Senior full stack software developer - AI/ML Applications
Apply NowCompany: Resource Informatics Group
Location: Newark, NJ 07104
Description:
Position: Senior full stack software developer - AI/ML Applications
Location: Newark, NJ
Duration: Long Term
Rate: $Market All Inclusive
What You'll Get to Do:
Provide leadership, guidance & direction for AI/ML application that involves audio/video detection/analysis including speech-to-text.
Develop technical requirements based on the use cases & business requirement analysis.
Design & development of application backend to have cloud/edge hybrid architecture for resource & responsive optimization.
Work closely with other stakeholders internal & external to capture their feedback.
Plan, design, develop, manage, document, test, deploy, and support new and existing modules.
Resolve issues proactively to deliver high quality products.
Basic Requirements:
Bachelor's degree in computer science, artificial intelligence, or related technical discipline or equivalent practical experience
10+ years of industry experience in software design, development, with a focus on AI, machine learning, algorithms and solution architecture.
Proven experience in leading and designing customer-facing AI/ML applications with a focus on audio & video detection, analysis.
Hands-on experience with open-source AI/ML frameworks/libraries/language-models such as OpenCV, TensorFlow, PyTorch, Whisper, llama, etc.
Experience with DevOps, DataOps, MLOps & AIOps workflows, including CI/CD automation for AI models.
Strong knowledge and experience in major enterprise backend programming languages such as C#, C++, Node-JS, Python, etc. and in major databases SQL or NoSQL.
Strong knowledge of front-end, back-end, and database management.
Strong knowledge and experience in cloud/edge hybrid application architecture for both Windows edge and Android edge
5+ years in an architect or technical leadership position
Experience working with cloud platforms such as Azure, GCP or AWS
Knowledge & experience in in front-end technologies, including JavaScript, CSS3 and HTML5 and third-party libraries such as ReactJS, Angular, jQuery and LESS
Deep understanding of software development best practices and AI governance.
bility to fully design, develop, and test software applications from start to finish.
Effectively able to work in a small group to complete a project in all phase of software development cycles.
Highly capable of debugging, troubleshooting and resolving software issues
Excellent knowledge of the software development tools and IDE, such as Github, Visual Studio, etc.
Comfortable navigating and building throughout the entire stack and switching into implementation/coding ownership as needed.
Strong problem-solving and communication skills, with the ability to engage cross-functional stakeholders and navigate through uncertainty.
Demonstrated high ownership and experience leading the development of products from the ground up in a fast-paced, collaborative environment.
Passion for learning, staying up-to-date with new technologies, and sharing knowledge with the team
bility to communicate orally and in writing with both technical and non-technical staff.
bility to adapt to changing technology and priorities.
Strong analytical thinking skills.
Thorough with careful attention to detail
Preferred Requirements (not mandatory):
Knowledge and experience on Linux
Knowledge and experience on platform development
5+ years of experience in AI/Data Science and Machine Learning
Demonstrated ability to work with peers in engineering across teams to set technical directions.
Location: Newark, NJ
Duration: Long Term
Rate: $Market All Inclusive
What You'll Get to Do:
Provide leadership, guidance & direction for AI/ML application that involves audio/video detection/analysis including speech-to-text.
Develop technical requirements based on the use cases & business requirement analysis.
Design & development of application backend to have cloud/edge hybrid architecture for resource & responsive optimization.
Work closely with other stakeholders internal & external to capture their feedback.
Plan, design, develop, manage, document, test, deploy, and support new and existing modules.
Resolve issues proactively to deliver high quality products.
Basic Requirements:
Bachelor's degree in computer science, artificial intelligence, or related technical discipline or equivalent practical experience
10+ years of industry experience in software design, development, with a focus on AI, machine learning, algorithms and solution architecture.
Proven experience in leading and designing customer-facing AI/ML applications with a focus on audio & video detection, analysis.
Hands-on experience with open-source AI/ML frameworks/libraries/language-models such as OpenCV, TensorFlow, PyTorch, Whisper, llama, etc.
Experience with DevOps, DataOps, MLOps & AIOps workflows, including CI/CD automation for AI models.
Strong knowledge and experience in major enterprise backend programming languages such as C#, C++, Node-JS, Python, etc. and in major databases SQL or NoSQL.
Strong knowledge of front-end, back-end, and database management.
Strong knowledge and experience in cloud/edge hybrid application architecture for both Windows edge and Android edge
5+ years in an architect or technical leadership position
Experience working with cloud platforms such as Azure, GCP or AWS
Knowledge & experience in in front-end technologies, including JavaScript, CSS3 and HTML5 and third-party libraries such as ReactJS, Angular, jQuery and LESS
Deep understanding of software development best practices and AI governance.
bility to fully design, develop, and test software applications from start to finish.
Effectively able to work in a small group to complete a project in all phase of software development cycles.
Highly capable of debugging, troubleshooting and resolving software issues
Excellent knowledge of the software development tools and IDE, such as Github, Visual Studio, etc.
Comfortable navigating and building throughout the entire stack and switching into implementation/coding ownership as needed.
Strong problem-solving and communication skills, with the ability to engage cross-functional stakeholders and navigate through uncertainty.
Demonstrated high ownership and experience leading the development of products from the ground up in a fast-paced, collaborative environment.
Passion for learning, staying up-to-date with new technologies, and sharing knowledge with the team
bility to communicate orally and in writing with both technical and non-technical staff.
bility to adapt to changing technology and priorities.
Strong analytical thinking skills.
Thorough with careful attention to detail
Preferred Requirements (not mandatory):
Knowledge and experience on Linux
Knowledge and experience on platform development
5+ years of experience in AI/Data Science and Machine Learning
Demonstrated ability to work with peers in engineering across teams to set technical directions.