Description
*Duration: 12 months*
*Location: Remote*
*US OR GREEN CARD ONLY. W2 ONLY NO C2C*
*ESSENTIAL JOB FUNCTIONS AND RESPONSIBILITIES:*
* Solve complex problems with multilayered data sets and optimize existing machine learning libraries and frameworks.
* Collaborate with data scientists, data engineers, and data architects on production systems and applications.
* Identify differences in data distribution that could potentially affect model performance in real-world applications.
* Ensure algorithms generate accurate responses.
* Assess the effectiveness and accuracy of new data sources and execute data wrangling techniques.
* Develop processes and tools to monitor and analyze model performance and data accuracy.
*KNOWLEDGE, SKILLS AND ABILITIES:*
* Experience building and operationalizing retrieval augmented generation (RAG) frameworks.
* Experience utilizing LLMs to provide software automation capability integrations.
* Experience configuring vectors databases for semantic search.
* Experience with LangChain and sentence transformer frameworks.
* Experience with ChatGPT4 (or comparable models).
* Experience with MLOps.
* Strong understanding of AI/ML cloud services and infrastructure, including how to leverage them and experience with SaaS infrastructure technologies (AWS/Azure preferred).
* Experience using Python and SQL to manipulate data and draw insights from large data sets.
* Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
* A drive to learn and master new technologies and techniques.
* Ability to quickly assimilate, organize, analyze, abstract, and synthesize large amounts of information and to make decisions based on this analysis.
* Excellent written and verbal communication skills.
* Ability to present and explain technical concepts to non-technical audiences.
* Comfortable working in a dynamic and changing environment.
* Comfortable working with loosely defined requirements where you exercise your creativity and analytical skills to deliver best in class solutions.
Job Types: Full-time, Contract
Pay: $60.00 - $75.00 per hour
Schedule:
* 8 hour shift
Work Location: Remote
*Location: Remote*
*US OR GREEN CARD ONLY. W2 ONLY NO C2C*
*ESSENTIAL JOB FUNCTIONS AND RESPONSIBILITIES:*
* Solve complex problems with multilayered data sets and optimize existing machine learning libraries and frameworks.
* Collaborate with data scientists, data engineers, and data architects on production systems and applications.
* Identify differences in data distribution that could potentially affect model performance in real-world applications.
* Ensure algorithms generate accurate responses.
* Assess the effectiveness and accuracy of new data sources and execute data wrangling techniques.
* Develop processes and tools to monitor and analyze model performance and data accuracy.
*KNOWLEDGE, SKILLS AND ABILITIES:*
* Experience building and operationalizing retrieval augmented generation (RAG) frameworks.
* Experience utilizing LLMs to provide software automation capability integrations.
* Experience configuring vectors databases for semantic search.
* Experience with LangChain and sentence transformer frameworks.
* Experience with ChatGPT4 (or comparable models).
* Experience with MLOps.
* Strong understanding of AI/ML cloud services and infrastructure, including how to leverage them and experience with SaaS infrastructure technologies (AWS/Azure preferred).
* Experience using Python and SQL to manipulate data and draw insights from large data sets.
* Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
* A drive to learn and master new technologies and techniques.
* Ability to quickly assimilate, organize, analyze, abstract, and synthesize large amounts of information and to make decisions based on this analysis.
* Excellent written and verbal communication skills.
* Ability to present and explain technical concepts to non-technical audiences.
* Comfortable working in a dynamic and changing environment.
* Comfortable working with loosely defined requirements where you exercise your creativity and analytical skills to deliver best in class solutions.
Job Types: Full-time, Contract
Pay: $60.00 - $75.00 per hour
Schedule:
* 8 hour shift
Work Location: Remote
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