🚀 Mission Highlights As a Computational Chemist specialised into electronic & functional materials, at Entalpic, you will work at the intersection of quantum chemistry, electronic structure theory, and Machine Learning …
🚀 Mission Highlights As a Computational Chemist at Entalpic, you will work at the intersection of quantum chemistry, machine learning, and atomic-scale engineering. Your role centres on exploring surface chemistry using…
Ready for your next chapter at Entalpic? Entalpic is a deep tech startup accelerating materials discovery, combining machine learning, AI, and atomic-scale science to help researchers in semiconductors, batteries, and ca…
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Full-time
postgraduate degree
Competitive Salary, Equity (BSPCE), Comprehensive Health Insurance, Paid Leave, Relocation Package, Visa Support
Visa sponsorship available
Posted 4d ago
~40 hrs/week
Responsibilities
Lead the computational characterization of electronic, dielectric, and optical properties of thin-film materials and interfaces. Design and automate high-throughput DFT workflows and integrate machine learning models to accelerate material discovery for the semiconductor industry.
Requirements
Requires a PhD in Computational Chemistry, Physics, or Materials Science with at least 2 years of industry experience. Must possess deep expertise in DFT packages, functional property prediction, and proficiency in Python and PyTorch.
Full job description
🚀 Mission Highlights
As a Computational Chemist specialised into electronic & functional materials, at Entalpic, you will work at the intersection of quantum chemistry, electronic structure theory, and Machine Learning (ML), aiming to accelerate the discovery of next-generation thin-film and interface materials for high-performance industrial applications.
Your role centres on the computational characterisation of electronic, dielectric, optical, and transport properties of materials and interfaces — building (beyond) DFT x ML workflows — across a portfolio of projects spanning advanced semiconductor components, photonic materials, and atomic layer processes.
You will be a key contributor to Entalpic's core discovery pipeline, owning the electronic structure modelling capabilities that bridge atomic-scale quantum chemistry with device-relevant property targets; for the semiconductor industry.
✨ Role & Responsibilities
This position directly supports the company's mission of discovering materials and processes to optimize carbon-intensive industries. You will be responsible for:
Electronic structure & property modelling — Lead DFT and beyond-DFT investigations of electronic, dielectric, and optical properties of thin-film candidates and interfaces: band gaps, work functions, dielectric constants, refractive indices, carrier effective masses, and interfacial band alignment across a range of material families (oxides, nitrides, metals, 2D materials). Experience in Density Functional Perturbation Theory, phonon-electron coupling phenomena, and modeling magnetic properties.
Surface & interface modelling — Experience in modeling solid-solid heterostructures/interfaces and electronic transport at the interface, including interfacial band alignment, interfacial charge transfer and interfacial electronic transport across metal/dielectric and channel/gate stacks.
High-throughput DFT workflows & agentification— Design, run, and automate large-scale quantum mechanical simulations using tools such as VASP or CP2K, within workflow managers (Jobflow, Atomate2, Custodian), contributing to systematic property datasets across broad material spaces. Drive the automation and orchestration of DFT pipelines, reducing human-in-the-loop bottlenecks.
ML model application & fine-tuning — Apply and fine-tune MLIPs and electronic property predictors on DFT-generated datasets; contribute to model validation against experimental and high-fidelity reference data.
Scientific leadership — Contribute to publications, patents, and client-facing deliverables; engage with industrial and academic partners on technical results; mentor junior team members and interns.
🤓 Expertise & Skills
PhD in Computational Chemistry, Condensed Matter Physics, Materials Science, or a closely related field, with 2+ years of industry experience.
Deep expertise in electronic structure methods — extensive hands-on experience with DFT packages (VASP, CP2K, or equivalent), including hybrid functionals (HSE06), GW approximation, or DFPT for excited-state and optical properties.
Strong background in functional property prediction — band structure, density of states, dielectric tensors, effective masses, work functions, optical spectra, and interface band alignment.
Proven track record in high-throughput DFT workflows.
Experience with ML models applied to materials — knowledge of MLIPs (eg MACE, UMA); experience with fine-tuning or active learning workflows is a strong asset.
