Gen AI Engineer

Job description AI TOOL Developer

Plano,TX

The AI Tool Development Support will primarily be responsible for collaborating and providing technical

support.

Responsibilities:

Develop an end to end AI model and processing pipeline that transforms natural language or

structured test specifications into executable JSON scripts used by internal test automation tool.

Build prompt driven, rule augmented, or fine tuned m...odels using TMNA approved AI platforms,

ensuring compliance with internal AI/ML Review Board standards.

Create data ingestion and

training datasets using historical test cases, existing automation scripts, and test execution logs.

Design the mapping framework between spec semantics automation actions JSON schema.

Build validation utilities to automatically ensure script correctness, schema compliance, and

alignment with automation tool capabilities.

Integrate the AI generation pipeline into the existing test automation toolchain and CI based

workflows.

Collaborate with automation SMEs to refine domain specific rules, edge cases, and test

coverage requirements.

Drive continuous model improvement through error analysis, incremental fine tuning, and user

feedback loops.

Maintain documentation, versioning, and traceability of AI generated scripts.

Ensure responsible AI usage by aligning with TMNA governance, data handling, and compliance

requirements.

Skills Required:

5+ years of experience building AI/ML or NLP based solutions, including prompt engineering,

LLM based workflows, or model fine tuning.

Solid Python or similar development skills (data processing, model building, evaluation

pipelines).

Experience working with JSON schema design and automated test frameworks.

Familiarity with ML frameworks such as PyTorch, TensorFlow, HuggingFace or similar libraries.

Experience with building or integrating ML pipelines into production quality tools (API services,

microservices, or batch systems).

Strong understanding of software testing concepts: test cases, assertions, conditions, flows,

automation logic.

Ability to collaborate with cross functional engineering teams and translate ambiguous test

definitions into structured logic.

Educational Background:

Bachelor's Degree (or higher) in Computer Science, Management Information Systems or

related discipline, or equivalent professional work experience

Added Bonus:

Experience with automated test frameworks used in embedded or multimedia systems.

Experience with model fine tuning using enterprise datasets.

Background in building developer tooling, code generation, or compiler/AST type

transformations.

Familiarity with Toyota LEAP/MM automation concepts or previous exposure to internal test

automation pipelines.

Experience implementing AI tools in enterprise environments requiring governance and model

approval.

The description supplied above is not intended to be an exhaustive list of all job duties,

responsibilities and requirements.

Duties, responsibilities, and requirements may change over time and

according to business need. Show full description Report this listing Loading... .vyDMJf-gXhOqb-Bz112c{display:inline-block;fill:currentColor;height:24px;line-height:24px;position:relative;width:24px}.vyDMJf-gXhOqb-Bz112c svg{display:block;height:100%;width:100%} Diverse Lynx Share Gen AI Engineer Diverse Lynx • Llano, TX, United States • via Talentify 3 days ago Full-time Apply on Talentify
(function(){ (this||self).Bqpk9e=function(f,d,n,e,k,p){var g=document.getElementById(f);if(g&&(g.offsetWidth!==0||g.offsetHeight!==0)){var l=g.querySelector("div"),h=l.querySelector("div"),a=0;f=Math.max(l.scrollWidth-l.offsetWidth,0);if(d>0&&(h=h.children,a=h[d].offsetLeft-h[0].offsetLeft,e)){for(var m=a=0;m<d;++m)a+=h[m].offsetWidth;a=Math.min(f,a)}a+=n;d=Math.min(e?f-a:a,f);l.scrollLeft=e&&p?a:e&&k?-a:d;var b=g.getElementsByTagName("g-left-button")[0],c=g.getElementsByTagName("g-right-button")[0];b&&c&&(e= RegExp("\btHT0l\b"),k=RegExp("\bpQXcHc\b"),b.className=b.className.replace(e,""),c.className=c.className.replace(e,""),b.className=d===0?"pQXcHc "+b.className:b.className.replace(k,""),c.className=d===f?"pQXcHc "+c.className:c.className.replace(k,""),setTimeout(function(){b.className+=" tHT0l";c.className+=" tHT0l"},50))}};}).call(this);(function(){var id='sjsuid_14';var index= 0 ;var offset= 0 ;var is_rtl= false ;var is_gecko= false ;var is_edge= false ;var init='Bqpk9e';windowinit;})(); Job highlights Identified by Google from the original job post Qualifications • Gen AI Engineer || Plano, TX – Hybrid || Fulltime || 12 - 18 years of experience • Must Have Technical/Functional Skills • Gen AI – prompt engineering • Connecting LLMs • Handon experience- • Handon experience • Generic Managerial Skills, If any • No managerial skills required, but the candidate should be able to manage and run production calls in case critical • Issues with any dependencies/ hand holding • Key Words to search in Resume • Gen AI – prompt engineering • Handon experience • 9 more items(s) Responsibilities • Gen AI – prompt engineering • Connecting LLMs More job highlights Job description Gen AI Engineer || Plano, TX – Hybrid || Fulltime || 12 - 18 years of experience

