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AI Engineer at Adavo AB
Stockholm, , Sweden - Full Time
Skills Needed
Python, Typescript, Java, Ai Implementation, Generative Ai, Large Language Models, Rag, Agent Based Solutions, Api Development, Cloud Ai Platforms, Mlops, Ci/Cd, Information Security, Data Protection, Scalable Architecture, Software Development
Specialization
Requires at least 5 years of developer experience, specifically with Python, and proficiency in TypeScript or Java. Must have a proven track record of scaling AI solutions and a strong understanding of information security and data protection.
Experience Required
Minimum 5 year(s)
Engineer II at Allegiance Medical, Inc.
San Carlos, Negros Occidental, Philippines - Full Time
Skills Needed
Solidworks, Bluebeam, Sap, Agile, Manufacturing Execution Systems (Mes), Gd&T, Weldment Fabrication, Tooling And Fixture Design, Bom Management, Process Routing, Lean Manufacturing, Six Sigma, Cad Modeling, Technical Documentation, Problem Solving, Cross Functional Collaboration
Specialization
Requires a Bachelor's degree in a relevant engineering field with at least 2 years of manufacturing experience, or a Diploma with 5 years of experience. Proficiency in SolidWorks, SAP, and Agile, along with knowledge of GD&T and weldment fabrication, is essential.
Experience Required
Minimum 2 year(s)
IT Engineer at Detection Technology
Minhang District, Shanghai, China - Full Time
Skills Needed
It Infrastructure, It Support, Information Security, Microsoft Environments, On Prem Datacenter, Cloud Platforms, Identity And Access Management, Ai Adoption, English Communication, Chinese Communication, Troubleshooting, Network Management
Specialization
Requires at least five years of experience in IT operations with strong expertise in Microsoft environments, on-prem datacenters, and cloud platforms. Must be proficient in English and Chinese with a proactive, service-minded approach to technical support.
Experience Required
Minimum 5 year(s)
AI Engineer at Paragon
Tel-Aviv, Tel-Aviv District, Israel - Full Time
Skills Needed
Ai Infrastructure, Devops, Linux, Docker, Kubernetes, Ci/Cd, Python, Go, Distributed Systems, System Design, Gpu Clusters, Backend Engineering
Specialization
Requires over 4 years of experience in infrastructure engineering, DevOps, or backend systems. Must be proficient in Linux, containerization, CI/CD pipelines, and coding in Python or Go.
Experience Required
Minimum 5 year(s)
QA Engineer at BITĖ Lietuva
Vilnius, Vilnius County, Lithuania - Full Time
Skills Needed
Test Case Design, Defect Tracking, Api Testing, Sql, Postman, Agile, Analytical Thinking, Problem Solving, English Proficiency, Manual Testing
Specialization
Candidates need 2+ years of experience in manual testing and familiarity with Agile development processes. Proficiency in English and the ability to work in fast-paced, deadline-driven environments are required.
Experience Required
Minimum 2 year(s)
AI Engineer at Sopra Steria
Brussels, Brussels-Capital, Belgium - Full Time
Skills Needed
Python, Machine Learning, Natural Language Processing, Large Language Models, Rag, Mlops, Vector Databases, Devops, Cloud Platforms, Software Engineering, Conversational Ai, Model Monitoring, Semantic Search, Data Engineering, Ai Architecture, Experiment Tracking
Specialization
Requires at least 3 years of experience in ML, Data Science, or MLOps with a strong background in Python and software engineering. A Master's or PhD in AI, Computer Engineering, or a related field is required, along with proficiency in English and Dutch or French.
Experience Required
Minimum 2 year(s)
Engineer II at Orchestra
, , - Full Time
Skills Needed
Cnc Router Operations, Plastic Machining Principles, Cad/Cam Systems, Solidworks, Solidcam, Alphacam, Cimatron, G & M Code Programming, Mechanical Drawings Interpretation, Analytical Skills, Problem Solving Skills, Quality Assurance Techniques, Microsoft Office Suite, Plastic Manufacturing Experience, Process Optimization, Continuous Improvement
