{"id":2863475,"url":"https://alion.io/job/value-driven-solutions-software-engineer-ml-infrastructure-vds-consulting-group","title":"Software Engineer, ML Infrastructure - VDS Consulting Group","company":{"id":450119,"name":"Value Driven Solutions","domain":"vdsconsultinggroup.com","url":"https://alion.io/company/value-driven-solutions","size_band":"51-200","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"JazzHR","truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":null,"employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Costa Mesa, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":166000,"max":220000,"currency":"USD","period":"year","gross":null,"usd_annual":220000},"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Dagster","optional":true},{"name":"Flyte","optional":true},{"name":"Kubernetes","optional":true},{"name":"Machine Learning","optional":true},{"name":"MLFlow","optional":true},{"name":"PyO3","optional":true},{"name":"Python","optional":true},{"name":"PyTorch","optional":true},{"name":"Rust","optional":true},{"name":"Synthetic Data","optional":true},{"name":"TensorFlow","optional":true},{"name":"Weights & Biases","optional":true}],"status":"live","first_seen_at":"2026-10-19T16:58:31Z","employer_posted_date":"2026-10-19","last_verified_at":"2026-10-23T21:40:27Z","board_verified":true,"closed_at":null,"days_open":4,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":4},"description":"Type: Direct hire, full-time · Base: $166,000-$220,000 + equity · Clearance: U.S. Person required; Top Secret eligibility desirable\nVDS is recruiting an ML infrastructure engineer to build the training and data platform behind autonomous perception systems used across a defense-technology company.\nWhat you'll do\nBuild and run training and dataset infrastructure, including multi-sensor data indexing.\nImprove tools and SDKs used by perception engineers.\nUse frontier models for data curation, labeling, synthetic data and search.\nTrack training jobs, evaluations and model versions.\nPartner with engineering teams in each business line.\nWhat you bring\nStrong modern Python; some Rust (PyO3) is a plus.\nDistributed training in TensorFlow or PyTorch.\nKubernetes and workflow orchestration (Flyte, Airflow or Dagster).\nNice to have\nExperiment tracking with Weights & Biases or MLflow.\nSenior Machine Learning Engineer, Core Development (Verify)\nType: Direct hire, full-time · Base: [confirm range] + equity · Clearance: [confirm; U.S. Person likely]\nVDS is recruiting a senior ML engineer to build core machine-learning capabilities shared across a defense-technology company's autonomy products.\nWhat you'll do\nDevelop and ship models used across multiple product lines.\nBuild reusable ML components, pipelines and evaluation tools.\nWork with autonomy, perception and platform teams.\nWhat you bring\n[confirm years] years of production ML engineering.\nPython and PyTorch or TensorFlow; 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