Lead AI Infrastructure Engineer

Location

PST (UTC-8)

Posted

8 days ago

Salary

0

Seniority

Lead

Job Description

Lead AI Infrastructure Engineer

Sphere Partners

Role Description Build and maintain scalable AI infrastructure, enabling teams to run ML experiments, deploy machine learning models, and implement MLOps pipelines for production-grade AI. - Design distributed training pipelines for large-scale machine learning and deep learning models. - Optimize compute and storage resources for cloud-based AI/ML workloads on AWS, GCP, or Azure. - Collaborate with data scientists and ML engineers to deploy models in production efficiently. - Implement monitoring, logging, and alerting for model performance and AI workflows. - Ensure scalable, maintainable, and reliable AI infrastructure to support real-time and batch ML applications. Qualifications - 5+ years in Python and ML infrastructure. - Experience in cloud AI platforms (AWS Sagemaker, GCP AI Platform, Azure ML). - Experience with containerization (Docker), orchestration (Kubernetes), and CI/CD for ML. - Experience with distributed systems, data pipelines, and high-performance computing for AI. - Hands-on with deep learning frameworks like TensorFlow or PyTorch.

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Role Description We are looking for a Senior Infrastructure Engineer who can help us build a high-reliability, high-throughput, high-performance, globally-distributed advertising platform. Our customers will rely on our platform to run thousands of advertising auctions per second, all day every day, in order to show ads to their customers. This industry has evolved to the point where reliable performance is table-stakes — we won’t get a pass just because we’re a new startup. You’ll work extremely closely with the rest of our engineering team to make sure that the entire product is designed to operate at global scale. We’ll rely on you to design and implement the fundamental infrastructure necessary for our success. Your key responsibilities will be: - Infrastructure Engineering: Helping design our data pipelines, our network architecture, our deployment strategies, and any other aspect of our product that involves core infrastructure. We’ll rely on you to be the expert in the room as well as a hands-on engineer capable of doing the work yourself (but not alone!). - Technical Leadership: Lead by example to help develop our engineering team’s practices, particularly when it comes to testing and scaling a product whose core functionality involves large-scale, complex, sensitive, data processing. - Incident Response: Alongside the rest of us, you’ll be on-call for the systems we build. You’ll play a large part in helping us minimize our operational burden through process design and shift-left mentality, but at the end of the day we all have to keep the code running. Qualifications - Infrastructure Platform Experience: You’ve built platforms, tools, and capabilities that other engineers can rely upon to deliver a best-in-class product. - DevOps/SRE Experience: You’ve been on-call before and have a good sense for how teams can minimize operational burden. - Hands-on expertise: You may have managed or led at points in your career, but you still code regularly and are interested in continuing to do so. - Strong written communication skills: You are used to writing about, speaking about, and generally communicating complex technical subject matter both to other engineers and to non-engineers. - Early-stage mentality: You understand that success at a startup involves grit and determination. - AI forward: You are actively experimenting with or using AI as part of your software engineering practice. - High ownership: You care a lot about your work and when you ship a product, you make sure it continues to solve problems for the customer. Requirements - Adtech experience: You’ve worked in adtech, particularly mobile adtech, and have a good understanding of the broader ecosystem and market. - Stack experience: We’re running in AWS, we use terraform to manage infra, we use EKS for kubernetes clusters, we deploy with ArgoCD, we merge code with Github, we write a lot of Golang, we put application state in Postgres, we store a lot of event data in Clickhouse, we use Datadog for observability. Benefits - The annual US base salary range for this role, and other engineering roles, is $150,000 – $300,000. - We offer equity compensation and top-tier medical, dental, and vision benefits. - We have a generous hardware budget for a computer, monitor, and other core equipment necessary to work effectively on a remote team. - We care about the quality of your work more than the specific hours you spend getting it done, and try to minimize the number of synchronous meetings in favor of greater flexibility. - There is no in-office requirement.

