Apply Large Language Models (LLMs) to a variety of applications within remote sensing such as tasking collections, identifying gaps in collection plans, analyzing patterns of life, and more. * Fine ...
Apply Large Language Models (LLMs) to a variety of applications within remote sensing such as tasking collections, identifying gaps in collection plans, analyzing patterns of life, and more. * Fine ...
Apply Large Language Models (LLMs) to a variety of applications within remote sensing such as tasking collections, identifying gaps in collection plans, analyzing patterns of life, and more. * Fine ...
Apply Large Language Models (LLMs) to a variety of applications within remote sensing such as tasking collections, identifying gaps in collection plans, analyzing patterns of life, and more. * Fine ...
Apply Large Language Models (LLMs) to a variety of applications within remote sensing such as tasking collections, identifying gaps in collection plans, analyzing patterns of life, and more. * Fine ...
Apply Large Language Models (LLMs) to a variety of applications within remote sensing such as tasking collections, identifying gaps in collection plans, analyzing patterns of life, and more. * Fine ...
Apply Large Language Models (LLMs) to a variety of applications within remote sensing such as tasking collections, identifying gaps in collection plans, analyzing patterns of life, and more. * Fine ...
Apply Large Language Models (LLMs) to a variety of applications within remote sensing such as tasking collections, identifying gaps in collection plans, analyzing patterns of life, and more. * Fine ...
Principal AI/ML Engineer (Large Language Model) (TS/SCI) {S} with Security Clearance
King Of Prussia, PA · On-site
Apply Large Language Models (LLMs) to a variety of applications within remote sensing such as tasking collections, identifying gaps in collection plans, analyzing patterns of life, and more. * Fine ...
Principal AI/ML Engineer (Large Language Model) (TS/SCI) {S} with Security Clearance
King Of Prussia, PA · On-site
Apply Large Language Models (LLMs) to a variety of applications within remote sensing such as tasking collections, identifying gaps in collection plans, analyzing patterns of life, and more. * Fine ...
Large Language Models and experience identifying ways to incorporate them into new domains and applications * Applying Transformer-based architectures to domains in other areas outside of Natural ...
Large Language Models and experience identifying ways to incorporate them into new domains and applications * Applying Transformer-based architectures to domains in other areas outside of Natural ...
Large Language Models and experience identifying ways to incorporate them into new domains and applications * Applying Transformer-based architectures to domains in other areas outside of Natural ...
Large Language Models and experience identifying ways to incorporate them into new domains and applications * Applying Transformer-based architectures to domains in other areas outside of Natural ...
Large Language Models and experience identifying ways to incorporate them into new domains and applications * Applying Transformer-based architectures to domains in other areas outside of Natural ...
Large Language Models and experience identifying ways to incorporate them into new domains and applications * Applying Transformer-based architectures to domains in other areas outside of Natural ...
Large Language Models and experience identifying ways to incorporate them into new domains and applications * Applying Transformer-based architectures to domains in other areas outside of Natural ...
Large Language Models and experience identifying ways to incorporate them into new domains and applications * Applying Transformer-based architectures to domains in other areas outside of Natural ...
Staff AI/ML Engineer (Large Language Model) (TS/SCI) {S} with Security Clearance
King Of Prussia, PA · On-site
Large Language Models and experience identifying ways to incorporate them into new domains and applications * Applying Transformer-based architectures to domains in other areas outside of Natural ...
Staff AI/ML Engineer (Large Language Model) (TS/SCI) {S} with Security Clearance
King Of Prussia, PA · On-site
Large Language Models and experience identifying ways to incorporate them into new domains and applications * Applying Transformer-based architectures to domains in other areas outside of Natural ...
Software Developer / Engineer - Philadelphia, PA (Locals Only)
Philadelphia, PA · On-site
$80 - $150/hr
Deploy and optimize open-source large language models (LLMs) such as Meta Llama 3 and Mistral/Mixtral in on-premises or private environments. * Develop Python-based applications for LLM inference ...
Quick apply
Software Developer / Engineer - Philadelphia, PA (Locals Only)
Philadelphia, PA · On-site
$80 - $150/hr
Deploy and optimize open-source large language models (LLMs) such as Meta Llama 3 and Mistral/Mixtral in on-premises or private environments. * Develop Python-based applications for LLM inference ...