Experience in bridging scale from atomistic simulation to device properties in semiconductors
Proficiency in Python, PyTorch, Slurm, and version control (Git).
Strong analytical skills and ability to drive projects independently in a fast-paced startup environment.
Excellent communication skills in English; ability to present results to both scientific and non-technical audiences.
Familiarity with ALD or CVD surface chemistry and thin-film growth modelling.
Knowledge of device integration constraints in advanced semiconductor or photonic process flows.
Experience with defect physics, carrier transport, or reliability-related properties from a computational standpoint.
Publications in electronic structure, functional materials, or ML for materials science.
Familiarity of simulation needed and easiness to learn, iterate and apply is equally important as direct experience in modeling specific properties.
📅 Recruitment Process
Interview with the hiring manager
Technical interview covering computational chemistry and machine learning
Coding interview
Final interview with the CSO
🏆 Compensation & Benefits
We are a no-nonsense startup, where we favor a sustainable culture promoting work-life balance and good compensation over football tables and free food. We offer:
A competitive salary
Equity (BSPCE), to reflect the value you bring to Entalpic and to foster a shared journey
Comprehensive health insurance (Alan blue)
French level paid leave and time-off work
Dynamic work environment: preference for in-person collaboration at our Paris offices, with flexibility for hybrid / remote work
A relocation package and thorough visa support
Professional development: access to conferences, internal learning sessions, and compute resources
Entalpic is dedicated to equal opportunity employment and fosters an environment that is open and respectful of diversity. All applicants are encouraged to apply, even if you don't meet all the requirements above. If you have a passion for our mission and believe you can contribute, we want to hear from you.
We back world-class founders building the future | B Corp
Industry
Venture Capital and Private Equity Principals
Company size
11-50 employees
Founded
2013
Headquarters
Paris, Île-de-France
LinkedIn followers
33,689
Total funding
$793M
At Breega, we back world-class founders for the future. We’re not simple investors : we’re entrepreneurs who’ve built, scaled, and learned what it really takes to grow.
Our forte is not just writing checks: it’s rolling up our sleeves, with our Scaling Squad, our portfolio companies get hands-on expertise in hiring, sales, marketing and strategy so they don’t just expand, they dominate.
We partner with outliers rewriting the rules of Digital, Climate, and Deep Tech from pre-Seed to Series A+ across Europe and Africa.
Since 2015, we’ve grown to €700M AUM, with main offices in London and Paris and deep roots in the most thriving tech hubs across both continents, as well as a portfolio of 110+ bold startups : Exotec, Alice & Bob, Moneybox, 011H, etc each pushing the boundaries of what’s possible.
Certified BCorp
Offices: 22, Rue de Palestro, Paris, Île-de-France 75002, FR · 56 Shoreditch High Street, The Tea Building - 4th Floor - Suite 4.07, London, England E1 6JJ, GB · C/ de Provença, 339, Barcelona, 08037, ES
We back world-class founders building the future | B Corp
Industry
Venture Capital and Private Equity Principals
Company size
11-50 employees
Founded
2013
Headquarters
Paris, Île-de-France
LinkedIn followers
33,689
Total funding
$793M
At Breega, we back world-class founders for the future. We’re not simple investors : we’re entrepreneurs who’ve built, scaled, and learned what it really takes to grow.
Our forte is not just writing checks: it’s rolling up our sleeves, with our Scaling Squad, our portfolio companies get hands-on expertise in hiring, sales, marketing and strategy so they don’t just expand, they dominate.
We partner with outliers rewriting the rules of Digital, Climate, and Deep Tech from pre-Seed to Series A+ across Europe and Africa.
Since 2015, we’ve grown to €700M AUM, with main offices in London and Paris and deep roots in the most thriving tech hubs across both continents, as well as a portfolio of 110+ bold startups : Exotec, Alice & Bob, Moneybox, 011H, etc each pushing the boundaries of what’s possible.
Certified BCorp
Offices: 22, Rue de Palestro, Paris, Île-de-France 75002, FR · 56 Shoreditch High Street, The Tea Building - 4th Floor - Suite 4.07, London, England E1 6JJ, GB · C/ de Provença, 339, Barcelona, 08037, ES