jobs in Bound Brook, NJ (NOW HIRING)

Research Programmer

Piscataway, NJ · On-site

$120K - $130K/yr

Responsibilities will include: • Design, develop, and deploy ML/DL algorithms for domain science and engineering fields • Support RAD Collaboratory research on national cyberinfrastructure (e.g ...

Rapidly research, test, and prototype new algorithmic ideas, preferably with Python * Once validated, see through the high quality implementation of ideas to full-scale production trading Your Skills ...

Develop and refine advanced deep generative models and reinforcement learning algorithms for built ... Research and development of high-fidelity Geospatial AI models for the automated inference of ...

Description FULL TIME RESEARCH ASSOCIATE New York University Tandon School of Engineering The ... refining algorithms to ensure peak system efficiency. Salary range In compliance with NYC's Pay ...

... algorithms for biomedical engineering applications, and prepared for conducting human subject research including physiological health data collection and subsequent data analysis. Application ...

Research Scientist About Us Edgestream Partners is a team of scientists, engineers, and investment ... algorithms, to better understand the behavior of markets and direct our trading. We also work ...

Showing results 41-60

Algorithm Research information

What is algorithm research?

Algorithm research involves studying, designing, analyzing, and optimizing algorithms to solve complex problems efficiently. Researchers in this field explore new computational methods, improve existing algorithms, and evaluate their performance in various contexts. This work is fundamental in areas like computer science, artificial intelligence, data science, and cryptography, driving technological advances and innovation.

What are the key skills and qualifications needed to thrive as an algorithm researcher?

To excel as an Algorithm Researcher, you need a strong background in mathematics, computer science, and algorithm design, often supported by an advanced degree such as a master's or PhD. Proficiency with programming languages (like Python, C++, or Java), machine learning frameworks, and version control systems is essential. Analytical thinking, creativity, and effective communication are crucial soft skills that set top performers apart in this field. These skills are vital for developing innovative, efficient solutions and collaborating within interdisciplinary teams to solve complex computational problems.

What are the typical challenges faced by professionals in algorithm research roles and how can they best address them?

Algorithm Research professionals often encounter challenges such as bridging the gap between theoretical solutions and practical implementation, staying updated with rapid advancements in the field, and collaborating with cross-functional teams to integrate research outcomes into real-world products. To address these challenges, it is helpful to maintain strong communication with engineering teams, participate in continual learning through academic papers and conferences, and adopt an iterative approach to testing and refining algorithms. Building a habit of documenting experiments and results also streamlines collaboration and future development.

What is the difference between Algorithm Research vs Data Scientist?

AspectAlgorithm ResearchData Scientist
Required CredentialsAdvanced degrees in CS, Mathematics, or related fieldsDegree in CS, Statistics, or related fields; certifications like SAS or Python
Work EnvironmentResearch labs, R&D departments, academiaBusiness environments, analytics teams, tech companies
Industry UsageDeveloping new algorithms, theoretical researchAnalyzing data, building predictive models, insights generation
Common Search/ComparisonYesNo

Algorithm Research focuses on developing and testing new algorithms, often in research or academic settings, requiring advanced technical credentials. Data Scientists analyze data to generate insights and build models, working primarily in business environments. While both roles involve data and programming, their core objectives and work settings differ significantly.

What job categories do people searching Algorithm Research jobs in Bound Brook, NJ look for?

The top searched job categories for Algorithm Research jobs in Bound Brook, NJ are:

What cities near Bound Brook, NJ are hiring for Algorithm Research jobs?

Cities near Bound Brook, NJ with the most Algorithm Research job openings:

Research Programmer

Piscataway, NJ • On-site

Rutgers University
Education Programs Administration • 1 - 10 employees

$120K - $130K/yr

Full-time

Medical, Dental, Life, Retirement, PTO

Re-posted 17 days ago


Rutgers University rating

7.7

Company rating: 7.7 out of 10

Based on 68 frontline employees who took The Breakroom Quiz


Job description

Position Details
Position Information
Recruitment/Posting Title
Research Programmer
Department
Quantitative Biomedicine Inst
Salary Details
$120,000 - $130,000
Offer Information
The final salary offer may be determined by several factors, including, but not limited to, the candidate's qualifications, experience, and expertise, and availability of department or grant funds to support the position. We also take into consideration market benchmarks, if and when appropriate, and internal equity to ensure fair compensation relative to the university's broader compensation structure. We are committed to offering competitive and flexible compensation packages to attract and retain top talent.
Benefits
Rutgers provides a comprehensive benefits package to eligible employees. The specific benefits vary based on the position and may include:
  • Medical, prescription drug, and dental coverage
  • Paid vacation, holidays, and various leave programs
  • Competitive retirement benefits, including defined contribution plans and voluntary tax-deferred savings options
  • Employee and dependent educational benefits (when applicable)
  • Life insurance coverage
  • Employee discount programs