Must Have Technical/Functional Skills

• Gen AI – prompt engineering

• Connecting LLMs

• Agentic AI

• Model Context Protocol

• Handon experience-

Roles & responsibilities

• Gen AI – prompt engineering

• Connecting LLMs

• Agentic AI

• Model Context Protocol

• Handon experience

Generic Managerial Skills, If any

No man...agerial skills required, but the candidate should be able to manage and run production calls in case critical

Issues with any dependencies/ hand holding.

Key Words to search in Resume

• Gen AI – prompt engineering

• Connecting LLMs

• Agentic AI

• Model Context Protocol

• Handon experience

Diverse Lynx LLC is an Equal Employment Opportunity employer.

All qualified applicants will receive due consideration for employment without any discrimination.

All applicants will be evaluated solely on the basis of their ability, competence and their proven capability to perform the functions outlined in the corresponding role.

We promote and support a diverse workforce across all levels in the company. Show full description Report this listing Diverse Lynx Glassdoor 4/5 372 reviews Indeed 4.7/5 90 reviews AmbitionBox 3.5/5 377 reviews (function(){ (this||self).Bqpk9e=function(f,d,n,e,k,p){var g=document.getElementById(f);if(g&&(g.offsetWidth!==0||g.offsetHeight!==0)){var l=g.querySelector("div"),h=l.querySelector("div"),a=0;f=Math.max(l.scrollWidth-l.offsetWidth,0);if(d>0&&(h=h.children,a=h[d].offsetLeft-h[0].offsetLeft,e)){for(var m=a=0;m<d;++m)a+=h[m].offsetWidth;a=Math.min(f,a)}a+=n;d=Math.min(e?f-a:a,f);l.scrollLeft=e&&p?a:e&&k?-a:d;var b=g.getElementsByTagName("g-left-button")[0],c=g.getElementsByTagName("g-right-button")[0];b&&c&&(e= RegExp("\btHT0l\b"),k=RegExp("\bpQXcHc\b"),b.className=b.className.replace(e,""),c.className=c.className.replace(e,""),b.className=d===0?"pQXcHc "+b.className:b.className.replace(k,""),c.className=d===f?"pQXcHc "+c.className:c.className.replace(k,""),setTimeout(function(){b.className+=" tHT0l";c.className+=" tHT0l"},50))}};}).call(this);(function(){var id='sjsuid_17';var index= 0 ;var offset= 0 ;var is_rtl= false ;var is_gecko= false ;var is_edge= false ;var init='Bqpk9e';windowinit;})(); diverselynx.com More jobs at Diverse Lynx See web results for Diverse Lynx .vyDMJf-gXhOqb-Bz112c{display:inline-block;fill:currentColor;height:24px;line-height:24px;position:relative;width:24px}.vyDMJf-gXhOqb-Bz112c svg{display:block;height:100%;width:100%} A Advanced Micro Devices, Inc Share AI/HPC Cluster Administrator Advanced Micro Devices, Inc • Austin, TX, United States • via AMD Careers 7 days ago Full-time Apply directly on AMD Careers Apply directly on ZipRecruiter Apply on Teal
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(function(){ (this||self).Bqpk9e=function(f,d,n,e,k,p){var g=document.getElementById(f);if(g&&(g.offsetWidth!==0||g.offsetHeight!==0)){var l=g.querySelector("div"),h=l.querySelector("div"),a=0;f=Math.max(l.scrollWidth-l.offsetWidth,0);if(d>0&&(h=h.children,a=h[d].offsetLeft-h[0].offsetLeft,e)){for(var m=a=0;m<d;++m)a+=h[m].offsetWidth;a=Math.min(f,a)}a+=n;d=Math.min(e?f-a:a,f);l.scrollLeft=e&&p?a:e&&k?