Specialization
Candidates should have 3-5 years of experience as a CNC Engineer or Production Engineer, preferably in plastic machining, along with a degree in any engineering discipline, preferably Mechanical or Mechatronic. Knowledge of manufacturing processes, fabrication methods, and experience with CNC Router machines is essential.
Experience Required
Minimum 2 year(s)
AI Engineer at Sopra Steria
Brussels, Brussels-Capital, Belgium - Full Time
Skills Needed
Python, Machine Learning, Natural Language Processing, Large Language Models, Rag, Mlops, Devops, Vector Databases, Cloud Platforms, Software Engineering, Model Monitoring, Semantic Search, Conversational Ai, Data Engineering, Ai Architecture, Model Fine Tuning
Specialization
Requires at least 3 years of experience in ML, Data Science, or MLOps with a strong background in Python and software engineering. A Master's or PhD in AI, Machine Learning, or Computer Engineering is required, along with fluency in English and Dutch and/or French.
Experience Required
Minimum 2 year(s)
ML Engineer at Malomatia
Doha, , Qatar - Full Time
Skills Needed
Mlops, Python, Docker, Kubernetes, Scikit Learn, Tensorflow, Pytorch, Mlflow, Kubeflow, Ci/Cd, Oracle Cloud Infrastructure, Model Deployment, Data Pipelines, Model Monitoring, Api Design, Terraform
Specialization
Requires 4+ years of software or ML engineering experience with a strong background in Python and production-level ML frameworks. Candidates should be proficient in containerization, MLOps tooling, and cloud infrastructure management.
Experience Required
Minimum 5 year(s)
AI Engineer at CLINISYS INC
Bengaluru, karnataka, India - Full Time
Skills Needed
Microsoft Foundry, Semantic Kernel, Langchain, Langgraph, Github Copilot, Rag, Prompt Engineering, Python, Javascript, Typescript, C# .Net, React, Azure Openai, Vector Stores, Llm Apis, Full Stack Development
Specialization
Requires a Bachelor's degree in Computer Science or a related field with 3+ years of full-stack development and 1-2 years of experience building AI/LLM applications. Proficiency in AI orchestration frameworks and modern full-stack languages is essential.
Experience Required
Minimum 2 year(s)
Engineer II at TOWNEPLACE SUITES BY MARRIOTT SAN DIEGO AIRPORT LIBERTY STATION
Chicago, Illinois, United States - Full Time
Skills Needed
Preventative Maintenance, Equipment Inspection, Guest Relations, Inventory Management, Safety Compliance, Technical Troubleshooting, Facility Maintenance, Professional Communication
Specialization
Requires at least 2 years of related work experience and a degree from a technical, trade, or vocational school. Must be able to lift up to 50 pounds and perform physical tasks like climbing ladders and bending.
Experience Required
Minimum 2 year(s)
ML Engineer at Sensio
Oslo, , Norway - Full Time
Skills Needed
Machine Learning, Prototyping, Software Integration, Firmware Integration, Cross Functional Collaboration
Specialization
The candidate should be capable of working in a cross-functional development environment. Experience in bridging the gap between hardware and software for AI applications is expected.
Experience Required
Minimum 2 year(s)
AI Engineer at KPN
Amsterdam, North Holland, Netherlands - Full Time
Skills Needed
Python, Java, Agentic Ai, Reinforcement Learning, Software Engineering, Distributed Systems, Ai/Ml Pipelines, Model Deployment, Cloud Native Architecture, Containerization, Ci/Cd, System Design, Monitoring, Governance Strategies, Data Pipelines, Model Serving
Specialization
Requires a strong background in software engineering and production-grade AI/ML deployment using Python or Java. Candidates should be familiar with cloud-native architectures and have a keen interest in reinforcement learning and agentic AI.
