System Analyst (AI/ML)

Ampcus, Inc; Woodbridge (VA); Hybrid; USD 90,000 - 140,000; Part time

Job summary

Ampcus, Inc. is seeking a System Analyst (AI/ML) in Woodbridge, VA to join the Data Management team. The role focuses on building ML models, AI solutions, and data pipelines, and translating stakeholder requirements into actionable plans.

The candidate will develop data visualizations with Power BI and work within Azure cloud services. The ideal candidate has a strong data science background, experience with ML frameworks, and is capable of delivering production-ready models while collaborating

Qualifications

• Bachelor's degree in Data Science or a related field required; Master's degree preferred.
• Minimum 2 years in AI/ML development, including model design, training and deployment.
• Proficiency in Python with ML libraries (Pandas, NumPy, TensorFlow/PyTorch, scikit-learn).
• Experience with Azure ML workspace, Azure App Services, and GitHub for version control.
• Strong data visualization skills with Power BI; ability to translate requirements into dashboards.

Responsibilities

• Design, build and optimize ML models and data pipelines sourced from multiple business systems.
• Collaborate with SMEs to translate requirements into technical solutions.
• Develop and deploy models in production environments.
• Monitor model performance and ensure reliability and security practices.
• Create reports and dashboards using Power BI to meet stakeholder needs.
• Maintain clean, documented code and participate in code reviews and design discussions.
• Assist in configuring and managing database connections and data flows.

Skills

Python programming

Machine learning

Data visualization

Analytical thinking

Communication

Stakeholder requirements gathering

Education

Bachelor's degree in Data Science or related field

Master's degree preferred

Tools

Power BI

TensorFlow

PyTorch

Jupyter Notebook

SciKit-learn

Pandas

NumPy

NLTK

Matplotlib

Seaborn

Azure Machine Learning

Azure App Services

GitHub

MySQL

PostgreSQL

RESTful APIs

Job description

System Analyst (AI/ML)

Location: Woodbridge, VA

Duration: 12 months

Schedule: On-site / Hybrid

Company 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 organization's AI initiatives, as well as having experience collecting stakeholder requirements, translating requirements into an actionable plan and developing data visualizations using tools like Microsoft Power BI. 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.

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 stakeholders' requirements by using Power BI Paginated Reports builder.
• Support the development, maintenance, and enhancement of reports and dashboards across the organization.
• Assist in the configuration and management of database/system connections.
• Perform other related duties and activities, as needed.

Required Skills

• Bachelor's degree in Data Science or a related field. Master'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 code 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

• 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.

Ampcus 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, age, protected veterans or individuals with disabilities.