Posting Summary
The Rutgers Artificial Intelligence and Data Science (RAD) Collaboratory is seeking one or more Research Programmers to support leveraging modern Machine Learning (ML) and Deep Learning (DL) techniques by Rutgers faculty, postdoctoral fellows, and students. The ideal candidate will have a strong ML/DL and cyberinfrastructure (CI) background and a willingness to contribute to interdisciplinary research across diverse basic and applied science and engineering domains.
Responsibilities will include:
• Design, develop, and deploy ML/DL algorithms for domain science and engineering fields
• Support RAD Collaboratory research on national cyberinfrastructure (e.g., ACCESS, NAIRR, and DOE supercomputers) or cloud environments (e.g., AWS, GCP, and Azure)
• Support application of ML/DL/CI techniques across topics and domains
• Deliver training on ML/DL/CI techniques and best practices to a broad range of researchers
• Stay at the forefront of new ML/DL techniques and ML/DL systems that support science and engineering research
• Co-author peer-reviewed interdisciplinary research publications
• Contribute to funding applications from external sources (e.g., NSF, NIH)
Position Status
Full Time
Posting Number
25FA0745
Posting Open Date
08/01/2025
Posting Close Date
Qualifications
Minimum Education and Experience
Ph.D. in computer science, engineering, or other related research fields with a strong background in applied ML/DL in interdisciplinary research.
Experience working with ML/DL platforms and algorithms.
Track record of working with domain experts, researchers, and stakeholders to support diverse science and engineering applications.
Certifications/Licenses
Required Knowledge, Skills, and Abilities
• Experience with DL frameworks such as PyTorch, DeepSpeed, Accelerate, or Megatron-LM
• Experience with large language model (LLM) techniques such as supervised fine-tuning, retrieval augmented generation, and in-context learning
• Advanced Statistical Analysis: Proficiency in advanced statistical techniques and probability theory
• GPU Programming: Experience with GPU programming and optimization for ML models, utilizing frameworks, like CUDA or OpenCL
• Experience with applied computer vision, such as convolutional neural networks and vision transformers is preferred
• Experience in deploying open-source and open-data DL projects at scale and job management with SLURM or PBS is preferred
• Knowledge of software engineering and MLOps (e.g., CI/CD workflow) is preferred
• Familiarity with scientific or ML workflows is preferred
• Training or tutorial experience for domain scientists
• Ability to learn and adapt to new technologies
• Excellent writing and verbal communication skills
Preferred Qualifications
Equipment Utilized
Physical Demands and Work Environment
Individual will work onsite at RCSB PDB located at Rutgers Busch Science Campus (Piscataway, NJ)
Overview
The RAD Collaboratory was recently launched by the Office of the Rutgers New Brunswick Chancellor as a Chancellor-reporting Signature Initiative (CSI) that aligns with Rutgers-New Brunswick Academic Master Plan. This initiative serves as a hub for data science, artificial intelligence, student programming, and community engagement.
Statement
Posting Details
Special Instructions to Applicants
Quick Link to Posting
https://jobs.rutgers.edu/postings/257382
Campus
Rutgers University-New Brunswick
Home Location Campus
Busch (RU-New Brunswick)
City
Piscataway
State
NJ
Location Details
Pre-employment Screenings
All offers of employment are contingent upon successful completion of all pre-employment screenings.
Immunization Requirements
Under Policy 100.3.1 Immunization Policy for Covered Individuals, if employment will commence during Flu Season, Rutgers University may require certain prospective employees to provide proof that they are vaccinated against Seasonal Influenza for the current Flu Season, unless the University has granted the individual a medical or religious exemption. Additional infection control and safety policies may apply. Prospective employees should speak with their hiring manager to determine which policies apply to the role or position for which they are applying. Failure to provide proof of vaccination for any required vaccines or obtain a medical or religious exemption from the University will result in rescission of a candidate's offer of employment or disciplinary action up to and including termination.
Equal Employment Opportunity Statement
It is university policy to provide equal employment opportunity to all its employees and applicants for employment regardless of their race, creed, color, national origin, age, ancestry, nationality, marital or domestic partnership or civil union status, sex, pregnancy, gender identity or expression, disability status, liability for military service, protected veteran status, affectional or sexual orientation, atypical cellular or blood trait, genetic information (including the refusal to submit to genetic testing), or any other category protected by law. As an institution, we encourage all qualified applicants to apply. For additional information please see the Non-Discrimination Statement at the following web address: http://uhr.rutgers.edu/non-discrimination-statement

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