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Remote Machine Learning Researcher Jobs in Maryland

GRVTY

Senior Software Engineer

Laurel, MD · On-site +1

$150K - $200K/yr

... Machine Learning/AI algorithms and research proof-of-concepts in the RD environment. The Engineer ... Possible up to 2 days a week remote if tasking becomes available, but is not guaranteed. What You ...

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Remote Machine Learning Researcher information

What is a remote machine learning researcher?

Remote Machine Learning Researchers are professionals who study, design, and develop machine learning algorithms and models while working outside of a traditional office environment. They typically analyze data, conduct experiments, and collaborate with teams or organizations virtually to advance artificial intelligence technologies. Their work may involve tasks such as building predictive models, publishing research papers, or contributing to open-source machine learning projects. Being remote allows them flexibility in location and often the ability to work with international teams. Strong programming, mathematical, and communication skills are essential in this role.

What are the key skills and qualifications needed to thrive as a remote machine learning researcher?

To thrive as a Remote Machine Learning Researcher, you need a strong background in mathematics, statistics, programming (Python, R), and a relevant advanced degree such as a Master's or Ph.D. in computer science or a related field. Familiarity with machine learning frameworks (TensorFlow, PyTorch), cloud computing platforms, and version control systems (Git) is typically required, along with published research or contributions to academic conferences. Outstanding problem-solving ability, self-motivation, and excellent written communication are crucial soft skills for remote collaboration and knowledge sharing. These skills are essential for developing innovative models, contributing to cutting-edge research, and effectively collaborating in a distributed team environment.

What are the common challenges faced by remote machine learning researchers when collaborating with global teams?

Remote machine learning researchers often collaborate with team members across different time zones and cultural backgrounds, which can make synchronous meetings and real-time problem-solving challenging. Communication of complex ideas, such as model architectures or experimental results, may require extra effort through detailed documentation and regular virtual check-ins. However, most organizations use collaborative tools like version control systems, project management platforms, and video conferencing to bridge these gaps, ensuring that research progress stays on track and team members remain aligned.
What are popular job titles related to Remote Machine Learning Researcher jobs in Maryland? For Remote Machine Learning Researcher jobs in Maryland, the most frequently searched job titles are:
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Remote Machine Learning Researcher jobs near you

Software Engineer (Machine Translation)TS/SCI with Poly)

SOLERITY

Fort George G Meade, MD • On-site, Remote

$170K - $175K/yr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Re-posted 19 days ago

Job description

Description

 Take the next step in your career with Solerity. As a recognized leader in providing Information Technology, Engineering Services, Program Management, and Consulting Services to the U.S. Federal Government and Intelligence Community, we deliver innovative, mission-focused solutions supporting some of the nation's most critical Signals Intelligence (SIGINT) and cybersecurity missions.


Solerity is seeking a Machine Translation to support advanced research, development, and prototyping of Artificial Intelligence and Machine Learning solutions. This role focuses on machine translation technologies, large-scale data processing, and applied AI research to support SIGINT exploitation and cybersecurity analytics.

The ideal candidate will be experienced in modern machine learning approaches, particularly transformer-based architectures, and will contribute to the development, evaluation, and enhancement of machine translation systems and AI-driven processing pipelines.


Responsibilities Include:
  • Investigate, analyze, and develop AI and machine learning solutions supporting SIGINT and cybersecurity data exploitation. 
  • Design, build, and evaluate research prototypes for machine translation and NLP-based applications. 
  • Work with large and complex datasets to develop scalable AI-driven analytical solutions. 
  • Apply advanced research and development techniques to solve complex AI/ML technical challenges. 
  • Contribute to the design and implementation of machine translation pipelines and text processing systems. 
  • Evaluate emerging tools, models, and techniques in machine translation and natural language processing. 
  • Analyze and improve encoder/decoder transformer architectures and related AI systems. 
  • Develop and optimize AI/ML workflows and processing pipelines for performance and accuracy. 
  • Support integration and deployment of AI solutions within secure operational environments. 
  • Build and maintain containerized applications using Docker for model deployment and testing. 
  • Collaborate with senior researchers and engineers to refine AI methodologies and solutions. 
  • Propose enhancements to machine translation systems and end-to-end data processing flows. 
  • Document research findings, methodologies, and technical implementations. 
  • Additional duties may be assigned. 
REQUIREMENTS YOU BRING:
  • Bachelor's degree in Engineering, Computer Science, Mathematics, or other STEM field. 
  • 11+ years of relevant experience in AI, machine learning, data science, or related technical disciplines. 
  • Active TS/SCI with Full Scope Polygraph (FSP) clearance required. 
  • Strong experience working in research and development environments. 
  • Hands-on experience with machine learning and machine translation technologies. 
  • Solid understanding of encoder-decoder transformer architectures. 
  • Experience with modern text processing pipelines and natural language processing systems. 
  • Understanding of text embeddings and vector-based representations. 
  • Knowledge of differences between transformer-based MT systems (e.g., Marian) and large language models. 
  • Ability to evaluate and compare machine translation architectures and approaches. 
  • Experience developing AI/ML solutions using Python and C/C++. 
  • Experience with Docker for containerized development and deployment. 
  • Ability to propose and implement improvements to AI/ML systems and workflows. 
HIGHLY DESIRED QUALIFICATIONS:
  • Experience working in Intelligence Community or SIGINT-focused environments. 
  • Strong research background in machine translation or natural language processing. 
  • Experience developing or fine-tuning transformer-based AI models. 
  • Experience with distributed computing or large-scale model training environments. 
  • Strong ability to communicate complex technical concepts to both technical and non-technical stakeholders. 
  • Experience evaluating emerging AI/ML tools and technologies in production or research settings. 
WORK LOCATION
  • Emerson III facility 
  • Telework eligible (up to 50% depending on mission requirements) 
TRAVEL
  • Minimal travel anticipated based on mission requirements

Requirements

BENEFITS YOU'LL ENJOY:

1. Medical, dental and vision coverage

2. Health Savings Accounts and Flexible Spending Accounts for healthcare and dependent care

3. Flexible work schedule to include onsite, hybrid or remote, as dictated by position

4. 401(k) and company-funded life insurance

5. Generous Paid Time Off (PTO)

6. Tuition and training assistance

7. Financial rewards for employee referrals.

8. Pet insurance

9. Employee discount program


EMPLOYMENT OPPORTUNITIES: Solerity is committed to the range of perspectives we bring to the marketplace by being an employer dedicated to hiring a highly qualified team of professionals, providing world class services and products aimed at exceeding our customer's expectations. Solerity is an equal opportunity employer as to all protected groups, including protected veterans and individuals with disabilities. Solerity is a VEVRAA Federal Contractor.


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JOB ID- 343

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