LCG, Inc. · 5 days ago
Full Stack Developer, Senior
Bethesda, MD
Full-time
Onsite
Senior Level
$115K/yr - $148K/yr
5+ years exp
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Responsibilities
Development and deploy AI/ML models and algorithms to optimize and enhance Food and Nutrition Services (FNS) offerings, aligning initiatives with broader business objectives.
Work Extensively with Azure cloud development to integrate with AI models.
Collaborate with cross-functional teams to identify and prioritize AI/ML use cases, proposing innovative solutions that drive mission impact and improve customer experience.
Implement data-driven solutions using ML frameworks to address complex challenges in food assistance program optimization, participant accessibility, and automation.
Design and maintain scalable data pipelines for efficient data ingestion, processing, and storage, ensuring high-quality input for machine learning models.
Monitor and evaluate model performance post-deployment, implementing necessary adjustments and improvements based on real-world feedback and data.
Stay updated with the latest advancements in AI/ML technologies and methodologies to continuously enhance the effectiveness of implemented solutions.
Design and implement scalable machine learning architectures and data pipelines to support model training, validation, and deployment.
Collaborate with data engineers and software developers to integrate machine learning models into existing applications and workflows.
Optimize model performance through hyperparameter tuning, feature engineering, and the implementation of best practices in model management and lifecycle.
Ensure data integrity and availability through effective data governance practices, including data cleaning and preprocessing for training datasets.
Develop robust APIs and microservices to facilitate interaction between machine learning models and front-end applications or external systems.
Work closely with UI/UX designers to create user-friendly interfaces for machine learning applications, ensuring accessibility and engagement.
Integrate data visualization tools to present model predictions and insights in a clear and actionable format for end-users.
Develop responsive web applications and dashboards to showcase AI/ML outputs, leveraging modern front-end frameworks (e.g., React, Angular)
Collaborate with stakeholders to gather feedback and iterate on application designs based on user interactions and performance analytics.
Qualification
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Required
Bachelor’s Degree in Computer Science, Data Science, AI/ML, or a related field.
Minimum of 5 years of hands-on experience in AI/ML solution development.
Proven experience with AI/ML frameworks such as TensorFlow, PyTorch, Scikit-learn, etc.
Experience with data engineering, big data technologies, and cloud platforms (AWS, Azure, Google Cloud) for AI/ML deployment.
Experience leading or participating in pilot initiatives, particularly in government or public sector environments.
Proficiency in Python, R, or other programming languages commonly used in AI/ML development.
Familiarity with natural language processing (NLP), computer vision, deep learning, and other AI techniques.
Strong project management skills, with experience managing Agile development teams and iterative processes.
Excellent problem-solving abilities, focusing on human-centered AI/ML applications.
Preferred
Master’s degree preferred.
Certifications: Relevant AI/ML certifications are a plus (e.g., AWS Certified Machine Learning, Microsoft AI Engineer, etc.).
Benefits
Health insurance options (medical, dental, vision)
Life and disability insurance
Retirement plan contributions
Paid leave
Federal holidays
Professional development
Lifestyle benefits
Company
LCG, Inc.
LCG is an information technology company specializing in scientific research support, grants management, and health IT services.
201-500 employees
H1B Sponsorship
LCG, Inc. has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2023 (3)
2022 (9)
2021 (7)
2020 (7)
Funding
Current Stage
Growth StageLeadership Team
Melissa McCullough
Executive Vice President and CFO
Carey Parrett, MBA
Vice President and Chief Delivery Officer
Company data provided by crunchbase
