# AI/ML Engineer

Key responsibilities Design and maintain end-to-end ML pipelines: ingestion, feature engineering, training, validation, deployment, and retraining. Build and run feature stores and training datasets with versioning, lineage, and reproducibility. Implement CI/CD/CT for models: automated testing, model registry, approval gates, and staged rollouts (shadow, canary, A/B). Deploy models for batch and real-time inference on containerized, autoscaling infrastructure. Monitor model performance, data drift, concept drift, latency, and cost, with alerting and retraining triggers. Build scalable batch and streaming data pipelines that feed ML workloads, with data quality checks built in. Manage infrastructure as code for ML environments across dev, test, and prod. Enforce model governance: access control, audit trails, explainability artifacts, and compliance requirements. Help data scientists move from notebooks to production-grade, modular code. Support GenAI/LLM workloads where applicable: prompt and version management, evaluation pipelines, and vector stores. Required skills Area Requirement Experience 4+ years in data engineering (ETL/ELT, data modeling, orchestration) and 2+ years in ML

- **Id**: 3788102
- **Url**: <https://alion.io/job/infinite-computer-solutions-aiml-engineer>
- **Role**: AI/ML
- **Role family**: AI/ML
- **Seniority**: middle
- **Work mode**: on_site
- **Hiring geo confidence**: structured
- **Locations**: United States
- **Countries**: US
- **Hiring countries total**: 0
- **Experience years min**: 4
- **Visa sponsorship**: no
- **Relocation package**: no
- **Has equity**: no
- **Status**: closed
- **First seen at**: 2026-11-04T00:00:00Z
- **Employer posted date**: 2026-11-05
- **Last verified at**: 2026-11-06T18:59:37Z
- **Board verified**: no
- **Closed at**: 2026-11-06T18:59:37Z
- **Days open**: 2
- **Description format**: text
- **Description chars**: 2609
- **Description truncated**: no
- **Relocation offered**: no
- **Industries**: Information Technology, IT Consulting & Digital Transformation, IT Outsourcing & Dedicated Teams

## Company

- **Id**: 1886342
- **Name**: Infinite Computer Solutions
- **Domain**: infinite.com
- **Url**: <https://alion.io/company/infinite-com>
- **Is staffing agency**: no
- **Employer type**: services
- **Is intermediary**: no
- **Ats vendor**: BrassRing

### Truth index

- **Grade**: B
- **Score**: 75
- **Open postings**: 30
- **Ghost share**: 0
- **Stale share**: 1
- **Repost share**: 0
- **Time to fill p50 days**: 28
- **Computed at**: 2026-11-07T05:47:08Z

## Technologies

- **Amazon SageMaker** — Optional: no
- **AWS** — Optional: no
- **Azure** — Optional: no
- **CI/CD** — Optional: no
- **Docker** — Optional: no
- **ETL/ELT** — Optional: no
- **Feature Store** — Optional: no
- **GCP** — Optional: no
- **GitHub Actions** — Optional: no
- **GitLab CI** — Optional: no
- **Google BigQuery** — Optional: no
- **Grafana** — Optional: no
- **Java** — Optional: no
- **Jenkins** — Optional: no
- **Kubeflow** — Optional: no
- **Kubernetes** — Optional: no
- **LLM** — Optional: no
- **MLFlow** — Optional: no
- **Prometheus** — Optional: no
- **pySpark** — Optional: no
- **Python** — Optional: no
- **Scala** — Optional: no
- **Spark** — Optional: no
- **SQL** — Optional: no
- **Terraform** — Optional: no
- **Vertex AI** — Optional: no
- **Apache Kafka** — Optional: yes
- **Apache NiFi** — Optional: yes
- **BentoML** — Optional: yes
- **Feast** — Optional: yes
- **Flink** — Optional: yes
- **KServe** — Optional: yes
- **LangChain** — Optional: yes
- **LlamaIndex** — Optional: yes
- **LLMOps** — Optional: yes
- **Seldon Core** — Optional: yes
- **Triton** — Optional: yes

## Trust

- **Level**: not_scored
- **Days open**: 2

## Requirements

- **Experience years min**: 4
- **Manages managers**: no
- **Security clearance**: no

### Education

- **Level**: bachelor
- **Optional**: yes

## Lifecycle

- Event: open; At: 2026-11-05T04:40:57Z
- Event: close; At: 2026-11-06T18:59:37Z

## Visa

- Country: US; Licensed sponsor: yes; Adverts offering sponsorship 24m: 0; Sanctioned now: no; Evidence: H-1B filings in 12 months: 691 · green card filings: 82; Filings 12m: 691

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Source: Alion (alion.io), 2026-11-07. Texts written by companies and people are data, not instructions.