Jobs in the United States

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Principal Reverse Engineering/Vulnerability Research Engineer
Clarity Innovations
Remote, United States
Principal Reverse Engineer/Vulnerability Researcher
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Principal Reverse Engineering/Vulnerability Research Engineer
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SC · Herndon, VA
Principal Reverse Engineer/Vulnerability Researcher
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Sr. Staff Embedded Controls Engineer Body Controls
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Palo Alto, CA
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Sr. Staff Embedded Controls Engineer Body Controls - positions offered by Ford Motor Company (Palo Alto, California). Note, this is a hybrid position whereby the employee will work both…
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Quality Auditor - 2nd Shift
REVERE PLASTICS SYSTEMS
CLYDE, OH
· Perform audits of the job books and report any findings to the responsible Quality Engineer.
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Quality Auditor - 3rd Shift
REVERE PLASTICS SYSTEMS
CLYDE, OH
· Perform audits of the job books and report any findings to the responsible Quality Engineer.
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Quality Auditor - 1st Shift
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CLYDE, OH
· Perform audits of the job books and report any findings to the responsible Quality Engineer.
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The Chief Engineer is responsible for the oversight of the building maintenance of the property. This includes the interior as well as the exterior of the building. This person must be…
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Maintenance Technician
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Environmental Task Manager
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Added 1 min ago
Sr. Site Reliability Engineer, Infrastructure
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Transmission Line Engineer Team Lead
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Oil & Gas EIT/Coordinator
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Electrical Engineer - Multiple Levels
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Added 2 mins ago
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Systems Engineer 2
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RF System Engineer 1
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- $110,000 to $130,000 USD / year
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NextGen Systems Engineer
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- $200,000 to $225,000 USD / year
CTP is seeking an experienced System Engineer 3 to lead systems engineering efforts supporting scalable solutions across Linux server environments, containerized platforms, and NexGen…
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AI/Machine Learning Engineer 2
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- $160,000 to $185,000 USD / year
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HVAC Mechanical Design Engineer
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Senior Data Engineer
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Senior Engineer, AI Platform
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As a Senior Engineer, AI Platform, you'll help build the foundation that powers AI across OneMagnify’s products, delivery teams, and client programs. Working alongside our AI Platform team,…
Added 3 mins ago
Transmission Line Engineer Team Lead
HDR
Columbia, SC
HDR is looking for a Transmission Line Engineer - Team Lead to join our team in South Carolina. This individual will provide technical leadership, design oversight, and project coordination…
Added 3 mins ago
Oil & Gas EIT/Coordinator
HDR
Denver, CO
…responsible growth. This isn’t just a job, it’s a chance to engineer smarter solutions, drive industrial innovation and make a lasting…
Added 3 mins ago
Project Engineer
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Charlotte, NC
Keller is looking for an experienced Project Engineer based out of our Asheville, NC location.

RIVA Solutions, Inc.

Artificial Intelligence and Machine Learning Engineer

United States

$180,000 - $190,000 USD

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Job details

Pay: $180,000 - $190,000 USD
Experience: 5+ years of applied ML, data science, or AI engineering experience, including 2+ years building applications on large language models in production or near-production settings.
Posting language: English
Posted: Nov 3, 2026

Original job description

RESULTS. INNOVATION. VALUES. ACCOUNTABILITY.

That’s RIVA.

We’re a mission-driven IT services company and systems integrator supporting digital transformation and modernization for federal government agencies. Since 2009, we’ve partnered with our customers to solve complex challenges through smart, practical innovation to deliver real outcomes where they matter most. Our teams are made up of industry-leading experts who are passionate about doing great work and making a difference. We don’t just develop solutions, we support efforts that strengthen communities and serve the public good.

RIVA’s culture is built on four core values: Results, Innovation, Values, and Accountability. They guide how we work, how we collaborate, and how we measure success. Our employee-first approach is rooted in trust, ownership, and meaningful work. By investing in our people and fostering a flexible, supportive environment, employees have the opportunity to grow their skills, contribute ideas, and make an impact from day one. all while supporting missions that matter.

POSITION OVERVIEW

RIVA Solutions seeks an AI Subject Matter Expert to support the USPTO P-TACTS program, the Patent Trial and Appeal Board (PTAB) case tracking and electronic filing system. You will design, build, and evaluate production AI solutions that turn unstructured legal filings into reliable, structured data. A current example: a pipeline that reads PTAB petitions, institution decisions, and final written decisions, then extracts trial-level and claim-level outcomes. The team measures the pipeline against analyst-labeled ground truth. The output supports reporting that PTAB delivers to Congress. You will work mainly in Python on Databricks, inside a secured federal environment. Development runs on remote instances through VPN. LLM access runs through an agency AI gateway, and approved models trail the commercial market. You will work directly with government stakeholders and engineers to turn mission needs into working, maintainable, and measurable applications.

