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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in building scalable, FDA-ready data platforms and implementing automated data ingestion and quality control processes. Proficient in managing distributed processing on AWS and ensuring compliance with clinical validation standards.
Highest-signal resume keywords
PythonAWS (S3, AWS Batch, EC2 Spot)PostgreSQLDICOM21 CFR Part 11 Compliance
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Data Ingestion PipelinesQuality Control AutomationDistributed Data ProcessingExperiment TrackingDataset Versioning
Tools & Technologies
ClearMLLanceEncordOpenSearchFFmpeg
Industry Keywords
Medical ImagingClinical AI ValidationHIPAA/PHI HandlingRBACAudit Trails
Tech Stack
Tools & technologiesAWSEC2FFmpegJenkinsKubernetesPostgresPython
About the role
Key responsibilities & impact- Build and run a scalable, traceable, FDA-ready data platform bridging on-prem DGX and AWS for our 2026 submission.
- Implement ingestion + QC automation starting with CT DICOM, expanding to video/C-Arm and radiology reports.
- Implement/operate distributed processing on AWS Batch (Spot) for large-scale QC + predictions + derivatives.
- Deploy ClearML for dataset versioning/lineage and experiment tracking (runs/metrics/artifacts; provenance).
- Optimize training data access using Lance (or equivalent) for fast loading and incremental updates.
- Build a PostgreSQL-backed enrichment service for metadata/labels/predictions independent of raw media (optional search via OpenSearch/text+vector).
- Integrate/operate labeling workflows (Encord preferred; alternatives acceptable), incl. RBAC/QC/audit trail + algorithmic label ingestion.
- Establish a governed clinical validation environment meeting 21 CFR Part 11 expectations (access control, audit trail/WORM, provenance) and HIPAA/PHI handling.
Requirements
What you’ll need- Python
- AWS (S3, AWS Batch, EC2 Spot)
- Kubernetes
- HPA
- Karpenter
- Networking (VPC, VPN UiFI)
- Trivy
- Jenkins
- PostgreSQL
- DICOM
- PACS
- Orthanc
- ClearML
- Lance
- Encord
- OpenSearch
- FFmpeg
- Knowledge: Medical imaging (CT, DICOM), data ingestion pipelines, data quality (QC) automation, distributed data processing, experiment tracking and dataset versioning, metadata and label management, clinical AI validation, 21 CFR Part 11 compliance, HIPAA/PHI handling, RBAC, audit trails, WORM storage, vector search, media processing, annotation/labeling workflows, provenance and data lineage, PACS integration, radiology workflows.
Benefits
Comp & perks- 🌐 Worldwide ❌ Jobs You've Hidden ⭐️ Saved Jobs ✅ Applied Jobs ✉️ Email Alerts 👤 Account Intetics Website LinkedIn All Job Openings 501 - 1000 employees Founded 1995 🤖 Artificial Intelligence 🏢 Enterprise Artificial Intelligence
- Software Development
- Enterprise Intetics is an innovative company providing custom software development services, specializing in AI and machine learning solutions. They offer Remote In-Sourcing® to build expert teams for software engineering and data processing projects, along with advanced tools like TETRA™ for software quality assessment. Intetics aims to empower businesses by leveraging high-quality data and integrating modern technologies across various industries, including healthcare, finance, and more. Senior MLOps Specialist – 3 Month Project Job not on LinkedIn 🔥 1 hour ago 🇺🇦 Ukraine – Remote ⏰ Full Time 🟠 Senior 🤖 Machine Learning Engineer AWS EC2 FFmpeg Jenkins Kubernetes Postgres Python Apply Now Find Hiring Managers Customize resume + cover letter Report problem ☆ Save ☑️ Mark as applied ❌ Hide 📋 Description
- Build and run a scalable, traceable, FDA-ready data platform bridging on-prem DGX and AWS for our 2026 submission.
- Implement ingestion + QC automation starting with CT DICOM, expanding to video/C-Arm and radiology reports.
- Implement/operate distributed processing on AWS Batch (Spot) for large-scale QC + predictions + derivatives.
- Deploy ClearML for dataset versioning/lineage and experiment tracking (runs/metrics/artifacts; provenance).
- Optimize training data access using Lance (or equivalent) for fast loading and incremental updates.
- Build a PostgreSQL-backed enrichment service for metadata/labels/predictions independent of raw media (optional search via OpenSearch/text+vector).
- Integrate/operate labeling workflows (Encord preferred; alternatives acceptable), incl. RBAC/QC/audit trail + algorithmic label ingestion.
