Technical Staff, Data
il y a 2 jours
**Role Overview**: Data quality and diversity is one of the single most important factors to training state-of-the-art models. As a member of the technical staff focused on data at Reflection, you will play a pivotal role in shaping how we collect, process, and analyze human and internet data for training AI models. You will design and execute protocols, develop tools and interfaces, and manage data workflows that underpin our RL and SFT efforts. Your work will combine creativity, precision, and technical expertise to ensure our datasets meet the highest quality standards and align with our mission.
**Key Responsibilities**:
**1. Experiment Design and Data Collection**:
- Design experiments, protocols, and user interfaces to collect high-quality human data for training AI models or evaluating AI systems.
- Determine the type of human data needed to optimize model performance.
- Analyze collected data qualitatively and quantitatively, including reviewing PRs, Issues, code reviews, and traces.
- Ensure creativity and communication are integral to the data collection process.
**2. Human Data Operations**:
- Manage projects, including payments and tracking hours for human raters.
- Train and onboard raters, providing clear guidance and technical support.
- Debug technical problems encountered by raters and ensure quality control through regular review of their responses.
- Prioritize attention to detail, organization, and communication in all operations.
**3. Data Engineering**:
- Design, implement, and optimize data pipelines to support scalable data collection.
- Leverage prompt engineering and integrate LLM solutions to improve processes.
- Develop scalable and asynchronous systems for data operations.
**4. Human-Facing Data Services**:
- Develop and manage human-facing services using tools like TypeScript, JavaScript, and Firebase.
- Build backend services using frameworks like FastAPI or Go.
- Utilize cloud platforms such as GCP and AWS to deploy and maintain services.
**Qualifications**:
- Proven experience in experiment and protocol design for data collection.
- Strong analytical skills with the ability to conduct both qualitative and quantitative data analysis.
- Excellent organizational and communication skills to manage human data operations effectively.
- Hands-on experience in data engineering, prompt engineering, and integrating LLM solutions.
- Proficiency in coding, particularly in managing human-facing services and annotation tasks.
- Familiarity with tools and platforms like TypeScript, Firebase, FastAPI, GCP, and AWS.
- Background in software engineering, including open-source contributions and code review experience.
- Experience with ML/LLM is a plus.
**What We Offer**:
- The opportunity to work at the forefront of AI research and data collection for training cutting-edge models.
- Collaboration with a team of world-class researchers and engineers from top AI labs and companies.
- Competitive compensation and benefits, with opportunities for professional growth.
-
Member of technical staff
il y a 2 semaines
Paris, France H Company Temps pleinMember of technical staff (Data Research) Join to apply for the Member of technical staff (Data Research) role at H Company. Member of Technical Staff – Data Research About The Team The Data Research team advances multimodal intelligence, building large-scale models that operate across diverse input spaces. We combine pioneering research, efficient...
-
Member of Technical Staff, Data Engineering
il y a 2 jours
Paris, France Cohere Temps pleinMember of Technical Staff, Data Engineering Join to apply for the Member of Technical Staff, Data Engineering role at Cohere. Who are we? Our mission is to scale intelligence to serve humanity. We’re training and deploying frontier models for developers and enterprises who are building AI systems to power magical experiences like content generation,...
-
Technical Staff
il y a 1 semaine
Paris, Île-de-France Kyutai Temps pleinTechnical Staff What we are looking for:Kyutai is growing and hiring research scientists and engineers for post-docs and full-time positions.Our team is entirely based in Paris but we are open to discussion for exeptional talents across Europe. Interested in joining us?We would love to hear about you
-
Member of Technical Staff
il y a 1 semaine
Paris, France H Company Temps plein**About H**: H exists to push the boundaries of superintelligence with agentic AI. By automating complex, multi-step tasks typically performed by humans, AI agents will help unlock full human potential. H is hiring the world’s best AI talent, seeking those who are dedicated as much to building safely and responsibly as to advancing disruptive agentic...
-
Technical Staff
il y a 4 jours
Paris, Île-de-France Kyutai Temps pleinTechnical Staff - World Model Full-time · Paris What we are looking for:Kyutai is hiring top researchers, engineers and post-docs to join an ambitious project on multimodal world models.As of now, our team is based in Paris but we are open to discussion for exeptional talents across Europe. Interested in joining us?We would love to hear about...
-
Member of Technical Staff, Post-Training
il y a 2 semaines
Paris, France Cohere Temps pleinMember of Technical Staff, Post training teamJoin to apply for the Member of Technical Staff, Post training team role at CohereMember of Technical Staff, Post training team3 days ago Be among the first 25 applicantsJoin to apply for the Member of Technical Staff, Post training team role at CohereGet AI-powered advice on this job and more exclusive...
-
Staff Data Researcher – Multimodal AI Pipelines
il y a 2 semaines
Paris, France H Company Temps pleinA leading AI startup is seeking a Member of Technical Staff – Data Research in Paris. The ideal candidate will build and scale data pipelines, develop innovative training techniques, and design evaluation frameworks for state-of-the-art multimodal models. An MSc or PhD in a relevant field is required, along with strong Python skills. This hybrid role...
-
Staff Data Platform Engineer: Cloud, DataOps
il y a 5 heures
Paris, France Doctolib Temps pleinA leading healthcare technology company in Paris is seeking a Staff DataOps Engineer to drive the data platform strategy and architecture. This role involves designing enterprise-scale data infrastructure, optimizing data pipelines, and providing technical guidance to teams. With a requirement of 7+ years of experience and expertise in Google Cloud and...
-
Staff Data Platform Engineer
il y a 1 semaine
Paris, Île-de-France Doctolib Temps pleinStaff DataOps Engineer at DoctolibWe are looking for aStaff DataOps / Platform Engineerto join theData and ML platformteam.As aStaff DataOps / Platform Engineer, your mission will be to shape our data platform strategy and architecture, driving enterprise-scale solutions that accelerate machine learning initiatives, enable engineering excellence, and unlock...
-
Staff Data Platform Engineer
il y a 1 semaine
Paris, Île-de-France Doctolib Temps pleinStaff DataOps Engineer at Doctolib We are looking for a Staff DataOps / Platform Engineer to join the Data and ML platform team. As a Staff DataOps / Platform Engineer , your mission will be to shape our data platform strategy and architecture, driving enterprise-scale solutions that accelerate machine learning initiatives,...