Experience Required
Minimum 5 year(s)
ML Engineer at Tilencia
Paris, Ile-de-France, France - Full Time
Skills Needed
Machine Learning, Nlp, Generative Ai, Mlops, Voicebots, Chatbots, Asr, Tts, Ci/Cd, Prompt Engineering
Specialization
Requires 3 years of experience with a solid background in Machine Learning and Natural Language Processing. Candidates must be able to handle the end-to-end lifecycle of conversational AI models.
Experience Required
Minimum 2 year(s)
ME Engineer at Trane Italia
Zhongshan, Guangdong, China - Full Time
Skills Needed
Lean Production, Project Management, Autocad, Pro E, 3d Design Software, Manufacturing Process Design, Kaizen, Poka Yoke, Root Cause Analysis, Ehs Management, Standard Work, Value Stream Analysis
Specialization
Requires a Bachelor's degree in Industrial, Mechanical, or Mechatronics Engineering with over 7 years of experience in HVAC manufacturing and lean production. Must be proficient in 3D design software and possess strong project management and English communication skills.
Experience Required
Minimum 5 year(s)
AI Engineer at Nomia
Bengaluru, karnataka, India - Full Time
Skills Needed
Python, Natural Language Processing, Rag Architecture, Langchain, Vector Databases, Large Language Models, Pytorch, Tensorflow, Scikit Learn, Nltk, Spacy, Transformers, Restful Apis, Prompt Engineering, Semantic Search, Machine Learning
Specialization
Requires 3-6 years of experience in AI, ML, and NLP with proficiency in Python and AI libraries. Essential expertise in Langchain, RAG architecture, and vector databases is required.
Experience Required
Minimum 2 year(s)
AI Engineer at Max AI, Inc.
Birmingham, Michigan, United States - Full Time
Skills Needed
Machine Learning, Natural Language Processing, Python, Tensorflow, Pytorch, Scikit Learn, Transformers, Huggingface, Large Language Models, Supervised Fine Tuning, Aws, Medical Coding
Specialization
Requires over 6 years of production experience in ML/AI/Data Science with expertise in NLP and transformer-based models. Proficiency with Python packages like PyTorch and experience with LLM fine-tuning and evaluation is essential.
Experience Required
Minimum 5 year(s)
QA Engineer at StickEarn
Special capital Region of Jakarta, Java, Indonesia - Full Time
Skills Needed
Software Testing, Api Testing, Test Automation, Javascript, Git, Sdlc, Stlc, Bug Tracking, Postman, Jira, Node.Js, Mocha, Chai, Supertest, Openapi, Swagger
Specialization
Requires a Bachelor's degree in Computer Science or a related field with at least one year of experience as a QA Engineer. Candidates should be proficient in REST APIs, Git, and basic test automation, preferably using JavaScript.
QA Engineer at SGS
Chicago, Illinois, United States - Full Time
Skills Needed
Android Mobile Application Testing, Manual Testing, Automated Testing, Appium, Espresso, Adb, Logcat, Jira, Agile Methodologies, Regression Testing, Integration Testing, System Testing, Acceptance Testing, Device Inventory Management, Root Cause Analysis
Specialization
Requires a Bachelor of Science in a related engineering major and at least 1 year of experience in Android mobile application testing. Proficiency with automation tools like Appium or Espresso and debugging tools like ADB is essential.
AI Engineer at Detroit Defense
Troy, Michigan, United States - Full Time
Skills Needed
Conversational Ai, Large Language Models, Machine Learning, Python, C#, Git, Rag, Vector Databases, Prompt Engineering, Api Integration, Data Science, Software Engineering, Ci/Cd, Containerization, Json, Model Evaluation
Specialization
Requires a Bachelor's degree in Computer Science or a related field and experience integrating LLMs via APIs. Must be a U.S. person capable of obtaining a U.S. Government Secret clearance.
Experience Required
Minimum 2 year(s)
AI Engineer at Adavo AB
Stockholm, , Sweden -
Full Time

