Full Stack Developer (JavaScript, NodeJS, AI/ML Integration)

Company Description

pureIntegration is a technology consulting firm with 20+ years of experience servicing Fortune 100 clients headquartered in the DC area. We serve clients in the fastest growing industry of communications, media, and entertainment. 

Job Description

pureIntegration is seeking a Full Stack Developer to join an internal team, developing one of our growing service offerings. In this role you will assist in the development of both front and back-end systems working to integrate AI and machine learning technologies. The ideal candidate will have worked in a similar environment and possess strong UI and front-end skills while also having a solid background in back-end infrastructure and systems configuration. 

This position is fully remote within the U.S.

The salary range for this role is $90,000 –$120,000. Candidates will be paid within this range based on their work experience and skills. Candidates are also eligible for our full list of benefits linked here.

Responsibilities:

• Design, build, and scale sophisticated high-volume server-side and front-end applications and frameworks, including those integrating AI/ML models for computer vision tasks.
• Collaborate with cross-functional teams to identify opportunities where computer vision can enhance product functionality or user experience.
• Develop APIs or interfaces that allow seamless interaction between front-end applications and deployed computer vision models.
• Stay updated on advancements in computer vision technologies and apply state-of-the-art techniques to improve application performance.
• Develop and deploy AI-driven features such as image recognition, object detection, and video analysis by embedding machine learning models into web applications.
• Collaborate with machine learning engineers to preprocess data, train models, and deploy them into production environments.
• Write reusable, testable, and maintainable code for both traditional application features and AI/ML pipelines.
• Ensure code meets test coverage standards while validating the performance of AI/ML models using metrics like accuracy, precision, and recall.
• Conduct analysis to determine integration needs for AI/ML solutions and ensure seamless interaction between back-end services and machine learning APIs.
• Work with project/delivery leads to optimize deployment pipelines for AI/ML models, ensuring scalability and low-latency performance in production systems.
• Monitor and refine deployed models to improve accuracy and efficiency over time using telemetry data and dashboards.
• Incorporate security best practices into the development of AI/ML-enabled applications to safeguard sensitive data.
• Participate in Agile ceremonies such as sprint planning, daily stand-ups, grooming sessions, and retrospectives while addressing AI/ML-specific challenges.

Qualifications

• 5+ years’ experience developing full-stack applications using NodeJS, Angular, JavaScript, or similar technologies.
• Familiarity with Python for building or integrating machine learning models is a strong plus.
• Experience consuming and creating APIs (REST, GraphQL) to integrate machine learning solutions into web applications.
• Knowledge of NoSQL and SQL databases; experience managing large datasets used for training ML models is a plus.
• Understanding of container-based application deployments for deploying ML systems in scalable environments.
• Experience in microservices development with a focus on integrating AI/ML components into modular architectures.
• Proficiency in version control tools like GitLab/GitHub and CI/CD pipelines (e.g., GitLab CI/CD, Jenkins) with experience automating model deployment workflows.
• Strong problem-solving skills to debug issues in both traditional software systems and AI/ML pipelines.

Preferred Skills:

• Hands-on experience with machine learning frameworks such as TensorFlow or PyTorch for developing or fine-tuning computer vision models (e.g., CNNs).
• Familiarity with computer vision libraries like OpenCV for preprocessing images or videos before feeding them into ML models.
• Knowledge of cloud platforms like AWS or Azure for deploying scalable AI/ML solutions using services.
• Experience in zero-downtime deployments of AI/ML features with techniques like feature flagging or A/B testing.
• Understanding of deep learning architectures used in computer vision tasks such as object detection (e.g., YOLO), image classification, or segmentation.

Additional Information

pureIntegration is an Equal Opportunity Employer (EOE), qualified applicants are considered for employment without regard to age, race, color, religion, sex, national origin, sexual orientation, disability, or veteran status. All your information will be kept confidential according to EEO guidelines. Additionally, the Wage Transparency Omnibus Amendment Act of 2023 grants you rights regarding transparency in wage information. To learn more, please refer to this link.
Disability Accommodation for Applicants to pureIntegration

pureIntegration provides reasonable accommodation for qualified individuals with disabilities and disabled veterans in job application procedures. For reasonable accommodation requests, please contact us by email at [email protected] or by mail to: pureIntegration, Human Resources Department, 1801 Robert Fulton Dr, Suite 450, Reston, VA 20191. Please indicate the position you are applying for.

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pureIntegration would love to hear from you - your career journey starts here!