字节跳动AML-火山方舟大模型推理系统工程师
任职要求
1、熟练掌握Linux环境下的C/C++与Python语言,有大规模机器学习系统或搜广推推荐系统相关经验; 2、熟悉至少一种机器学习框架(Tensorflow/PyTorch/MxNet或其他自研框架); 3、熟悉至少一种大模型训练/推理框架,包括但不限于:vLLM、TensorRT-LLM、SGLang、Megatron-LM等; 4、具有独立解决问题的能力,良好…
工作职责
1、负责火山引擎大模型训练和推理系统的研发与性能优化,包括但不限于:模型计算性能优化、千卡训练集群调优、分布式大模型推理系统、大规模推理流量调度等; 2、负责解决系统高并发、高可靠性、高可扩展性等技术难关,支撑火山引擎千亿级别的日均Token训练推理流量; 3、负责大模型训练和推理前瞻性技术架构的调研和引入,技术方案不限于子图匹配、编译优化、模型量化等; 4、负责异构硬件的引入与训练推理框架的集成,包括但不限于GPU、NPU、TPU等; 5、面向全球多地域超大规模GPU算力集群,通过弹性调度、GPU超卖、任务编排等方式不断提升算力利用率; 6、与算法部门深度合作,进行算法与系统的联合优化。
- Lead the development and execution/develop of the company’s Enterprise Risk Management (ERM) strategy, ensuring it is aligned with the overall business strategy and risk appetite, in accordance with business conditions, the regulatory environment, and industry trends. - Develop and maintain a comprehensive ERM framework, including risk identification, assessment, mitigation, and monitoring processes. - Collaborate with the Executive Team and department heads to integrate risk management practices across all functions and business units. Collaborate to ensure the effective execution of risk controls and advise on risk reduction opportunities & best practices for risk management. - Provide thought leadership and guidance on emerging risks, including operational, strategic, compliance, and reputation - Oversee the development and testing of business continuity plans and disaster recovery procedures to ensure organizational resilience in the event of disruptions, and oversee the management of crisis situations, ensuring that risk mitigation measures are implemented swiftly and effectively. - Foster a risk-aware culture across the organization by ensuring effective communication of risk management policies, guidelines, and procedures.
We are actively seeking a seasoned Payment Sanctions Compliance and Governance Specialist to join our AIDC Group Compliance team. The successful candidate will play a pivotal role in devising, overseeing, and ensuring the seamless implementation of our Group-wide Sanctions program across our licensed entities, with a particular emphasis on the SEA and LATAM regions. Additionally, this role will encompass the formulation and execution of governance framework, including management oversight and management information reporting. Primary Responsibilities: • Formulate and implement Group-wide Payment Sanctions policies and controls in accordance with regulatory requirements, industry best practices, and business needs, ensuring effective deployment across all operational locations; • Develop and implement the Group framework for Name Screening tuning, calibration and optimization; • Conduct regular reviews and validations to ensure the adequacy, effectiveness, and efficiency of name screening systems; • Offer advisory support and coordination on Group Sanctions-related policies, including consultation and feedback; • Deliver training on Sanctions policies, procedures, and guidelines to enhance awareness; • Provide expert advisory to local MLROs, business units, and functions regarding sanctions-related matters, including policy interpretation and application; • Conduct thorough analyses of sanctions-related issues, manage escalated sanctions alerts and transactions, and ensure timely review of all sanctions-related escalations; • Establish and uphold the governance framework across the AML compliance team, including key AML and Sanctions governance forums/committees and Management Information reporting; • Proactively monitor developments in the market, industry or regulatory landscapes and engage relevant stakeholders concerning on the impact to the Sanctions program; • Facilitate with internal and external auditors and regulators relating to Sanctions audits/examinations or ad hoc projects for management reporting.
- Perform holistic EDD assessments, with a primary focus on event-driven reviews. - Conduct screening and background checks on customers, related parties and counterparties to identify potential risks, including sanctions exposure and adverse media. - Analyse triggers for event-driven reviews and formulate well-structured Requests for Information questions to gather relevant information from customers. - Assess money laundering, terrorism financing and sanctions risk across customer profiles and transactions and provide well-reasoned recommendations on account management strategies. - Conduct investigations into high-risk customer profiles, suspicious transactions and unusual activities. - Prepare and submit STRs to STRO, ensuring compliance with regulatory reporting obligations and adherence to submission timelines. - Prepare insightful Management Information System reports for internal and regulatory reporting, including periodic updates to the Singapore AML team. - Proactively identify opportunities to enhance and optimise the design of EDD rules, processes and frameworks to align with evolving business needs and regulatory expectations. - Provide expert AML/CFT advisory support to business units as required. - Collaborate closely within AML team and other departments within the Bank. - Stay abreast of the latest regulatory developments in AML/CFT and ensure our processes align with industry-leading practices and regulatory guidelines. - Proactively prepare for and navigate regulatory audits to ensure the frameworks and processes remain compliant. - Support the AML team and Team Lead in executing key AML/ CFT initiatives/projects and other ad-hoc compliance matters as required.
1. Alert Clearance & Investigation o Conduct thorough analysis and resolution of name screening alerts (PEPs, Sanctions, Adverse Media) and Google screening alerts to mitigate risks and ensure regulatory compliance. o Document decisions and maintain audit-ready records. 2. Subject Matter Expertise o Serve as the SME for PEP, Sanction, and Adverse Media screening processes, staying updated on emerging risks and regulatory changes. 3. AML System Support o Investigate and resolve technical issues within AML systems, collaborating with AML tech team for bug fixes and enhancements. 4. Project Execution o Contribute and follow up AML initiatives including system upgrades, calibration of screening parameters, and regulatory remediation projects. 5. Training & Mentorship o Train and mentor junior staff on alert handling, due diligence, and AML best practices. 6. Ad-Hoc Tasks o Address urgent compliance requests, deep-dive investigations, and regulatory reporting as needed. 7. Risk Mitigation o Identify systemic issues in screening processes and propose corrective actions.