-a:d;var b=g.getElementsByTagName("g-left-button")[0],c=g.getElementsByTagName("g-right-button")[0];b&&c&&(e= RegExp("\btHT0l\b"),k=RegExp("\bpQXcHc\b"),b.className=b.className.replace(e,""),c.className=c.className.replace(e,""),b.className=d===0?"pQXcHc "+b.className:b.className.replace(k,""),c.className=d===f?"pQXcHc "+c.className:c.className.replace(k,""),setTimeout(function(){b.className+=" tHT0l";c.className+=" tHT0l"},50))}};}).call(this);(function(){var id='sjsuid_16';var index= 0 ;var offset= 0 ;var is_rtl= false ;var is_gecko= false ;var is_edge= false ;var init='Bqpk9e';windowinit;})(); Job highlights Identified by Google from the original job post Qualifications • Bachelor’s or Master’s degree in Computer Science, Computer Engineering, or a related technical discipline Responsibilities • We are looking for a Senior Compute Cluster Administrator responsible for operating and supporting compute clusters used in upcoming datacenter buildouts leveraging AMD Instinct products • This role owns Day Two and beyond operations, encompassing both proactive maintenance and reactive support across complex, highly technical environments • This is an operational role supporting a demanding user base of AI server hardware, software, and firmware developers • You will manage a mix of R&D lab and production lab environments, each with distinct release cycles, stability requirements, and operational expectations • The role requires close collaboration with IT, Infosec, infrastructure automation teams, and deeply technical end users to ensure service quality, delivery commitments, and governance standards are consistently met • Work directly with tenants and stakeholders to maximize service quality, utilization, and availability of managed compute clusters • Collaborate with highly technical users working deep within AMD’s Instinct platform (e.g., ROCm) to troubleshoot misconfigurations impacting HPC performance • Lead the resolution of complex issues during new deployments and ongoing operations • Partner with hardware vendors on technical escalations involving third‑party OEM platforms and coordinate maintenance cycles aligned with upstream releases • Support multiple Linux distributions across Red Hat and Ubuntu/Debian families • Act as a subject matter expert in one or more cluster scheduling technologies such as Slurm, LSF, Sun Grid Engine, OpenLava, or Kubernetes • Compare configurations and behaviors across heterogeneous clusters within AMD’s compute estate • Engage with emerging technologies where formal documentation may be limited, including white‑box platforms and pre‑beta hardware • Maintain and evolve compute images using automated CI/CD pipelines, or deploy software manually where automation is not available • Monitor cluster health, performance, and availability using standard tooling such as Grafana, Prometheus, and Zabbix • Work collaboratively with team members to reproduce and resolve difficult or intermittent issues • Train and enable on‑site L1 support teams • Participate in on‑call incident response as L2 support when required • 15 more items(s) More job highlights Job description WHAT YOU DO AT AMD CHANGES EVERYTHING

At AMD, our mission is to build great products that accelerate next-generation computing experiences—from AI and data centers, to PCs, gaming and embedded systems.

Grounded in a culture of innovation and collaboration, we believe real progress comes from bold ideas, human ingenuity and a shared passion to create something extraordinary.

When you join AMD, you...’ll discover the real differentiator is our culture.

We push the limits of innovation to solve the world’s most important challenges—striving for execution excellence, while being direct, humble, collaborative, and inclusive of diverse perspectives.