Large Language Model (LLM) * MongoDB * Python Duties and Responsibilities: * Maintain existing predictive models while architecting for the future. This role will require architecting application ...
New
Large Language Model (LLM) * MongoDB * Python Duties and Responsibilities: * Maintain existing predictive models while architecting for the future. This role will require architecting application ...
New
Research Engineer - Post-Training & Small Language Models (SLMs), Healthcare AI
Philadelphia, PA · On-site
Research Engineer - Post-Training & Small Language Models (SLMs), Healthcare AI Three hundred fifty ... Apply PHI/HIPAA-aware data handling and produce model documentation suitable for regulated clinical ...
Research Engineer - Post-Training & Small Language Models (SLMs), Healthcare AI
Philadelphia, PA · On-site
Research Engineer - Post-Training & Small Language Models (SLMs), Healthcare AI Three hundred fifty ... Apply PHI/HIPAA-aware data handling and produce model documentation suitable for regulated clinical ...
Research Engineer - Post-Training & Small Language Models (SLMs), Healthcare AI
Pittsburgh, PA · On-site
Research Engineer - Post-Training & Small Language Models (SLMs), Healthcare AI Three hundred fifty ... Apply PHI/HIPAA-aware data handling and produce model documentation suitable for regulated clinical ...
Research Engineer - Post-Training & Small Language Models (SLMs), Healthcare AI
Pittsburgh, PA · On-site
Research Engineer - Post-Training & Small Language Models (SLMs), Healthcare AI Three hundred fifty ... Apply PHI/HIPAA-aware data handling and produce model documentation suitable for regulated clinical ...
Working knowledge of how modern large language models behave in applications, including tool and function calling, structured outputs, evaluation of model outputs, and the trade-offs between ...
Working knowledge of how modern large language models behave in applications, including tool and function calling, structured outputs, evaluation of model outputs, and the trade-offs between ...
Principal Engineer Tech Lead, Embodied AI & Off-Board Performance Evaluation
Pittsburgh, PA · On-site
Proven experience working with Large Language Models (LLMs) and Vision-Language Models (VLMs) for reasoning, parsing, and scene description. * Experience with parameter-efficient fine-tuning and ...
Quick apply
Principal Engineer Tech Lead, Embodied AI & Off-Board Performance Evaluation
Pittsburgh, PA · On-site
Proven experience working with Large Language Models (LLMs) and Vision-Language Models (VLMs) for reasoning, parsing, and scene description. * Experience with parameter-efficient fine-tuning and ...
Working knowledge of how modern large language models behave in applications, including tool and function calling, structured outputs, evaluation of model outputs, and the trade-offs between ...
Working knowledge of how modern large language models behave in applications, including tool and function calling, structured outputs, evaluation of model outputs, and the trade-offs between ...
Principal Engineer Tech Lead, Embodied AI & Off-Board Performance Evaluation
Pittsburgh, PA · On-site
We are seeking a talented Principal Engineer to technically oversee the design, development, and deployment of a novel Embodied AI and Large Language Model (LLM)-based monitoring framework for off ...
Principal Engineer Tech Lead, Embodied AI & Off-Board Performance Evaluation
Pittsburgh, PA · On-site
We are seeking a talented Principal Engineer to technically oversee the design, development, and deployment of a novel Embodied AI and Large Language Model (LLM)-based monitoring framework for off ...
Experience operationalizing large language model operations or machine learning operations capabilities, including evaluation, monitoring, versioning, and governance workflows. * Security ...
Experience operationalizing large language model operations or machine learning operations capabilities, including evaluation, monitoring, versioning, and governance workflows. * Security ...
Experience operationalizing large language model operations or machine learning operations capabilities, including evaluation, monitoring, versioning, and governance workflows. * Security ...
Experience operationalizing large language model operations or machine learning operations capabilities, including evaluation, monitoring, versioning, and governance workflows. * Security ...
Language Model information
What are language models?
Language models are artificial intelligence systems designed to understand, generate, and manipulate human language. They are trained on vast amounts of text data to predict the next word in a sequence, answer questions, write content, translate languages, and perform other language-related tasks. Modern language models, such as those based on deep learning, have revolutionized natural language processing by enabling more accurate and context-aware interactions between humans and machines.
