7 дней назад
Senior Machine Learning Engineer (AI)
210 000 - 255 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer (AI/Transformers): Building, fine-tuning, evaluating, and deploying production machine learning models and training pipelines with an accent on transformer models, data quality, and distributed training. Focus on designing fine-tuning strategies, operating large-scale training with FSDP or DeepSpeed, building robust evaluation harnesses, and mentoring engineers.
Location: United States
Salary: $210,000–$255,000 USD annually
Company
is an IT consulting firm that delivers technology solutions to improve client performance and support business objectives.
What you will do
- Own the data foundations for AI initiatives, including data quality and training inputs.
- Build and maintain training and retraining pipelines in Azure AI Foundry, covering model catalogs, fine-tuning, deployment, drift monitoring, and production feedback loops.
- Make model design decisions across full fine-tuning, LoRA, QLoRA, DPO, and prompting approaches.
- Run advanced hyperparameter optimization and operate distributed training setups using tools such as FSDP, DeepSpeed, Megatron, or Accelerate.
- Design evaluation harnesses, assess benchmark contamination, and ship models into production.
- Mentor engineers and communicate with clients through email, calls, and meetings.
Requirements
- 5+ years of machine learning engineering experience, including end-to-end fine-tuning of transformer models.
- Strong Python and PyTorch skills, with fluency in the Hugging Face stack, including Transformers, Datasets, Accelerate, PEFT, and TRL.
- Experience building or operating distributed training systems.
- Azure AI Foundry experience, or strong Azure ML experience with willingness to deepen expertise; SQL and at least one data pipeline tool such as dbt, Airflow, Dagster, or Spark.
- Experience with experiment tracking and engineering tools including Git and Docker.
- Fluent, bilingual, or near-native English proficiency is required, along with strong interpersonal and communication skills for client-facing work.
Nice to have
- JAX and CUDA kernel experience.
- Experience running quantized models locally with GGUF, GPTQ, AWQ, or MLX.
- Familiarity with whisper.cpp, flash-moe, MoE routing, speculative decoding, and KV-cache management.
- RLHF, DPO, or preference data curation experience.
Culture & Benefits
- Customer-centric, data-driven approach to consulting.
- Focus on innovation, technical excellence, integrity, and transparency.
- White-glove client service and long-term customer relationships.
- Employment opportunity with consideration provided without discrimination in accordance with applicable law.
Hiring process
- The posting remains active for at least three days and extends by three days until the position is filled.
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