Join us as we shape the future of AI and beyond.

Together, we advance your career.

THE ROLE:

We are looking for a Senior Compute Cluster Administrator responsible for operating and supporting compute clusters used in upcoming datacenter buildouts leveraging AMD Instinct products.

This role owns Day Two and beyond operations, encompassing both proactive maintenance and reactive support across complex, highly technical environments.

This is an operational role supporting a demanding user base of AI server hardware, software, and firmware developers.

You will manage a mix of R&D lab and production lab environments, each with distinct release cycles, stability requirements, and operational expectations.

The role requires close collaboration with IT, Infosec, infrastructure automation teams, and deeply technical end users to ensure service quality, delivery commitments, and governance standards are consistently met.

KEY RESPONSIBILITIES:

• Work directly with tenants and stakeholders to maximize service quality, utilization, and availability of managed compute clusters

• Collaborate with highly technical users working deep within AMD’s Instinct platform (e.g., ROCm) to troubleshoot misconfigurations impacting HPC performance

• Lead the resolution of complex issues during new deployments and ongoing operations

• Partner with hardware vendors on technical escalations involving third‑party OEM platforms and coordinate maintenance cycles aligned with upstream releases

• Support multiple Linux distributions across Red Hat and Ubuntu/Debian families

• Act as a subject matter expert in one or more cluster scheduling technologies such as Slurm, LSF, Sun Grid Engine, OpenLava, or Kubernetes

• Compare configurations and behaviors across heterogeneous clusters within AMD’s compute estate

• Engage with emerging technologies where formal documentation may be limited, including white‑box platforms and pre‑beta hardware

• Maintain and evolve compute images using automated CI/CD pipelines, or deploy software manually where automation is not available

• Monitor cluster health, performance, and availability using standard tooling such as Grafana, Prometheus, and Zabbix

• Work collaboratively with team members to reproduce and resolve difficult or intermittent issues

• Train and enable on‑site L1 support teams

• Participate in on‑call incident response as L2 support when required

PREFERRED EXPERIENCE:

• Hands‑on experience administering or supporting HPC clusters in production, research, or academic environments

• Practical experience working as an HPC user combined with Linux system administration in enterprise or lab environments

• Background in software development combined with deep Linux systems exposure in server or infrastructure contexts

• Demonstrated intermediate to advanced Linux expertise; industry‑recognized certifications are valued

• Strong understanding of networking fundamentals, including the OSI model, multi‑homed systems, firewall troubleshooting, and high‑speed interconnects

• Willingness to experiment with open‑source and emerging technologies that may not conform to established standards

• Experience supporting infrastructure services such as DNS, DHCP, BOOTP, PXE, TFTP, NTP, and PAM

• Understanding of interprocess communication and familiarity with MPI implementations such as OpenMPI or MPICH

• Proficiency with Linux troubleshooting tools such as nmap, gdb, lsof, sar, and server management interfaces including IPMI, iDRAC, and iLO

• Experience with RDMA is a plus; familiarity with PCIe, I2C, compiler optimization, or other low‑level system components is beneficial

• Working knowledge of virtualization, VLANs, and directory services sufficient to collaborate effectively with partner teams

• Strong written communication skills with the ability to produce clear technical documentation

• Experience developing automation using Python and/or Ansible

• Familiarity with version control systems such as Git

• Self‑directed, analytical, dependable, and comfortable working both independently and in a team‑based environment

ACADEMIC CREDENTIALS:

Bachelor’s or Master’s degree in Computer Science, Computer Engineering, or a related technical discipline.

Location: Austin, TX; Santa Clara, CA; Seattle, WA; Markham, Canada

This role is not eligible for sponsorship

#LI-TL1

Benefits offered are described: AMD benefits at a glance.

AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services.

AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law.

We encourage applications from all qualified candidates and will accommodate applicants’ needs under the respective laws throughout all stages of the recruitment and selection process.

AMD may use Artificial Intelligence to help screen, assess or select applicants for this position.

AMD’s “Responsible AI Policy” is available here.

This posting is for an existing vacancy.

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