Start Date

Immediate

Expiry Date

23 Aug, 26

Salary

0.0

Posted On

25 May, 26

Experience

5 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

No

Skills

Python, TypeScript, Java, AI Implementation, Generative AI, Large Language Models, RAG, Agent-based Solutions, API Development, Cloud AI Platforms, MLOps, CI/CD, Information Security, Data Protection, Scalable Architecture, Software Development

Industry

IT Services and IT Consulting

Description
AI-utvecklare Vi söker en erfaren AI-utvecklare till ett uppdrag med fokus på att utveckla, införa och skala AI-lösningar i en större organisation. Rollen passar dig som har en stark utvecklarbakgrund och vill arbeta praktiskt med AI, både som stöd i utvecklingsarbetet och som en integrerad del av tekniska lösningar. I uppdraget kommer du att vara med och ta AI-lösningar från idé och prototyp till implementation och bredare användning i organisationen. Du kommer att arbeta nära både teknik och verksamhet, med fokus på att bygga lösningar som är skalbara, säkra och anpassade för miljöer där informationssäkerhet och dataskydd är viktiga delar. Kravprofil Vi söker dig som har: Minst 5 års arbetslivserfarenhet som utvecklare, förvärvad under de senaste 6 åren Minst 5 års dokumenterad erfarenhet av Python Dokumenterad erfarenhet av TypeScript och/eller Java Erfarenhet av att använda AI både i utvecklingsarbetet och som en del av tekniska lösningar Erfarenhet av att skala och införa AI-lösningar inom organisationer Förståelse för informationssäkerhet och dataskydd vid hantering av data i säkerhetskritiska eller reglerade miljöer Meriterande Det är meriterande om du har erfarenhet av: Generativ AI, LLM:er, RAG eller agentbaserade lösningar API-utveckling och integrationer Molnbaserade AI-/dataplattformar MLOps, CI/CD eller produktionssättning av AI-lösningar Arbete i större organisationer med höga krav på säkerhet, spårbarhet och regelefterlevnad
Responsibilities
Develop, implement, and scale AI solutions from prototype to full organizational integration. Work closely with technical and business stakeholders to build secure, scalable solutions in regulated environments.
AI Engineer at Adavo AB
Stockholm, , Sweden - Full Time
Skills Needed
Python, Typescript, Java, Ai Implementation, Generative Ai, Large Language Models, Rag, Agent Based Solutions, Api Development, Cloud Ai Platforms, Mlops, Ci/Cd, Information Security, Data Protection, Scalable Architecture, Software Development
Specialization
Requires at least 5 years of developer experience, specifically with Python, and proficiency in TypeScript or Java. Must have a proven track record of scaling AI solutions and a strong understanding of information security and data protection.
Experience Required
Minimum 5 year(s)
Engineer II at Allegiance Medical, Inc.
San Carlos, Negros Occidental, Philippines - Full Time
Skills Needed
Solidworks, Bluebeam, Sap, Agile, Manufacturing Execution Systems (Mes), Gd&T, Weldment Fabrication, Tooling And Fixture Design, Bom Management, Process Routing, Lean Manufacturing, Six Sigma, Cad Modeling, Technical Documentation, Problem Solving, Cross Functional Collaboration
Specialization
Requires a Bachelor's degree in a relevant engineering field with at least 2 years of manufacturing experience, or a Diploma with 5 years of experience. Proficiency in SolidWorks, SAP, and Agile, along with knowledge of GD&T and weldment fabrication, is essential.
Experience Required
Minimum 2 year(s)
IT Engineer at Detection Technology
Minhang District, Shanghai, China - Full Time
Skills Needed
It Infrastructure, It Support, Information Security, Microsoft Environments, On Prem Datacenter, Cloud Platforms, Identity And Access Management, Ai Adoption, English Communication, Chinese Communication, Troubleshooting, Network Management
Specialization
Requires at least five years of experience in IT operations with strong expertise in Microsoft environments, on-prem datacenters, and cloud platforms. Must be proficient in English and Chinese with a proactive, service-minded approach to technical support.
Experience Required
Minimum 5 year(s)
AI Engineer at Paragon
Tel-Aviv, Tel-Aviv District, Israel - Full Time
Skills Needed
Ai Infrastructure, Devops, Linux, Docker, Kubernetes, Ci/Cd, Python, Go, Distributed Systems, System Design, Gpu Clusters, Backend Engineering
Specialization
Requires over 4 years of experience in infrastructure engineering, DevOps, or backend systems. Must be proficient in Linux, containerization, CI/CD pipelines, and coding in Python or Go.
Experience Required
Minimum 5 year(s)