EST (UTC-5)
$150K - $300K / year
Full TimeRemoteTeam 201-500H1B No Sponsor

• Develop and maintain Rust-based features across credit, investments, and regulatory compliance domains • Write SQL queries in PostgreSQL • Contribute to unit and integration tests, helping maintain code quality and coverage • Work closely with the team on code reviews, architecture discussions, and technical documentation • Investigate and fix bugs in critical production flows

Brazil
Full TimeRemoteTeam 10,001+Since 1934H1B No Sponsor

• Design, build, and maintain AWS infrastructure using infrastructure-as-code principles • Support production and non-production environments with a focus on availability, performance, and security • Deliver backend infrastructure operations including server management, updates, storage, failover, and logging • Build and maintain core AWS services across compute, networking, storage, and identity (e.g. EC2, S3, VPC, IAM, RDS, CloudWatch) • Collaborate with application, DevOps, and security teams to deliver resilient cloud solutions • Integrate infrastructure with CI/CD pipelines to enable reliable, repeatable deployments • Implement monitoring, logging, alerting, and observability practices • Investigate incidents, contribute to root cause analysis, and drive continuous improvement • Support security, compliance, and audit requirements within cloud environments, including regulated or security-sensitive contexts • Work with cloud partners and vendors, including AWS and third parties, on architecture reviews and optimisation • Automate infrastructure provisioning and operational processes to reduce manual effort • Document infrastructure, standards, and operational processes

United Kingdom
Sumitomo Mitsui Banking - SMBC logo

IT Infrastructure Audit Associate

Sumitomo Mitsui Banking - SMBC

Sumitomo Mitsui Banking - SMBC serves a global base of customers with diversified financial services. The banking corporation was formed in 2001 through the mer

