Key Facts

Remote From:

Full time

English

Hard Skills

Large Language Modeling PyTorch (Machine Learning Library) Deep Learning Natural Language Processing (NLP) Generative Artificial Intelligence Kubernetes Python (Programming Language) Foundation Engineering Linux Model Validation Docker (Software) Jupyter Machine Learning Mental Ray Apache Spark Dask (Software)

Roles & Responsibilities

Proficiency with Python, PyTorch, Linux, Docker, Kubernetes, and Jupyter
Expertise in Deep Learning, Transformers, Natural Language Processing, and Large Language Models
Experience with genomics data and molecular genetics (preferred)
Experience with distributed computing tools like Ray, Dask, and Spark (preferred)

Requirements:

Train and evaluate transformers such as BERT and derivatives for genomics applications
Improve the genomics LLMs for gene expression profiling by incorporating new sequencing data types, adopting new foundation models, and applying new finetuning techniques in LLMs
Develop the Generative AI tool for automated genome editing design based on the improved LLM

Georgia IT, Inc.

About Georgia IT, Inc.

Georgia IT, Inc. provides IT Consulting for a wide range of IT services and custom build turn-key enterprise solutions. GIT specializes in improving business scalability and efficiency through BSM and SBA Solutions. GIT transforms business with service management and service automation solutions. We are BMC & HP partners. GIT Services include custom built enterprise software and customer-centric web portals, network design and implementation, remote and site-to-site VPN, network and server security assessment and setup, server and desktop virtualization, and many others. GIT also provides IT Consulting in many areas such as Disaster Recovery Planning, Enterprise Data Backup Strategy, Long Term Strategic IT Planning and Augmentation Professional Services Solutions. Professional Services Specialties: Business Process Integration, Software Integration & Development, Web portal, Networking, Remote and site-to-site VPN, Virtualization Solutions, Product Development Please contact us Hrus@georgiait.com / uthay@georgiait.com/470-798-5000 x 1010 / (732) 890-2535 direct

Founded: 2018

Company size: 51 - 200

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Job description

Data Scientist (Expert PyTorch & LLMs training) - 100% Remote
Duration: 12 Months Plus
Rate – DOE
Start Date – Immediately

Project Scope and Brief Description:
Next-generation Artificial Intelligence for Genomics will use more complex datatypes and be applied to new crop contexts. We need a Data Scientist with demonstrated expertise in training and evaluating transformers such as BERT and its derivatives.
Responsibilities
Improve the genomics LLMs for gene expression profiling by incorporating new sequencing data types, adopting new foundation models, and applying new finetuning techniques in LLMs. Develop the Generative AI tool for automated genome editing design based on the improved LLM.
Skills / Experience:
Required: Proficiency with Python, pyTorch, Linux, Docker, Kubernetes, Jupyter. Expertise in Deep Learning, Transformers, Natural Language Processing, Large Language Models.
Preferred: Experience with genomics data, molecular genetics. Distributed computing tools like Ray, Dask, and Spark.

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