QA Engineer at BITĖ Lietuva
Vilnius, Vilnius County, Lithuania - Full Time
Skills Needed
Test Case Design, Defect Tracking, Api Testing, Sql, Postman, Agile, Analytical Thinking, Problem Solving, English Proficiency, Manual Testing
Specialization
Candidates need 2+ years of experience in manual testing and familiarity with Agile development processes. Proficiency in English and the ability to work in fast-paced, deadline-driven environments are required.
Experience Required
Minimum 2 year(s)
AI Engineer at Sopra Steria
Brussels, Brussels-Capital, Belgium - Full Time
Skills Needed
Python, Machine Learning, Natural Language Processing, Large Language Models, Rag, Mlops, Vector Databases, Devops, Cloud Platforms, Software Engineering, Conversational Ai, Model Monitoring, Semantic Search, Data Engineering, Ai Architecture, Experiment Tracking
Specialization
Requires at least 3 years of experience in ML, Data Science, or MLOps with a strong background in Python and software engineering. A Master's or PhD in AI, Computer Engineering, or a related field is required, along with proficiency in English and Dutch or French.
Experience Required
Minimum 2 year(s)
Engineer II at Orchestra
, , - Full Time
Skills Needed
Cnc Router Operations, Plastic Machining Principles, Cad/Cam Systems, Solidworks, Solidcam, Alphacam, Cimatron, G & M Code Programming, Mechanical Drawings Interpretation, Analytical Skills, Problem Solving Skills, Quality Assurance Techniques, Microsoft Office Suite, Plastic Manufacturing Experience, Process Optimization, Continuous Improvement
Specialization
Candidates should have 3-5 years of experience as a CNC Engineer or Production Engineer, preferably in plastic machining, along with a degree in any engineering discipline, preferably Mechanical or Mechatronic. Knowledge of manufacturing processes, fabrication methods, and experience with CNC Router machines is essential.
Experience Required
Minimum 2 year(s)
AI Engineer at Sopra Steria
Brussels, Brussels-Capital, Belgium - Full Time
Skills Needed
Python, Machine Learning, Natural Language Processing, Large Language Models, Rag, Mlops, Devops, Vector Databases, Cloud Platforms, Software Engineering, Model Monitoring, Semantic Search, Conversational Ai, Data Engineering, Ai Architecture, Model Fine Tuning
Specialization
Requires at least 3 years of experience in ML, Data Science, or MLOps with a strong background in Python and software engineering. A Master's or PhD in AI, Machine Learning, or Computer Engineering is required, along with fluency in English and Dutch and/or French.
Experience Required
Minimum 2 year(s)
ML Engineer at Malomatia
Doha, , Qatar - Full Time
Skills Needed
Mlops, Python, Docker, Kubernetes, Scikit Learn, Tensorflow, Pytorch, Mlflow, Kubeflow, Ci/Cd, Oracle Cloud Infrastructure, Model Deployment, Data Pipelines, Model Monitoring, Api Design, Terraform
Specialization
Requires 4+ years of software or ML engineering experience with a strong background in Python and production-level ML frameworks. Candidates should be proficient in containerization, MLOps tooling, and cloud infrastructure management.
Experience Required
Minimum 5 year(s)
AI Engineer at CLINISYS INC
Bengaluru, karnataka, India - Full Time
Skills Needed
Microsoft Foundry, Semantic Kernel, Langchain, Langgraph, Github Copilot, Rag, Prompt Engineering, Python, Javascript, Typescript, C# .Net, React, Azure Openai, Vector Stores, Llm Apis, Full Stack Development
Specialization
Requires a Bachelor's degree in Computer Science or a related field with 3+ years of full-stack development and 1-2 years of experience building AI/LLM applications. Proficiency in AI orchestration frameworks and modern full-stack languages is essential.
Experience Required
Minimum 2 year(s)
Engineer II at TOWNEPLACE SUITES BY MARRIOTT SAN DIEGO AIRPORT LIBERTY STATION
Chicago, Illinois, United States - Full Time
Skills Needed
Preventative Maintenance, Equipment Inspection, Guest Relations, Inventory Management, Safety Compliance, Technical Troubleshooting, Facility Maintenance, Professional Communication
Specialization
Requires at least 2 years of related work experience and a degree from a technical, trade, or vocational school. Must be able to lift up to 50 pounds and perform physical tasks like climbing ladders and bending.
Experience Required
Minimum 2 year(s)
ML Engineer at Sensio
Oslo, , Norway - Full Time
Skills Needed
Machine Learning, Prototyping, Software Integration, Firmware Integration, Cross Functional Collaboration
Specialization
