Full Stack Developer JavaScript NodeJS AIML Integration
Full Stack Developer JavaScript NodeJS AIML Integration
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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 backend systems working to integrate AI and machine learning technologies. The ideal candidate will have worked in a similar environment and possess strong UI and frontend skills while also having a solid background in backend infrastructure and systems configuration.
This position is fully remote within the U.S.
The salary range for this role is $90000 $120000. 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 highvolume serverside and frontend applications and frameworks including those integrating AI/ML models for computer vision tasks.
- Collaborate with crossfunctional teams to identify opportunities where computer vision can enhance product functionality or user experience.
- Develop APIs or interfaces that allow seamless interaction between frontend applications and deployed computer vision models.
- Stay updated on advancements in computer vision technologies and apply stateoftheart techniques to improve application performance.
- Develop and deploy AIdriven 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 backend services and machine learning APIs.
- Work with project/delivery leads to optimize deployment pipelines for AI/ML models ensuring scalability and lowlatency 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/MLenabled applications to safeguard sensitive data.
- Participate in Agile ceremonies such as sprint planning daily standups grooming sessions and retrospectives while addressing AI/MLspecific challenges.
Qualifications :
- 5 years experience developing fullstack 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 containerbased 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 problemsolving skills to debug issues in both traditional software systems and AI/ML pipelines.
Preferred Skills:
- Handson experience with machine learning frameworks such as TensorFlow or PyTorch for developing or finetuning 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 zerodowntime 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 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.
- Know Your Rights: Workplace Discrimination is Illegal (dol)
- Right to Work (English and Spanish).pdf
- EVerify Participation Notice (English and Spanish).pdf
pureIntegration would love to hear from you your career journey starts here!
Remote Work :
Yes
Employment Type :
Fulltime
Employment Type
Remote