What is the difference between Language Model vs Data Scientist?
| Aspect | Language Model | Data Scientist |
|---|---|---|
| Required Credentials | None specific; knowledge of NLP and AI concepts helpful | Bachelor's or higher in Data Science, Statistics, or related fields |
| Work Environment | AI development teams, research labs, tech companies | Business, finance, healthcare, and various industries |
| Employer & Industry Usage | Used in AI applications, chatbots, content generation | Analyzing data, building models, providing insights |
While both roles involve working with data and AI, a Language Model is an AI system designed to understand and generate human language, often developed by AI engineers. A Data Scientist analyzes data to extract insights and build predictive models, often utilizing language models as tools. Understanding the differences helps clarify career paths and job expectations in the AI and data fields.
What are the key skills and qualifications needed to thrive as a Language Model, and why are they important?
To thrive as a Language Model Engineer, you need a strong background in computer science, machine learning, and natural language processing, often supported by a relevant degree. Experience with frameworks like TensorFlow or PyTorch, and familiarity with large-scale data processing tools, are typically required. Strong analytical thinking, collaboration, and problem-solving skills help in designing effective models and working with cross-functional teams. These capabilities are crucial for developing performant and accurate language models that meet complex real-world communication needs.
What are the common challenges faced by professionals working on language model development teams?
Professionals developing language models often encounter challenges such as managing large datasets, addressing biases in training data, and optimizing model performance while balancing computational resources. Collaboration with cross-functional teams—including data scientists, engineers, and domain experts—is essential to ensure the model's accuracy and relevance. Additionally, staying current with rapid advancements in AI research and maintaining responsible AI practices are crucial aspects of the role.
What are popular job titles related to Language Model jobs in Pennsylvania? For Language Model jobs in Pennsylvania, the most frequently searched job titles are:
What job categories do people searching Language Model jobs in Pennsylvania look for? The top searched job categories for Language Model jobs in Pennsylvania are:
What cities in Pennsylvania are hiring for Language Model jobs? Cities in Pennsylvania with the most Language Model job openings:
Principal AI/ML Engineer (Large Language Model) (TS/SCI) {S}
King Of Prussia, PA • Remote
Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Re-posted yesterday
Job description
ARKA Group L.P. (“ARKA”) is an advanced technologies company serving the U.S. military, intelligence community, and commercial space industry delivering next-generation solutions to support the national security space enterprise. Built on more than six decades of excellence, ARKA brings modern approaches and a culture of innovation to the challenges of today.
Join the ARKA team to learn how Beyond Begins Here. Discover your next career opportunity now!
Position Overview:
The Principal AI/ML Engineer will support the development of AI/ML algorithms in a multitude of disciplines from object detection/classification, natural language processing, reinforcement learning, and large language models.
We offer generous relocation benefits for eligible candidates.
In support of work/life balance, many positions are available for a flexible schedule within the pay period. Ask us about the opportunity for flex scheduling if that’s of interest to you.Â
Responsibilities:
Lead and mentor a multidisciplined team consisting of developers and researchers to implement machine learning algorithms to solve a broad set of challenges for our various customers
- Apply Large Language Models (LLMs) to a variety of applications within remote sensing such as tasking collections, identifying gaps in collection plans, analyzing patterns of life, and more.
- Fine tune foundation models and building adaptors for new applications (llama factory, PEFT)
- Apply retrieval augmented generation (RAG) techniques to data to populate and query vector databases (e.g. Weaviate)
- Build custom applications with LLM frameworks such as LangChain, DSPy
- Deploy LLM solutions across cloud-based and local resources using kubernetes (llama.ccp, vllm etc)
- Analyze large multi-domain datasets such as images, text and/or graph data, to identify statistically relevant features to build models that provide analysts with actionable data
- Review relevant publications to understand and apply cutting edge concepts to defense and commercial applications
- Interface with both internal and external leadership to communicate technical status
Required Qualifications:
- BS in machine learning, computer science, mathematics, or related fields.
