3 дня назад
Lead Software Engineer (AI/ML)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Lead Software Engineer (AI/ML): Building event-driven, GenAI-centric infrastructure and automated ETL pipelines for financial funds data with an accent on LLM deployment, NLP workflows, and scalable Python services. Focus on leading a 10-person technical team, designing cloud-based AI/ML systems, and solving production reliability and data-processing challenges.
Location: Manila, Philippines — One Le Grand Tower
Company
provides financial data, analytics, and software solutions to investment professionals and financial institutions worldwide.
What you will do
- Design, fine-tune, and deploy open-source and commercial large language models, including Llama, Mistral, and OpenAI GPT.
- Build prompt-engineering, few-shot prompting, NLP/NLU, and agent-based AI workflows.
- Develop reusable Python pipelines and architect APIs, microservices, and cloud-based AI/ML systems.
- Lead architecture, design, implementation, code quality, incident resolution, and production troubleshooting.
- Lead and mentor a 10-member technical team while collaborating with stakeholders and engineering teams.
Requirements
- 8–12 years of industry experience, including 3+ years in senior or lead roles delivering ML/AI solutions in cloud environments.
- Bachelor’s or master’s degree in computer science or an equivalent qualification.
- Advanced Python expertise for ETL pipelines, object-oriented design, optimization, testing, and packaging.
- Experience with relational databases such as MySQL, PostgreSQL, or MSSQL and with AWS, Azure, or GCP.
- Experience deploying and scaling AI/ML services using containers, serverless technologies, and infrastructure as code.
- Proven mentoring, system-design, cross-team leadership, organization, and technical communication skills.
Nice to have
- Experience with C++, PySpark, Databricks, ML lifecycle tools, CI/CD, monitoring, and model governance.
- Knowledge of secure cloud design, IAM, encryption, and compliance frameworks.
Culture & Benefits
- Work within a funds engineering organization developing financial data products and distribution services.
- Contribute to an event-driven, GenAI-centric data-processing ecosystem.
- Collaborate in an environment that values diverse perspectives, curiosity, and technical discussion.
- Support products used by more than 200,000 investment professionals worldwide.
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