Salary
$166k – $220k per year
Location
In office (Costa Mesa)
Confirmed on the employer's own hiring board on Oct 20, 2026. First seen by Alion on Oct 19, 2026.
Overview
Company
Impact
Profile match
VDS Consulting Group, also known as Value Driven Solutions, is a leading global management consulting firm specializing in helping businesses achieve world-class performance. With a focus on continuous improvement, they offer a range of custom solutions to drive growth and optimize operations. Their services include lean consulting, interim staffing, and employee training, all designed to enhance business processes and improve shareholder value. Whether you're seeking rapid improvements or long-term strategic initiatives, VDS Consulting Group can deliver substantial gains in profitability and working capital. Their expertise spans various industries, including aerospace & defense, food & beverage, industrial & manufacturing, oil & gas, pharmaceuticals & medical devices, private equity, procurement, semiconductor & electronics, specialty chemicals, and supply chain & operations. At VDS Consulting Group, they follow the Value Driven Approach®, which involves conducting a diagnostic of current performance, proposing improvement opportunities, developing a roadmap, addressing talent needs, and ensuring committed delivery with measurable outcomes. Trusted by global leaders, VDS Consulti
Type: Direct hire, full-time · Base: $166,000-$220,000 + equity · Clearance: U.S. Person required; Top Secret eligibility desirable
VDS is recruiting an ML infrastructure engineer to build the training and data platform behind autonomous perception systems used across a defense-technology company.
What you'll do
- Build and run training and dataset infrastructure, including multi-sensor data indexing.
- Improve tools and SDKs used by perception engineers.
- Use frontier models for data curation, labeling, synthetic data and search.
- Track training jobs, evaluations and model versions.
- Partner with engineering teams in each business line.
What you bring
- Strong modern Python; some Rust (PyO3) is a plus.
- Distributed training in TensorFlow or PyTorch.
- Kubernetes and workflow orchestration (Flyte, Airflow or Dagster).
Nice to have
- Experiment tracking with Weights & Biases or MLflow.
Senior Machine Learning Engineer, Core Development (Verify)
Type: Direct hire, full-time · Base: [confirm range] + equity · Clearance: [confirm; U.S. Person likely]
VDS is recruiting a senior ML engineer to build core machine-learning capabilities shared across a defense-technology company's autonomy products.
What you'll do
- Develop and ship models used across multiple product lines.
- Build reusable ML components, pipelines and evaluation tools.
- Work with autonomy, perception and platform teams.
What you bring
- [confirm years] years of production ML engineering.
- Python and PyTorch or TensorFlow; experience deploying models at scale.
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