Collaborator, LLM/Physics Model Performance
$43 per hourBraintrust
- Rate: $43/hr
- Hours: 8 hours / week
- Experience: 3 - 5 years
- Location: United States | Canada | Europe + 6 more
A- Equipment and location
The Contractor will work from their own computer and remotely. The Contractor will comply with Mistral AI’s security policies that will be communicated in writing to Contractor prior to the commencement of Services. Any material changes to such security policies during the Term of the SOW Agreement shall be communicated to the Contractor.
B- Consulting on crash testing efforts
Content
• Collaborate and work closely with Mistral to improve performance of LLMs and/or Physics models for crash testing. This includes but is not limited to:.
◦ Further investigating better model representation for physics models, including tokenization of crash simulation data and mesh-discretization-invariant architectures..
◦ Advising on scaling to larger mesh sizes while adding the domain-specific detail needed for industry-standard fidelity, including more detailed modelling of connectors within the architecture..
◦ Collaborating with the team to understand how solver choices affect simulation outputs, and, depending on findings, on probabilistic methods for capturing output uncertainty..
◦ Advising on future project priorities and evaluation methodology, including industry-relevant metrics and potential use cases unlocked by internal collaborations..
Quality Control, Collaboration & Feedback
• The Contractor should:.
◦ respect the task requirements that will be shared. .
◦ incorporate feedback to iteratively improve the quality and relevance of simulations and/or required outputs..
• Mistral AI commits to answer any pending question and provide feedback, within 2 working days..
C- Roadmap planning for the March 2027 model release
The Contractor will collect necessary information from all stakeholders involved in the March 2027 model release and build a roadmap accordingly alongside the larger team.
D- Involvement in model and data updates
The Contractor may also be tasked with evaluating the capabilities of Mistral AI models on Engineering problems, including but not limited to assessing their performance, accuracy, and robustness. This may involve comparing our models against frontier or baseline models, identifying strengths, weaknesses, and areas for improvement, and providing structured feedback or annotations to support iterative refinement. Based on this feedback, the Contractor will provide advice on new data needs and required model updates.
E- Knowledge dissemination, customer support
• The Contractor will assist Mistral AI’s AI4Eng team in sharing knowledge internally and externally around Mistral AI’s engineering models and products..
• The Contractor will also provide support to Mistral AI’s customers on the deployment and use of Mistral AI’s engineering models and products..
Company: Collaborator, LLM/Physics Model Performance
Apply here:
$90 - $120 per hour
...most advanced Large Language Models. 1\. Overview Join a leading... ...kernel programming, performance profiling and trace analysis,... ...throughput and latency trade-offs. Collaborate with other subject matter experts... ...scale (vLLM, SGLang, TensorRT-LLM, JetStream, KV cache, paged...PerformanceHourly payFull timeContract workLocal areaRemote workWorldwideWeekday work- ...for training and optimizing AI models. About Turing: Turing... ...evaluations (Evals) to benchmark model performance and analyze results for... ...task-specific datasets. Collaborate with researchers and... ...Required Skills: Train LLM models with high-quality, stable...PerformanceContract workPart timeFor contractorsFreelanceRemote work
$218.89k - $245.95k per year
...conversations so they can debug them. We're bringing LLM and agent observability together, and we... ...visualizations. - Contribute to the data model and infrastructure that let us observe... ..., token usage, errors, and anomalies. - Collaborate with product and design partners to make...SuggestedFull timeRemote workShift work- ...of technology to help realize the science-fiction fantasy of collaborative and open-ended computer dialogues, is looking for Go develoeprs... ...have candidates who have used Github in the past. Train LLM models with high-quality, stable, and scalable back-end components using...SuggestedContract workPart timeFlexible hours
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- ...Evaluate AI responses for accuracy and improve model performance. About Turing: Based in San Francisco, California, Turing is the world's... ...Responsibilities Create challenging prompts that evaluate an LLM's ability to retrieve, analyze, and reason over structured data...PerformanceContract workPart timeFor contractorsRemote workFlexible hours
- ...pay Required Skills Physics Mastery Written Technical Communication... ...train foundational models and agents. We provide frontier... ...learning environments to improve LLM capabilities, as well as... ...most valuable for advanced model performance. Our pipeline performance system...PerformancePart timeFor contractorsInternshipRemote workWorldwideFlexible hoursWeekend work
$55 - $100 per hour
...Pay: $55–100/hour You'll systematically probe large language models to find inputs that cause them to bypass safety guidelines and produce harmful, disallowed, or policy-violating outputs. Your work involves crafting adversarial prompts across defined harm categories —...Contract work- ...proof of concept into proprietary intelligence with systems that perform reliably, deliver measurable impact, and drive lasting... ...datasets for training, benchmarking, and advancing large language models, collaborating closely with researchers. This includes curating code...PerformanceFull timePart timeFor contractorsFlexible hours
- ...Enterprises train foundational models and agents. We provide... ...learning environments to improve LLM capabilities, as well as contextual... ...valuable for advanced model performance. Our pipeline performance system... ...Science & Computational Physics Role Type: Contractor (flexible...PerformanceFull timePart timeFor contractorsInternshipRemote workFlexible hours