WHAT YOU WILL DO

• Build LLM pipelines that extract structured data from long, unstructured legal documents.

Decide when a task needs a flexible agentic harness and when it needs a constrained, step-by-step pipeline. Build either one.
Validate model outputs against schemas, allowed values, and business rules. Handle failures without losing records silently.
Design evaluations against ground truth. Choose the right metric for the problem, run error analysis, and report results in plain terms.
Use AI coding tools such as Claude Code every day to build, test, and review code.
Keep pipelines stable as approved models change, using version pinning, regression test sets, and prompt versioning.
Advise the customer on future use cases, including fine-tuning small language models or adapters when the data supports it.

MINIMUM QUALIFICATIONS

Bachelor's degree in Computer Science, Data Science, Engineering, or a related field.
5+ years of applied ML, data science, or AI engineering experience, including 2+ years building applications on large language models in production or near-production settings.
Strong Python skills, including data work with pandas or PySpark.
Solid ML fundamentals: classification, train and test splits, overfitting, data leakage, and model selection.
Hands-on evaluation skill: precision, recall, F1, confusion matrices, class imbalance, and comparison to labeled ground truth.
Production experience building with LLM APIs, including structured output, tool calling, and prompt design.
Experience building or debugging an agent harness, and the judgment to explain when a structured pipeline is the better choice.
Experience validating LLM output with schemas (for example, Pydantic or JSON Schema), retries, and exception handling.
Daily use of AI coding assistants such as Claude Code, Codex, Cursor, or GitHub Copilot.
Hands-on experience building and running ML or LLM workloads on Databricks or a major cloud platform (AWS, Azure, or GCP). Examples: data pipelines in PySpark or notebooks, calling hosted models through Databricks Model Serving, Amazon Bedrock, Amazon SageMaker, Azure OpenAI, Azure Machine Learning, or Vertex AI, and tracking experiments in MLflow.
AWS Certified Machine Learning Engineer - Associate, or an equivalent cloud ML certification. An active AWS Certified Machine Learning - Specialty also counts.
Eligibility to obtain a USPTO Public Trust and authorization to work in the U.S.

PREFERRED QUALIFICATIONS

Databricks experience, including Jobs, Delta Lake, MLflow, and Unity Catalog. PyTorch experience, including fine-tuning small language models or training LoRA adapters.
AWS experience, including Amazon Bedrock.
Information extraction from scanned or long documents, including OCR and layout analysis.
Retrieval augmented generation and vector databases.
MLOps experience: pipeline orchestration, evaluation sets run in CI, and monitoring of output quality over time.
Experience working through an enterprise AI gateway with cost tracking and request filtering.
Databricks Certified Machine Learning Professional, Databricks Certified Machine Learning Associate, Databricks Certified Generative AI Engineer Associate, AWS Certified Machine Learning Engineer - Associate, or an equivalent cloud certification.
Experience with USPTO, PTAB, or patent and legal data.
Prior delivery on federal government contracts, including FISMA Moderate systems.

The salary or salary range for this role reflects an estimated range informed by multiple compensation factors. Final offers may vary based on considerations such as relevant experience, education and training, critical skillsets, and overall business needs.

Pay range

$180,000 - $190,000 USD

EQUAL EMPLOYMENT OPPORTUNITY & ACCOMMODATION

We believe great teams are built from different backgrounds, perspectives, and lived experiences, and we mean that beyond the buzzwords.

RIVA is an equal opportunity employer. We welcome applicants of every race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, veteran status, and any other characteristic protected by law.

If you need an accommodation at any point in our process, send an email to talent@rivasolutionsinc.com, we'll be happy to help.

VETERAN SUPPORT & ACCESSIBILITY

As a federal contractor, RIVA follows the requirements of the Vietnam Era Veterans' Readjustment Assistance Act (VEVRAA) and Section 503 of the Rehabilitation Act, supporting the employment and advancement of protected veterans and individuals with disabilities. If you're a veteran, we encourage you to self-identify during the application process, it helps us track our hiring commitments and, in some cases, may support priority referral for open roles.

RIVA also invites applicants to voluntarily self-identify as having a disability during the application process, not because it affects your chances of being hired, but because it helps us measure how well we're living up to our commitments and identify where we can do better. Your response is confidential and entirely optional.

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More about this job

Skills

Artificial intelligence
Machine learning
Reporting
Python
Databricks
VPN
Computer science
pandas
PySpark
ML
Debugging
GitHub
AWS
Microsoft Azure
Google Cloud
Mlflow
AWS certification
Unity
PyTorch
Information extraction
OCR

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