- Establish a governed clinical validation environment meeting 21 CFR Part 11 expectations (access control, audit trail/WORM, provenance) and HIPAA/PHI handling. 🎯 Requirements
- Python
- AWS (S3, AWS Batch, EC2 Spot)
- Kubernetes
- HPA
- Karpenter
- Networking (VPC, VPN UiFI)
- Trivy
- Jenkins
- PostgreSQL
- DICOM
- PACS
- Orthanc
- ClearML
- Lance
- Encord
- OpenSearch
- FFmpeg
- Knowledge: Medical imaging (CT, DICOM), data ingestion pipelines, data quality (QC) automation, distributed data processing, experiment tracking and dataset versioning, metadata and label management, clinical AI validation, 21 CFR Part 11 compliance, HIPAA/PHI handling, RBAC, audit trails, WORM storage, vector search, media processing, annotation/labeling workflows, provenance and data lineage, PACS integration, radiology workflows. Apply Now 📊 Check your resume score for this job Improve your chances of getting an interview by checking your resume score before you apply. Check Resume Score Similar Jobs Machine Learning Engineer 🕒 Yesterday Sigma Software Group 1001 - 5000 🎮 Gaming 📡 Telecommunications Website LinkedIn All Job Openings Machine Learning Engineer developing modern AI solutions at Sigma Software. Collaborating with teams to build and integrate ML systems using Python and Generative AI technologies. 🇺🇦 Ukraine – Remote ⏰ Full Time 🟡 Mid-level 🟠 Senior 🤖 Machine Learning Engineer Azure Cloud Docker Linux Python PyTorch SQL Tensorflow Machine Learning Engineer 🕒 6 days ago Sigma Software Group 1001 - 5000 🎮 Gaming 📡 Telecommunications Website LinkedIn All Job Openings Machine Learning Engineer developing AI-powered workplace assistants using Generative AI technologies. Collaborating with global teams on AI initiatives and product directions in a flexible, innovative environment. 🇺🇦 Ukraine – Remote ⏰ Full Time 🟡 Mid-level 🟠 Senior 🤖 Machine Learning Engineer Azure Cloud Docker Linux Python PyTorch SQL Tensorflow Senior / Principal Machine Learning Engineer 🕒 6 days ago Sigma Software Group 1001 - 5000 🎮 Gaming 📡 Telecommunications Website LinkedIn All Job Openings Senior Machine Learning Engineer developing scalable Machine Learning models for advertising intelligence. Analyzing datasets and collaborating with teams to improve forecasting and monetization strategies. 🇺🇦 Ukraine – Remote ⏰ Full Time 🟠 Senior 🤖 Machine Learning Engineer Apache AWS Cloud Distributed Systems Kafka Python SDLC Spark Go Machine Learning Engineer 🕒 July 8 Skylum 51 - 200 Website LinkedIn All Job Openings Senior Machine Learning Engineer developing and improving ML models for photo editing software at Skylum. Focus on computer vision and innovative AI technologies. 🇺🇦 Ukraine – Remote ⏰ Full Time 🟡 Mid-level 🟠 Senior 🤖 Machine Learning Engineer Python PyTorch Senior ML Engineer, LLMs, AWS 🕒 May 28 Provectus 501 - 1000 🤖 Artificial Intelligence ☁️ SaaS Website LinkedIn All Job Openings ML Engineer specializing in LLMs and AWS for Provectus, creating transformative AI solutions. Join our remote team and help us innovate with cutting-edge technology. 🇺🇦 Ukraine – Remote ⏰ Full Time 🟠 Senior 🤖 Machine Learning Engineer AWS Docker Python View More Machine Learning Engineer Jobs 🌐 Worldwide Built by Lior Neu-ner. I'd love to hear your feedback — Get in touch via DM or support@remoterocketship.com Search Search Jobs by country Search jobs by city Search jobs by job title Search entry-level jobs Search junior-level jobs Search senior-level jobs Search jobs by tech stack Search jobs by contract type Search remote internships Search remote part-time jobs Remote jobs Anywhere in the World Companies Hiring Anywhere in the World Companies Hiring Sales People Anywhere in the World Companies Hiring Software Engineers Anywhere in the World Resources Advice Tips for finding remote jobs Interview questions and answers Resume examples Cover letter examples Post a job Affiliates Privacy policy Terms of service Job board SEO course AI Apply Copilot OpenClaw job finder Find jobs using your resume Jobs by Country Remote jobs anywhere in the world (Worldwide remote jobs) Remote jobs United States Remote jobs Australia Remote jobs Brazil Remote jobs Canada Remote jobs France Remote jobs Ireland Remote jobs Germany Remote jobs Netherlands Remote jobs Spain Remote jobs UK Popular Jobs Remote data analyst jobs Remote customer support jobs Remote executive assistant jobs Remote marketing jobs Remote product designer jobs Remote product manager jobs Remote project manager jobs Remote recruiter jobs Remote sales jobs Remote software engineer jobs Jobs by Type Remote full-time jobs Remote part-time jobs Remote contract jobs Remote internship jobs Remote entry-level jobs Remote jobs with no experience required Remote junior jobs (1-3 years of experience) Digital nomad jobs Remote jobs with no degree required Freelance remote jobs Temporary remote jobs Remote jobs hiring now Stay at home mom jobs