AI/ML System Analyst: Data Pipelines & Insights

Ampcus Inc

Woodbridge (VA)

Hybrid

USD 100,000 - 140,000

Full time

14 days+

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Job summary

Ampcus Inc. is seeking a System Analyst (AI/ML) to join the Data Management team in Woodbridge, VA. The role focuses on building ML models, AI solutions, and data pipelines, and developing data visualizations using Power BI.

The ideal candidate will have a strong data science foundation, experience with ML frameworks, and familiarity with the Azure environment. Responsibilities include designing and deploying models, maintaining pipelines, and translating stakeholder requirements into technical

Qualifications

Bachelor’s degree in Data Science or related field.
2 years of experience in AI/ML development including model design, training and deployment.
Proficiency in Python and ML libraries such as Pandas, NumPy, NLTK, SciPy, Matplotlib, Seaborn, TensorFlow, PyTorch, Job Lib, Jupyter Notebook, SciKit-learn or similar.

Responsibilities

Design, build and optimize ML models and configure data pipelines to source data from various business systems.
Collaborate with domain experts to translate requirements into technical solutions.
Develop and deploy models in production environments.
Monitor and maintain deployed models for accuracy and reliability.
Work with datasets and cloud platforms to build data pipelines.
Stay current with AI/ML research and incorporate findings into development.
Write clean, maintainable, well-documented code following best practices.
Participate in code reviews, design discussions and team collaborations.
Develop and maintain Power BI Paginated Reports-based dashboards.
Support development, maintenance and enhancement of reports and dashboards across the organization.
Assist in configuration and management of database/system connections.
Perform other related duties as needed.