We're looking for experienced machine learning researchers with hands-on experience training and improving deep learning models end-to-end, across vision and language. You'll work on well-scoped empirical open-ended ML research problems. ## Responsibilities - Train image classifiers and generative image models from scratch, and fine-tune open-weight language models. - Get the most out of limited data, compute, and model-size budgets. - Make models robust — to adversarial inputs and to adversarial conversations. - Compress models to meet hard size and latency constraints without sacrificing accuracy. - Diagnose and resolve training issues. ## Requirements We are looking for candidates with strong expertise in one or more of the following areas: **Adversarial Robustness** Experience with: - Adversarial training of image classifiers (e.g. PGD-based training, TRADES). - Evaluating robust accuracy under standard threat models (e.g. L∞ attacks, AutoAttack) and avoiding gradient-masking pitfalls. - Managing the robustness–accuracy trade-off and robust overfitting. **Efficient Computer Vision** Experience with: - Training image classifiers end-to-end, especially for fine-grained recognition (many visually similar classes, few examples per class). - Model compression: quantization, pruning, and knowledge distillation from large teachers into small students. - Deploying models under hard size or latency budgets (on-device, edge, or embedded settings). **Generative Image Modeling** Experience with: - Training image generative models from scratch: diffusion models, GANs, VAEs, or flow-based models. - Iterating against sample-quality metrics such as FID. - Training-efficiency tricks that produce good generators quickly and at small parameter counts. **LLM Post-Training & Behavioral Robustness** Hands-on experience with one or more of: - Supervised fine-tuning and preference optimisation (DPO, RLHF, RLAIF) of open-weight language models, including building your own datasets via synthetic generation, noisy or weak supervision, and rejection sampling. - Shaping conversational behaviour over multiple turns: resistance to persuasion and sycophancy, calibrated confidence, and knowing when to accept corrections. - Alignment-style fine-tuning that changes a specific behaviour while preserving general capability. **Multilingual Pre-training** Experience with: - Training multilingual or low-resource-language models from scratch. - Tokenizer design across scripts and typologically diverse languages. - Balancing highly unequal per-language data (sampling temperatures, cross-lingual transfer) in data-constrained regimes. **Additional Areas of Interest** Experience in any of the following is a plus: - Scaling laws and training-efficiency research. - Curriculum learning and data ordering. - Model evaluation: benchmark construction, contamination control, statistically sound comparisons. - Uncertainty estimation and model calibration. - Data augmentation and synthetic data for robustness. ## General Qualifications - 3+ years of machine learning research experience (PhD research counts toward this requirement). - Strong experience with PyTorch, JAX, TensorFlow, or similar ML frameworks. - Degree from a top-100 university, experience at a FAANG or comparable AI company, or an equivalent research track record through publications or impactful open-source contributions. ## Why Join - Work on cutting-edge machine learning research. - Collaborate with leading AI researchers on challenging, high-impact projects. - Flexible, project-based work with competitive compensation.
Remote LLM Research Scientist (Pre-training & Computer Vision & Adversarial Robustness) - AI Trainer ($100-$120 per hour) • Wilmington, North Carolina, US
Discover The System Surveoo That’s Helping Newbies Earn Daily.Turn your free time into daily earnings by answering simple surveys.No product or tech skills needed.Join For Free And Start Earn... Show more
Responsibilities The primary responsibility of this position is to read meters and record consumption of the water used, cleaning of meter boxes, and removal of vegetation impeding access to meters... Show more
Job Title: Behavior Technician .Location: North Carolina; Home and Community Settings .Registered Behavior Technician (RBT) certification.The ABA Technician is responsible for providing one-to-one... Show more
Product Testers are wanted to work from home nationwide in the US to fulfill upcoming contracts with national and international companies.We guarantee 15-25 hours per week with an hourly pay of bet... Show more
Product Testers are wanted to work from home nationwide in the US to fulfill upcoming contracts with national and international companies.We guarantee 15-25 hours per week with an hourly pay of bet... Show more
Discover The System Surveoo That’s Helping Newbies Earn Daily.Turn your free time into daily earnings by answering simple surveys.No product or tech skills needed.Join For Free And Start Earn... Show more
Swine Production Manager TraineeJob Description: Our Management Trainee program allows you to work through a rigorous training and development plan on your way to securing a leadership position wit... Show more
Product Testers are wanted to work from home nationwide in the US to fulfill upcoming contracts with national and international companies.We guarantee 15-25 hours per week with an hourly pay of bet... Show more
Product Testers are wanted to work from home nationwide in the US to fulfill upcoming contracts with national and international companies.We guarantee 15-25 hours per week with an hourly pay of bet... Show more
Product Testers are wanted to work from home nationwide in the US to fulfill upcoming contracts with national and international companies.We guarantee 15-25 hours per week with an hourly pay of bet... Show more
Training Technology SpecialistProvides expertise in analyzing technical learning needs for a business or function then designs and delivers training solutions.Has in-depth knowledge of best practic... Show more
Adams Homes is seeking a New Home Sales Associate in Wallace, NC to guide buyers through the sales process, follow up through our CRM, and generate leads using a proven system.If you're tired of a ... Show more
Earn up to $400/week, depending on the number and type of studies you complete.Share honest feedback on products and services from independent brands.Assignments include short online surveys (10–20... Show more
If you are motivated and believe in the credit union philosophy of "People Helping People," join our team!.The Financial Advisor with an investment/trust/estate planning focus is responsible for pr... Show more
Swine Production Manager Trainee.Learns, demonstrates knowledge and skills, and becomes certified in all aspects of company systems and the pork industry standards.This position functions under the... Show more
Sign-On BonusIf you have patience, empathy, and a true desire to care for those in need, you will love working as a Certified Nursing Assistant (CNA) at The Laurels of Pender! The Laurel Health Car... Show more
Remote Jobs are now available in your area.This position is a work from home position.You will not need to come into the office.Benefits: Health Insurance, 401K, Vacation& PTO.Apply now! Work f... Show more
Angels of Care Pediatric Home Health is looking for Certified Nursing Aide (CNA) in Burgaw, NC and surrounding areas.Angels of Care has been caring for the medically fragile community across the na... Show more
Product Testers are wanted to work from home nationwide in the US to fulfill upcoming contracts with national and international companies.We guarantee 15-25 hours per week with an hourly pay of bet... Show more
LOCATION :Remote - This is a home based, virtual position that operates Monday - Friday from 8 :30am-5 :00pm EST.Vaya Health welcomes applications from NC, SC, GA, TN, VA, MD, and FL.GENERAL STATEM... Show more
