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AI/ML Python Engineer

Insight Global

New Brunswick, NJJobSeen 1 day agoSeen in employer's feed 1 day ago

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At a glance

Compensation
No compensation found
Location
New Brunswick, NJ
Work Authorization
Not specified

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Requirements

Credentials this posting asks for.

Bachelor's degree

Job overview

The AI/ML Python Engineer will design and develop Python-based Generative AI applications for the Acquisitions and Divestitures team, creating prototypes that embed playbook content, store it in a vector database, and provide a GPT-4 interface for searching. The role also enhances NLP prototypes, evaluates AI models, builds reusable components, integrates APIs, manages source control, and documents solutions while communicating status and recommendations to leadership.

Skills & qualifications

RequiredNice to have

Skills

PythonArtificial IntelligenceMachine LearningNatural Language ProcessingGenerative AILarge Language ModelsText EmbeddingsVector DatabasesRetrieval‑Based AI SolutionsMicrosoft AzureAPI IntegrationBitbucketTechnical Problem‑SolvingCritical‑ThinkingCommunicationCollaborationPresentationTechnical DocumentationGPT‑4Retrieval‑Augmented GenerationAmazon Web Services

Qualifications

Bachelor’s Degree in Computer Science or Information Systems or Equivalent Field5+ Years Python Design and Development Experience3+ Years AI Machine Learning and NLP ExperienceExperience Developing Generative AI Applications Using Large Language ModelsExperience With Text Embeddings Vector Databases and Retrieval‑Based AI SolutionsStrong Microsoft Azure ExperienceAdditional Cloud Experience With AWSExperience Supporting Acquisitions Divestitures or Enterprise Transformation ProgramsPrevious Experience in the Healthcare or Life Sciences IndustryExperience Presenting Project Status Risks and Technical Recommendations to Senior Leadership

Full job description

Job Description

This individual will support the Acquisitions and Divestitures team by designing and developing Python-based Generative AI applications built around the team’s A&D playbook. Their initial focus will be creating a prototype that converts playbook content into text embeddings, stores that information in a vector database, and provides a GPT-4-based interface that allows A&D professionals to search and query the content. They will also enhance existing NLP prototypes, evaluate AI models and solution approaches, develop reusable and maintainable Python components, integrate APIs, manage code through source control, and contribute to technical documentation such as Solution Design Documents. This person will work closely with technical and business stakeholders while regularly communicating project status, risks, issues, and recommendations to leadership.

Skills and Requirements

5+ years of hands-on Python design and development experience. 3+ years of hands-on AI, machine learning, and NLP experience. Experience developing Generative AI applications using large language models. Hands-on experience with text embeddings, vector databases, and retrieval-based AI solutions. Strong Microsoft Azure experience. Experience researching and selecting appropriate AI models based on business and technical requirements. Ability to develop reusable, efficient, well-structured, and maintainable Python code. Experience integrating APIs and working with source-control platforms such as Bitbucket. Strong technical problem-solving and critical-thinking skills. Ability to evaluate multiple solution approaches and recommend the best path forward. Bachelor’s degree in Computer Science, Information Systems, or an equivalent field. Strong communication, collaboration, presentation, and technical-documentation skills. Experience developing GPT-4-based interfaces or applications. Experience building Retrieval-Augmented Generation, or RAG, solutions. Experience improving or productionizing existing AI and NLP prototypes. Experience supporting acquisitions, divestitures, or enterprise transformation programs. Previous experience in the healthcare or life sciences industry. Additional cloud experience with AWS. Experience creating Solution Design Documents or similar technical architecture documentation. Experience presenting project status, risks, and technical recommendations to senior leadership.

We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal employment opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment without regard to race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request to [email protected].

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