The candidate should be capable of working in a cross-functional development environment. Experience in bridging the gap between hardware and software for AI applications is expected.
Experience Required
Minimum 2 year(s)
AI Engineer at KPN
Amsterdam, North Holland, Netherlands - Full Time
Skills Needed
Python, Java, Agentic Ai, Reinforcement Learning, Software Engineering, Distributed Systems, Ai/Ml Pipelines, Model Deployment, Cloud Native Architecture, Containerization, Ci/Cd, System Design, Monitoring, Governance Strategies, Data Pipelines, Model Serving
Specialization
Requires a strong background in software engineering and production-grade AI/ML deployment using Python or Java. Candidates should be familiar with cloud-native architectures and have a keen interest in reinforcement learning and agentic AI.
Experience Required
Minimum 5 year(s)
ML Engineer at Tilencia
Paris, Ile-de-France, France - Full Time
Skills Needed
Machine Learning, Nlp, Generative Ai, Mlops, Voicebots, Chatbots, Asr, Tts, Ci/Cd, Prompt Engineering
Specialization
Requires 3 years of experience with a solid background in Machine Learning and Natural Language Processing. Candidates must be able to handle the end-to-end lifecycle of conversational AI models.
Experience Required
Minimum 2 year(s)
ME Engineer at Trane Italia
Zhongshan, Guangdong, China - Full Time
Skills Needed
Lean Production, Project Management, Autocad, Pro E, 3d Design Software, Manufacturing Process Design, Kaizen, Poka Yoke, Root Cause Analysis, Ehs Management, Standard Work, Value Stream Analysis
Specialization
Requires a Bachelor's degree in Industrial, Mechanical, or Mechatronics Engineering with over 7 years of experience in HVAC manufacturing and lean production. Must be proficient in 3D design software and possess strong project management and English communication skills.
Experience Required
Minimum 5 year(s)
AI Engineer at Nomia
Bengaluru, karnataka, India - Full Time
Skills Needed
Python, Natural Language Processing, Rag Architecture, Langchain, Vector Databases, Large Language Models, Pytorch, Tensorflow, Scikit Learn, Nltk, Spacy, Transformers, Restful Apis, Prompt Engineering, Semantic Search, Machine Learning
Specialization
Requires 3-6 years of experience in AI, ML, and NLP with proficiency in Python and AI libraries. Essential expertise in Langchain, RAG architecture, and vector databases is required.
Experience Required
Minimum 2 year(s)
AI Engineer at Max AI, Inc.
Birmingham, Michigan, United States - Full Time
Skills Needed
Machine Learning, Natural Language Processing, Python, Tensorflow, Pytorch, Scikit Learn, Transformers, Huggingface, Large Language Models, Supervised Fine Tuning, Aws, Medical Coding
Specialization
Requires over 6 years of production experience in ML/AI/Data Science with expertise in NLP and transformer-based models. Proficiency with Python packages like PyTorch and experience with LLM fine-tuning and evaluation is essential.
Experience Required
Minimum 5 year(s)
QA Engineer at StickEarn
Special capital Region of Jakarta, Java, Indonesia - Full Time
Skills Needed
Software Testing, Api Testing, Test Automation, Javascript, Git, Sdlc, Stlc, Bug Tracking, Postman, Jira, Node.Js, Mocha, Chai, Supertest, Openapi, Swagger
Specialization
Requires a Bachelor's degree in Computer Science or a related field with at least one year of experience as a QA Engineer. Candidates should be proficient in REST APIs, Git, and basic test automation, preferably using JavaScript.
QA Engineer at SGS
Chicago, Illinois, United States - Full Time
Skills Needed
Android Mobile Application Testing, Manual Testing, Automated Testing, Appium, Espresso, Adb, Logcat, Jira, Agile Methodologies, Regression Testing, Integration Testing, System Testing, Acceptance Testing, Device Inventory Management, Root Cause Analysis
Specialization
Requires a Bachelor of Science in a related engineering major and at least 1 year of experience in Android mobile application testing. Proficiency with automation tools like Appium or Espresso and debugging tools like ADB is essential.
AI Engineer at Detroit Defense
Troy, Michigan, United States - Full Time
Skills Needed
Conversational Ai, Large Language Models, Machine Learning, Python, C#, Git, Rag, Vector Databases, Prompt Engineering, Api Integration, Data Science, Software Engineering, Ci/Cd, Containerization, Json, Model Evaluation
Specialization
Requires a Bachelor's degree in Computer Science or a related field and experience integrating LLMs via APIs. Must be a U.S. person capable of obtaining a U.S. Government Secret clearance.
Experience Required
Minimum 2 year(s)