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- ...AfterQuery is searching for Physics PhD Experts to craft, review, and enhance physics-related reasoning problems to advance our AI labs.... ...real-world physics questions and verify the logical consistency of model responses. Your advanced expertise in physics will be crucial for...Contract workRemote workFlexible hours
$240 per day
...checking how well frontier AI does real physics: modeling, simulation, and measurement. You write tasks... ...your own experience and grade where the model gets it wrong. $40 to $125 USD an hour,... ...for payment ~ Willing to work without LLM assistance where the project does not permit...Full timeContract workPart timeFor contractorsManual laborRemote work10 hours per week$55 - $100 per hour
...You'll review AI-generated solutions to university-level and graduate physics problems — mechanics, electromagnetism, thermodynamics, quantum mechanics, and beyond. Each task involves reading a model's step-by-step response, identifying errors in reasoning or calculation,...Contract work$154k - $192k per year
...The Engineer III – Substation Physical Design leads physical design... ...forward independently while collaborating closely with multidisciplinary... ...AutoCAD drawings and 3D substation models consistent with Revamp... ...experienced staff as appropriate. Perform essential duties including...Remote jobFull timeInternshipImmediate start- ...repositories used to evaluate large language models. You will triage issues, set up... ...Edit and run code locally to see how LLMs perform on bug-fixing tasks. Help pick repositories... ...setting. Preferred Qualifications Prior LLM research or evaluation projects. Experience...Hourly payFor contractorsRemote work
$84 per hour
...recruiting Atomistic Materials Modelling Experts with strong... ...understanding of the underlying physical principles. Key Responsibilities... ...expertise to improve AI performance on complex materials science... ...and materials discovery. Collaborate with teams working at the intersection...PerformanceHourly payContract work10 hours per week- ...the Autonomous Website Experience . Today you choose tools, model content, write code, and fix bugs by hand. Tomorrow you say what... ...site with you, from the first demo to the daily updates. The Collaboration Squad Our mission: make publishing a team effort, not a game...Permanent employmentFull timeWork at officeRemote workHome office
- ..., China and Germany. At V2Soft, our mission is to provide high performance technology solutions to solve real business problems. We become... ...REQURED. ~ Bachelor of Science in Electrical Engineering, Applied Physics, Mechanical Engineering, or equivalent (Materials/Chemical/...PerformanceFull timeRemote workMonday to fridayFlexible hoursShift work
- ...average. Job Summary We are currently seeking a skilled Physics Tutor to provide academic support to students based on the Ontario... .... Professional development opportunities. Supportive and collaborative work environment. Opportunity to work independently and be...Remote jobFlexible hours
- ...Responsibilities Train and improve AI models through precise data annotation and... ...Provide expert insights in nuclear physics to enhance AI model performance. Work on diverse AI training... ...and tools. Experience in collaborative team environments. What We Offer...PerformanceHourly payContract workFlexible hours
- ...looking to bring on an expert in Process Modelling who will be able to make significant... ...process simulation engine. The Process Modeller will be responsible for developing mathematical... ...as it relates to process simulation in collaboration with cross-functional teams, supporting...Full time
- ...Looking For Master's degree required; PhD strongly preferred in Physics, Chemistry, or a closely related scientific discipline... ...scientific work Prior AI training, evaluation, benchmarking, or LLM experience is a plus Flexible, remote contract work starting ASAP...Contract workImmediate startRemote workFlexible hours
- ...frontier AI labs to accelerate model development through high-... ...for code-quality assessment. Collaborate with researchers and engineering... ...coding benchmarks and improve LLM evaluation methodologies. Required... ...to identify functional, performance, security, and design issues...PerformanceContract workPart timeFor contractors
$70 - $100 per hour
...Pay: $70 – $100/hour Commitment: Part time, ~40 h/week Field: Life, Physical, and Social Science The research teams behind the best-known AI models come to Mercor for physics judgment they can't generate on their own. Your standards and expertise become the rubric...Part time- ...recruitment process. Just ask! Job Level CL-06 As the Business Performance Management Manager (Desjardins Assurance and Desjardins... ...understanding of issues and opportunities on various drivers Collaborate with various sectors to optimize business performance and reach...PerformanceFull timeInternship
- ...Analyze GitHub issues and evaluate LLM performance on real code. Job Title: Senior Software Engineer – LLM Evaluation & Repository Validation... ...to assess LLM performance in bug-fixing scenarios. Collaborate with researchers to design and identify repositories and...PerformanceContract workPart timeFor contractorsFreelanceManual laborRemote work
- ...expanding our mission to include the physical world. We believe that for AI... ...3D environments, helping AI models understand depth, distance,... ...: Review and grade AI performance in simulated environments to... ...hardware deployment. Safety & Physics Validation: Ensure AI-...PerformancePart time
- ...applications and next steps. Our partner is looking for a Director, Performance Marketing based in Canada. The Director, Performance Marketing... ...strategy, develop talent, and deliver measurable results in a collaborative, innovation-focused organization. Accountabilities - Lead paid...PerformanceLong term contractFull timeRemote work
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