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AI Matching

Role description to ranked shortlist.

Describe a role. Lumiere drafts the JD, scores incoming CVs against it, and searches your existing consultant pool for the best internal match. Every score traceable to a source. Every gap named.

AI scored and ranked list of candidates
Detailed AI generated match report

Write a role. Get a post-ready JD in seconds.

Lumiere reads your role hierarchy, your seniors' certifications, and the language from prior hires in the same practice, then drafts a complete JD. Not a prompt-filled template. A real JD with the right seniority signals, skills, and tone for the firm.

What Lumiere drafts.

Title, seniority, required skills, certifications, day-to-day responsibilities, pulled from how the role actually runs at your firm. The firm-specific parts that vary by practice and seniority.

Are you interested in shaping the future of QC? Do you want to be part of building something with massive impact? QC Global Services Security (QCSS) Engineering is looking for strong data scientists to join us as we make security smarter and simpler for all QC customers. Today is just the beginning, and we want you to be part of our journey to innovate the way in which our users experience security. If you want to be part of the development and launch of a new AWS service, we want to meet you!As a Data Scientist, you’ll partner with our engineering and business teams to build solutions that surprise and delight our customers. We’re looking for Data Scientists capable of using generative AI and other ML techniques to design, evangelize, and implement state-of-the-art solutions for never-before-solved problems. Summary Description Data Analyst Consulting Senior Business Analyst, Healthcare Location: US or Canada Job Type: Contract Work Mode: Remote Salary Range: $140,000 - $185,000 Experience: 8+ years
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What your firm controls.

DEI statements, benefits, EEO language, comp bands, application instructions, legal disclosures. Reusable template blocks your team approves once. AI never touches the language that has to be exact.

BenefitsTransparency about pay and benefits is highly valued by candidates:Perks like remote work, flexible hours, wellness programs, or company events. Choose template: Manage templates Default benefits
Diversity and Inclusion StatementA short statement affirming your commitment to an inclusive and diverse workplace.E.g., “We are an equal opportunity employer and value diversity in our workforce.” Default DEI Choose template: Manage templates
Application InstructionsGuide candidates on how to apply:Include a link to your application portal or email address.Mention any required documents (e.g., resume, cover letter, portfolio). Default App instructions Choose template: Manage templates
CompensationTransparency about pay is highly valued by candidates:Salary range (if applicable).Bonuses, commissions, or incentives. Choose template: Manage templates Default comp
Career Development OpportunitiesHighlight opportunities for growth:Training programs.Mentorship.Clear career progression paths Choose template: Manage templates Default career development

Together: post-ready in minutes.

AI-drafted firm specifics, plus the policy language your firm has already approved. Every JD reads like your firm. Every JD complies with what your firm has committed to. Ready to post the moment you're done editing.

Collaborate with business unit experts and engineers to research, design and develop cutting-edge generative AI solutions to address real-world challenges. Work backwards from customer feedback and usage data to understand what adoption patterns for generative AI are working and rapidly share them across the teams. Interact with customers directly to understand the business problem, help and aid them in implementation of generative AI solutions, deliver briefing and deep dive sessions to customers and guide customer on adoption patterns and paths for generative AI. Create and deliver best practice recommendations, tutorials, sample code, and presentations adapted to technical, business, and executive stakeholder. Are you interested in shaping the future of QC? Do you want to be part of building something with massive impact? QC Global Services Security (QCSS) Engineering is looking for strong data scientists to join us as we make security smarter and simpler for all QC customers. Today is just the beginning, and we want you to be part of our journey to innovate the way in which our users experience security. If you want to be part of the development and launch of a new AWS service, we want to meet you!As a Data Scientist, you’ll partner with our engineering and business teams to build solutions that surprise and delight our customers. We’re looking for Data Scientists capable of using generative AI and other ML techniques to design, evangelize, and implement state-of-the-art solutions for never-before-solved problems. One Step ApplyUpload your resume and confirm your email. Done, that’s it. No account creation, no life story needed. Come back later directly to this post - 2 years of data querying languages (e.g. SQL), scripting languages (e.g. Python) or statistical/mathematical software (e.g. R, SAS, Matlab, etc.) experience- 2 years of data scientist experience Summary Description Key Responsibilities Required Qualifications QuantCo.com Data Analyst Consulting Senior Business Analyst, Healthcare Location: US or Canada Job Type: Contract Work Mode: Remote Salary Range: $140,000 - $185,000 Experience: 8+ years Apply Now Send a link to this job Back to all jobs Q

Tailored to the role. Not a fixed checklist.

The Match Report scores each consultant on the dimensions that actually predict success on the engagement — five, ten, twenty, or more, depending on what the role demands. Lumiere reads the requirement and assembles the rubric. Dimensions group into three categories. Different roles emphasize different ones.

Capability:
what they can do.

Skills, expertise, experience, responsibilities. The substance of what the consultant brings to the engagement, sourced from the SOWs and timesheets that prove it.

Credentials:
what they've earned.

Education, certifications, language coverage, security clearances, regulatory qualifications. The formal qualifications, with currency dates and verification sources.

Fit:
how they suit this specific role.

Soft skills, industry experience, prior client analogs, and the role-specific requirements that vary engagement to engagement. The dimensions that change most by role, and where Lumiere's tailored rubric earns its keep.

Detailed AI generated match report

CVs come in. Lumiere reads them all.

Every application scored on capability, credentials, and fit, not on keywords. A consultant who led SAP transformation has systems integration depth, whether or not the CV uses that exact phrase. Transferable experience recognized, not just matching titles.

Ranked. Reported. Ready to review.

A shortlist with dimension scores, transferable skill calls, and named gaps, with a source citation behind every score. The analysis a senior recruiter does manually, run in seconds across every application.

AI generated ranking and scoring of candidates

A requirement comes in. Lumiere searches the whole firm.

Every consultant in the pool, scored against the requirement in seconds, the senior rolling off in three weeks, the recent joiner, the bench name nobody's flagged yet. All ranked, all with a Match Report behind the score.

Requirement detailsFocus on skills, experience, certifications and education. Be as detailed as possible to get the best results. Mandatory requirements- Mandatory requirements- Proven experience in Java and Python programming languages.- Strong understanding of SQL and data management practices.- Experience with machine learning frameworks, particularly PyTorch.- Knowledge of embedding techniques and their application in data science.- Familiarity with AWS cloud services and deployment strategies.Skills- Strong problem-solving skills to address complex technical challenges.- Ability to work effectively in a collaborative team environment.- Excellent communication skills for clear articulation of technical concepts.- Attention to detail in code and data processing Create Enrich
Filtered consultant list

Every score has a source.

Experience links to engagement records. Skills link to SOWs and timesheets. Certifications link to verification. Soft skills link to delivery feedback. Defensible in front of a client, a partner, or a steering committee.

Detailed assignment history

See a Match Report on your kind of data.

Twenty minutes with the Lumiere team. Bring your own requirement, and we'll show Lumiere's AI Generated Content in action.

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