- 10+ years of experience, preferably in software development or as a data scientist with 2+ years of building LLM applications using some of the following:
- Fine-tuning foundational models
- Steering Techniques (e.g Sparse auto encoders, representation tuning)
- Building adapters to use foundational models (e.g. PEFT, llama factory)
- Prompt engineering techniques / Inference time techniques (e.g. chain of thought, tree of thoughts, etc.)
- Using Retrieval Augmented Generation techniques to populate and query vector databases (e.g. Weaviate, pinecone)
- Using LLM Frameworks (e.g. LangChain, DSPy)
- Using AI APIs ( e.g AWS Bedrock, OpenAI)
- Using LLM deployment frameworks (eg llama.cpp, vllm, tgi)
- Developing UIs with ReAct
- Fine-tuning foundational models
- Experience leading an interdisciplinary team of researchers and software developers and working with a program manager to define project scope and schedule to ensure we meet project milestones as defined by our customers
- Experience with Python and data science / machine learning libraries (e.g. PyTorch, TensorFlow, Keras, OpenCV, NumPy, Pandas, Polars, scikit-learn, etc.)
- Active TS/SCI U.S. Government Security Clearance
Preferred Qualifications:
- MS or PhD in machine learning, computer science, mathematics, or related fields.
- Experience leading an interdisciplinary team of researchers and software developers
- Experience with any of the following Computer Vision domains:
- Large Language Models and experience identifying ways to incorporate them into new areas and applications
- Applying Transformer-based architectures to domains in other areas outside of Natural Language Processing (NLP) such as computer vision
- Object detection algorithms such as YOLO and Faster-RCNN
- Natural Language Processing algorithms such as BERT
- Generative Adversarial Networks and Variational Autoencoders
- Reinforcement learning and familiarity with Gymnasium Gym, RLlib, and Stable Baselines
- Applying clustering algorithms and/or deep neural networks to real life problems
- Implementing tracking and pattern-of-life algorithms
- Experience with Machine Learning libraries and frameworks such as HuggingFace and LangChain
- Experience with Computer Vision libraries such as OpenCV, Nerfstudio, FiftyOne, etc.
- Experience with Linux
- Familiarity with using AWS cloud computing resources such as EC2, S3, Lambda, etc.
- Experience with any of the following additional languages: Java, C++, Rust, Go, and/or C#
- Experience implementing algorithms on the GPU in Python or C++ using CUDA and other CUDA libraries
- Experience with implementing tracking and pattern-of-life algorithms
- Experience in application deployment, virtualization, and containerization (e.g. Podman, Docker, Kubernetes, Rancher)
- Experience working with various Remote Sensing datasets (e.g. EO/OPIR/SAR images, passive RF, etc.)
- Experience shaping and writing proposals
Location: King of Prussia, PA
Situated less than an hour outside of Philadelphia and hosting the largest mall on the east coast, King of Prussia offers the urban feel sought in the city, while also giving opportunities to experience the beauty and history found only in Pennsylvania.
What We Offer:
- Comprehensive medical/vision/dental insurance packages
- Company contributions to qualified HSA accounts
- 401k retirement plan with industry leading company contributions
- 3 weeks of vacation accrual per year plus time off for sick leave and unscheduled life events
- 13 paid holidays
- Upfront tuition assistance for approved degree programs
- Annual bonus program based on company and employee performance
- Company paid life insurance, AD&D, Short-Term and Long-Term disability insurance
- 4 weeks paid Parental Leave
- Employee assistance program (EAP)
EHS/Environmental Requirements:
This job operates in a professional office environment. While performing the duties of this job, the employee routinely is required to use hands to keyboard, communicate, listen to, and interpret instructions and remain stationary for extended periods of the time. This would require the ability to move around the campus and occasionally move/lift items weighing up to 25 lbs. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions of the job.
Applicants are invited to apply for a reasonable accommodation to perform the essential duties of the job. To apply, send a request to staffing@arka.org or contact 203-797-5000 and press 2 for Human Resources.
ITC & Security Clearance Requirements:
This position requires an active TS/SCI U.S. Government Security Clearance.
Visa Restrictions:
No visa sponsorship is available for this position.
Pre-employment Screenings:
Employment with any ARKA companies in the U.S. is contingent upon satisfactory completion of several pre-employment requirements to include a credit check, background check, and drug screen.