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Freelance Artificial Intelligence Machine Learning Jobs in Virginia

Description SAIC seeks an Artificial Intelligence/Machine Learning Systems Engineer to join our team of professionals providing technical and program services to the U.S. Government (USG). SAIC ...

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Freelance Artificial Intelligence Machine Learning information

What is a freelance artificial intelligence machine learning professional?

Freelance Artificial Intelligence (AI) Machine Learning (ML) professionals are independent experts who develop, implement, and optimize AI and ML models for various clients and projects. They often work remotely or on a contract basis, assisting organizations with tasks such as data analysis, algorithm development, model training, and deployment. Freelance AI/ML specialists typically possess skills in programming languages like Python or R, and are familiar with frameworks such as TensorFlow or PyTorch. Their work ranges from building predictive models and automating processes to consulting on AI strategy and integrating machine learning into business solutions.

What are the key skills and qualifications needed to thrive as a freelance artificial intelligence machine learning specialist?

To thrive as a Freelance Artificial Intelligence/Machine Learning Specialist, you need a strong background in mathematics, statistics, programming (Python or R), and a solid understanding of machine learning algorithms, usually backed by a relevant degree or certifications. Familiarity with tools and frameworks like TensorFlow, PyTorch, scikit-learn, and cloud platforms such as AWS or Google Cloud is typically required. Strong problem-solving abilities, self-motivation, and effective client communication are crucial soft skills for success in freelance work. These skills ensure you can deliver high-quality, innovative solutions independently and maintain strong client relationships in a rapidly evolving field.

How do freelance AI/ML professionals typically manage client expectations and project scope?

Freelance AI/ML professionals often work with clients who may not fully understand the technical possibilities or limitations of machine learning solutions. A key challenge is clearly communicating what can be achieved within a given timeframe and budget, and then setting realistic milestones. This often involves regular check-ins, well-documented progress updates, and educating clients about the iterative nature of AI/ML development. Building trust and transparency is essential, as is being flexible to adapt project goals based on data availability or evolving client needs.

What is the difference between Freelance Artificial Intelligence Machine Learning vs Data Scientist?

AspectFreelance Artificial Intelligence Machine LearningData Scientist
CredentialsTypically requires knowledge of AI/ML, programming, and relevant certificationsRequires degrees in data science, statistics, or related fields, often with certifications
Work EnvironmentIndependent, project-based, remote or on-siteUsually employed full-time in organizations, but also freelance options exist
Industry UsageUsed across tech, finance, healthcare, and startups for AI/ML projectsCommon in tech, finance, healthcare, and research sectors for data analysis

Freelance Artificial Intelligence Machine Learning professionals focus on developing AI/ML models independently, often on specific projects, while Data Scientists analyze data to extract insights, typically within organizations. Both roles require strong technical skills, but their work environments and project scopes differ.

What are the most commonly searched types of Artificial Intelligence Machine Learning jobs in Virginia?

The most popular types of Artificial Intelligence Machine Learning jobs in Virginia are:

What job categories do people searching Freelance Artificial Intelligence Machine Learning jobs in Virginia look for?

The top searched job categories for Freelance Artificial Intelligence Machine Learning jobs in Virginia are:

What cities in Virginia are hiring for Freelance Artificial Intelligence Machine Learning jobs?

Cities in Virginia with the most Freelance Artificial Intelligence Machine Learning job openings:

Artificial Intelligence/Machine Learning System Analyst

SanKar Inc

Woodbridge, VA โ€ข On-site

Other

Posted 7 days ago


Job description

Position:  Artificial Intelligence/Machine Learning system Analyst 
Location: - Woodbridge, VA 22192 (Hybrid)
Type: - Contract to hire
Job Description
 
Client is seeking a highly motivated System Analyst to join the Data Management team. In this role, the ideal candidate will work closely with the Information and Business Analytics team, stakeholders and subject-matter experts to build machine learning (ML) models, artificial intelligence (AI) solutions, configure data pipelines to integrate models with existing software and applications, and drive innovation in alignment with the organizationโ€™s AI initiatives, as well as have experience collecting stakeholder requirements, translating requirements into an actionable plan and developing data visualizations using tools like Microsoft PowerBI. The ideal candidate will have a strong foundation in data science, proficiency in machine learning frameworks, data visualizing frameworks and have experience in developing ML models and AI agents using Python, as well as being familiar with the Microsoft Azure environment
 
Position Responsibilities
 
  • Design, build and optimize machine learning models and configure data pipelines to source data from various business systems.
  • Collaborate with functional experts to understand requirements and translate them into  technical solutions.
  • Develop and deploy models in production environments.
  • Monitor and maintain deployed models to ensure accuracy, performance and reliability.
  • Work with datasets and cloud platforms to build efficient data pipelines.
  • Stay current with the latest research and trends in AI/ML and incorporate relevant findings into the development process.
  • Write clean, maintainable and well-documented code following software engineering best practices.
  • Participate in code reviews, design discussions and team collaborations to improve overall software quality.
  • Develop and maintain reports based on stakeholdersโ€™ requirements by using Power BI  application.
  • Support self-service dashboards across the organization.
  • Assist in the configuration and management of Dell Boomi integrations, database/system  connections.
  • Perform other related duties and activities, as needed.
 
Required Skills
  • Bachelorโ€™s degree in Data Science or a related field. Masterโ€™s degree preferred.
  • 2+ years of experience in AI/ML development, including model design, training and deployment.
  • Proficiency in Python and experience with ML libraries such as Pandas, NumPy, NLTK, SciPy, Matplotlib, Seaborn, TensorFlow, PyTorch, JobLib, Jupyter Notebook, scikit-learn or similar.
  • Knowledge of Azure subscription, Azure Machine Learning workspace and Azure App Services.
  • Experience with GitHub for codes version controls.
  • Experience with databases like MySQL, PostgreSQL, etc.
  • Knowledge of RESTful APIs and microservices architecture.
  • Familiarity with server-side security best practices and implementation.
  • Excellent problem-solving skills and ability to work in a collaborative, fast-paced environment.
  • Strong communication skills and the ability to translate complex concepts into clear solutions.
 
Physical Demands and work environment:
The physical demands and work environment characteristics described here are representative of those
that must be met by an employee to successfully perform the essential functions of this job. Reasonable
accommodation may be made to enable individuals with disabilities to perform the essential functions.
 
Physical demands: The work is mostly sedentary with periods of light physical activity. Typical
positions require workers to stand for short periods; lift and carry up to 20 pounds; climb stairs,
bend, reach, hold, grasp, and turn objects; and operate computer or typewriter
keyboards. Work requires the ability to speak normally and to use normal or aided vision and
hearing.
 
Work environment: Primary work is performed indoors in a standard office seeing. The noise
level in the work environment is usually moderate. Work is subject to frequent interruptions.
The qualifications listed above are intended to represent the minimum skills and experience levels
associated with performing the duties and responsibilities contained in this job description. The
qualifications do not express absolute employment or promotional standards - they are general
guidelines that should be considered along with the job-related selection or promotional criteria.