AI & Machine LearningLeadPolished design

Lead Machine Learning Engineer CV template

A ready-to-use CV template for the role of Lead Machine Learning Engineer. Polished design — colored sidebar, refined typography, structure built to pass ATS filters and reassure recruiters.

Charlotte Walker

Lead Machine Learning Engineer

SUMMARY

Lead Machine Learning Engineer with 10+ years of experience. Lead Machine Learning Engineer responsible for ML strategy at the organizational level. Leads cross-functional ML teams, establishes ML technical standards, drives innovation and build-vs-buy decisions for ML infrastructure. Shapes ML platform roadmaps, measures business impact, and aligns ML capabilities with strategic objectives. Deep expertise in scalable ML architectures, advanced MLOps, data governance, and technical leadership. Core stack: Python, SQL, Scikit-learn, XGBoost. Able to deliver autonomously on high-stakes topics with a strong focus on quality, measurable outcomes and product collaboration.

EXPERIENCE

Lead Machine Learning Engineer01/2023 — Present
Sopra SteriaParis
  • Led a team of 8 lead machine learning engineer on Python and SQL.
  • Defined the technical roadmap and made strategic trade-offs with product and exec.
  • Introduced standards (code review, CI/CD, observability) — incidents reduced by 40%.
Senior Machine Learning Engineer06/2019 — 12/2022
Mistral AIParis
  • Designed and shipped critical projects on Python, Scikit-learn.
  • Mentored 4 juniors and structured the technical documentation.
Junior Machine Learning Engineer09/2016 — 05/2019
Hugging FaceLyon
  • First contributions on SQL and ramp-up on Python.

EDUCATION

Engineering degree · Computer Science & Systems09/2009 — 06/2014
HEC ParisJouy-en-Josas

LANGUAGES

EnglishFluent (C1)
FrenchNative
SpanishIntermediate (B1)

Why this template for this role?

This template is tuned for the role of Lead Machine Learning Engineer: technical skills surfaced in the sidebar, impact-driven summary, experiences described with action verbs and metrics.

The Polished design is one of the most loved by recruiters: balanced between originality and readability, restrained colour palette, dense yet airy structure. Compatible with applicant tracking systems (ATS).

CV structure

  • Header with name and job title, immediately identifiable.
  • Sidebar: photo, contact, soft skills, hard skills, knowledge, certifications.
  • Main column: summary, reverse-chronological experiences, education, languages.
  • Soft skills tagged with short, descriptive labels (impact, not jargon).

Tips to adapt this CV

  • Mirror the role’s key skills in the summary — that’s what ATS and recruiters scan first.
  • For each experience, prefer short bullets (1 to 2 lines) with a measurable outcome.
  • Stick to 1 page until you reach 8+ years of experience.
  • Adapt the primary colour to your industry: muted tones (green / blue / black) for finance / corporate, warmer ones for design / product.

Frequently asked questions

Is this Lead Machine Learning Engineer CV template really free?

Yes. You can customise and export this Polished template from Traject for free. No credit card required.

Is the Polished design ATS-friendly?

Yes. The sidebar / column layout remains readable by mainstream modern ATS (Workday, Greenhouse, Lever, Taleo) as long as section names stay explicit (Experience, Education, Skills).

Can I change colours and fonts for my Lead Machine Learning Engineer CV?

Yes. On Traject, the Polished template exposes 6 colours (green, blue, black, grey, red, orange) and 6 font pairings (Modern, Elegant, Classic, Tech, Corporate, Minimal).

How long should a Lead Machine Learning Engineer CV be?

1 page as long as you have less than 8 years of experience. 2 pages beyond that, never more. This template is calibrated to fit on a single A4 page for mid-career profiles.

Prepare for the interview too

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