TekWissen LLC logo

Lead I - ML Engineering

TekWissen LLC
  • Aliso Viejo, CA
  • Remote
  • $57.91
  • Quick Apply
3 days ago

Job Description

Overview:
TekWissen is a global workforce management provider headquartered in Ann Arbor, Michigan that offers strategic talent solutions to our clients world-wide. Our client provider of digital technology and transformation, information technology and services
Position: Lead I - ML Engineering
Location: Aliso Viejo,CA
Duration: 6 Months
Job Type: Temporary Assignment
Work Type: Remote
Job Description:
FDE Requirements:
  • EBSCO Enterprise AI Forward-Deployed Engineer engagement with ClientThe engagement model We are not buying finished products or embedded seats.
  • We want accelerated build-up of EBSCO owned capability, with the vendor as the accelerant. At the end of an engagement, an EBSCO owner can operate, modify, and extend what was built - without calling Client.
  • Every role below is defined to that standard. Each engagement will be time-boxed (typically 4-6 weeks of build), runs against a named EBSCO owner embedded from day one, and closes with a measured capability hand-off plus a reusable pattern other teams can reuse.
Key Principles for FDE engagement
  • Embedded from day one. A named EBSCO owner is in the build from day one; the engineer builds and teaches simultaneously.
  • Everything lands in EBSCO-controlled repos, in real time. Code, prompts, agent/skill definitions, configs, evals, and architecture notes are committed to EBSCO repos throughout - not delivered as a final package.
  • No dependency on the vendor's platform. No perpetual license or vendor-hosted runtime required to run what was built. If it only runs inside the vendor's stack, it isn't a capability we own.
  • Knowledge transfer is co-design, not a demo. Structured co-design reviews at defined checkpoints, plus a written decision log capturing why it was built the way it was.
  • Capability transfer is measured, and it gates the engagement. 'The EBSCO owner can run and extend this independently' is defined up front and is an acceptance gate on the engagement.
Summary of the requirement
  • Number of resources: Two (2) - one per role below, each paired with a named EBSCO owner based on the project.
  • Strong Eastern/Central Time overlap is required for daily embedded co-build (EBSCO hubs - Ipswich, MA & Birmingham, AL).
  • Engagement shape: Time-boxed engagements (typ. 4-6 weeks build + hand-off overlap), 2-3 projects running concurrently.
  • Seniority: Mid-to-senior applied engineers who can build production-quality work and teach it to an owner in parallel.
  • Role 1 - Forward-Deployed AI Engineer, Agentic Automation Mission Embed inside EBSCO operational and product teams and ship agentic / LLM-powered automation for real, sponsored workflows, leaving behind a working solution in EBSCO repos and an owner who can extend it.
Representative work at EBSCO
  • Sales RFP tooling - faster, grounded AI answers to security/AI questionnaires than the current manual flow.
  • Agentic enhancement-request (ER) triage - categorizing and routing the inbound customer enhancement queue.
  • Customer-service AI - consolidating and extending RAG chat / 'chat with an expert' into a governed, reusable pattern.
What you'll do
  • Co-design and build agentic solutions (tool-use, orchestration, retrieval) against a named business problem and owner.
  • Stand up prompt/eval pipelines so quality is measured, not asserted; iterate against real data.
  • Commit all artifacts - agent/skill definitions, prompts, evals, configs, decision logs to EBSCO repos as you go.
  • Run co-design checkpoints with the EBSCO owner and hand off against a defined 'can operate and extend independently' bar.
Required skills
  • Strong Python and modern LLM application development (agent frameworks, tool-use/function calling, RAG).
  • Prompt engineering and evaluation building eval harnesses, measuring accuracy/regression, iterating.
  • Cloud (AWS preferred), Git-based workflows, CI/CD, and API integration.
  • Ability to work embedded with product/ops owners and transfer reasoning with strong communication and teaching.
Preferred
  • Experience with agent orchestration and MCP / tool-integration patterns; familiarity with Claude / Claude Code.
TekWissen Group is an equal opportunity employer supporting workforce diversity.

Numbers & Facts

LocationAliso Viejo, CA (
Remote
)
IndustryComputer/IT Services
Salary$57.91
Company Size100 to 499 employees
Year Founded2009
Websitehttp://www.tekwissen.com/

About Company

WE THE TEKWISSEN PEOPLE

TekWissen offers you a broader portfolio of services, industry-leading solutions, and the meaningful innovations that give you greater flexibility and speed to respond to market dynamics, reduced costs and risk to improve enterprise performance, and increased productivity to enable growth.

To keep pace with global market demands, TekWissen keeps its finger on the pulse of change. Our organized approach to guiding a project from its inception to closure. Managing projects is becoming more and more important as we enter the digital era. To cope with the pace that this transition demands, a method is required to manage projects so they can yield quality work, while incorporating efficient use of time and resources.

Project involves identifying which quality standards are relevant to the project and determining how to satisfy them.

It is important to perform quality planning during the Planning Process and should be done alongside the other project planning processes because changes in the quality will likely require changes in the other planning processes, or the desired product quality may require a detailed risk analysis of an identified problem. It is important to remember that quality should be planned, designed, then built in, not added on after the fact.

Capabilities and accomplishments in one TekWissen business enhance the opportunity for success in the others. Put simply, TekWissen's unique combination of attributes promotes success.



Skills

  • Amazon Web Services (AWS)unmatched
  • Application Programming Interface (API)unmatched
  • Artificial Intelligence (AI)unmatched
  • Automationunmatched
  • Cloud Computingunmatched
  • Communication Skillsunmatched
  • Continuous Deployment/Deliveryunmatched
  • Continuous Integrationunmatched
  • Customer Support/Serviceunmatched
  • Diversityunmatched
  • EBSCOunmatched
  • Embedded Systemsunmatched
  • Gitunmatched
  • Hubsunmatched
  • Information Technology & Information Systemsunmatched
  • Knowledge Transferunmatched
  • MCP - Microsoft Certified Professionalunmatched
  • Product Demonstrationunmatched
  • Python Programming/Scripting Languageunmatched
  • Quality Metricsunmatched
  • Software Developmentunmatched
  • Standards Developmentunmatched
  • Structured Designunmatched
  • Training/Teachingunmatched
  • Vendor/Supplier Licensingunmatched
  • Workforce Managementunmatched

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