Title: IT Infrastructure Audit Associate Location: Charlotte, NC, US, 28202 Employment Type: Full Time Requisition ID: 5664 Job Description: SMBC Group is a top-tier global financial group. Headquartered in Tokyo and with a 400-year history, SMBC Group offers a diverse range of financial services, including banking, leasing, securities, credit cards, and consumer finance. The Group has more than 130 offices and 80,000 employees worldwide in nearly 40 countries. Sumitomo Mitsui Financial Group, Inc. (SMFG) is the holding company of SMBC Group, which is one of the three largest banking groups in Japan. SMFG’s shares trade on the Tokyo, Nagoya, and New York (NYSE: SMFG) stock exchanges. In the Americas, SMBC Group has a presence in the US, Canada, Mexico, Brazil, Chile, Colombia, and Peru. Backed by the capital strength of SMBC Group and the value of its relationships in Asia, the Group offers a range of commercial and investment banking services to its corporate, institutional, and municipal clients. It connects a diverse client base to local markets and the organization’s extensive global network. The Group’s operating companies in the Americas include Sumitomo Mitsui Banking Corp. (SMBC), SMBC Nikko Securities America, Inc., SMBC Capital Markets, Inc., SMBC MANUBANK, JRI America, Inc., SMBC Leasing and Finance, Inc., Banco Sumitomo Mitsui Brasileiro S.A., and Sumitomo Mitsui Finance and Leasing Co., Ltd. The anticipated salary range for this role is between $85,000.00 and $135,000.00. The specific salary offered to an applicant will be based on their individual qualifications, experiences, and an analysis of the current compensation paid in their geography and the market for similar roles at the time of hire. The role may also be eligible for an annual discretionary incentive award. In addition to cash compensation, SMBC offers a competitive portfolio of benefits to its employees. Overview SMBC Group is a top-tier global financial group. Headquartered in Tokyo and with a 400-year history, SMBC Group offers a diverse range of financial services, including banking, leasing, securities, credit cards, and consumer finance. The Group has more than 130 offices and 80,000 employees worldwide in nearly 40 countries. Sumitomo Mitsui Financial Group, Inc. (SMFG) is the holding company of SMBC Group, which is one of the three largest banking groups in Japan. SMFG’s shares trade on the Tokyo, Nagoya, and New York (NYSE: SMFG) stock exchanges. In the Americas, SMBC Group has a presence in the US, Canada, Mexico, Brazil, Chile, Colombia, and Peru. Backed by the capital strength of SMBC Group and the value of its relationships in Asia, the Group offers a range of commercial and investment banking services to its corporate, institutional, and municipal clients. It connects a diverse client base to local markets and the organization’s extensive global network. The Group’s operating companies in the Americas include Sumitomo Mitsui Banking Corp. (SMBC), SMBC Nikko Securities America, Inc., SMBC Capital Markets, Inc., SMBC MANUBANK, JRI America, Inc., SMBC Leasing and Finance, Inc., Banco Sumitomo Mitsui Brasileiro S.A., and Sumitomo Mitsui Finance and Leasing Co., Ltd. The anticipated salary range for this role is between $85,000.00 and $130,000.00. The specific salary offered to an applicant will be based on their individual qualifications, experiences, and an analysis of the current compensation paid in their geography and the market for similar roles at the time of hire. The role may also be eligible for an annual discretionary incentive award. In addition to cash compensation, SMBC offers a competitive portfolio of benefits to its employees. Role Description SMBC is seeking an experienced IT Infrastructure Audit professional with a minimum of 3-5 years’ experience in the banking and finance/technology industry to conduct audit coverage for the firms IT infrastructure, Americas Division.. Coverage including key IT infrastructure including operating systems, databases, virtualization, middleware, unified communications, web application infrastructure, IT Governance, Change Management, Remote Access, Incident and Problem Management, Cloud, and more. Reporting to IT Infrastructure Team Head, the Audit professional will be responsible for (i) conducting regular IT application audits, ensuring work is performed in accordance with IIA standards and Internal Audit Department (IAD) policies and procedures, and (ii) supporting the issue validation activities, and (iii) partnering with other members and (iv) supporting the IT Infrastructure Team Head in the execution of their duties. In addition, they will (i) support IAD Management team in helping to identify areas of coverage for planning, development, implementation, and maintenance of an internal audit program covering technology related areas across the Americas Division and (ii) conduct regular continuous monitoring activities covering IT infrastructure and technology related risks and related processes and controls within a prescribed timeframe. Role Responsibilities • Conduct regular audits of IT infrastructure related areas assessing adherence to firm and regulatory requirements and assessing design, operating effectiveness and sustainability of associated controls. • Help to create audit issues and reports that clearly articulate results and conclusions for review with senior audit management and auditees. • Challenge the ongoing coverage of IT infrastructure work and present ideas for improvement. • Facilitate risk issue tracking to promote timely remediation. • Perform issue assurance work for audit, regulatory, and self-identified to confirm closure or recommend additional actions. • Work collaboratively with colleagues and auditees to identify risk concerns and agree reasonable solutions. • Forge strong partnerships with colleagues in other IT application and control functions including legal, compliance, data security and risk management to promote front-to-back collaboration across risk assessment and findings remediation. • Partner with audit colleagues in other business verticals and/or geographies to share best practices and drive greater consistency. Seek out opportunities to engage with stakeholders outside of formal audit periods to drive deeper relationships. • Conduct regular Continuous Monitoring activities and auditable entity updates. Qualifications and Skills • Minimum of 3-5 years of IT Application/Infrastructure/Cybersecurity audit experience in the banking and/or technology industry. • Knowledge of IT Infrastructure related risks and controls (i.e. General Controls, Platform Controls, Virtualization, Cloud, AI/Machine Learning, etc…) • Knowledge of industry relevant standards (i.e. NIST, CRI, etc...) and related regulatory expectations (i.e. NYS DFS 500, FFIEC, etc…) • Knowledge of audit techniques, risk and internal controls assessment, and workpaper standards. • Strong strategic thinking skills including the ability to identify and assess technology related risks. • Ability to act as trusted advisor to technology management using discretion and sound judgment in identifying, analyzing, and reporting problems. • Excellent communication (both verbal and written), presentation and professional skills including the ability to interact effectively at all levels within the organization. • Bachelor’s Degree in Information Technology, Finance, or related field. Advanced degree a plus. SMBC’s employees participate in a Hybrid workforce model that provides employees with an opportunity to work from home, as well as, from an SMBC office. SMBC requires that employees live within a reasonable commuting distance of their office location. Prospective candidates will learn more about their specific hybrid work schedule during their interview process. Hybrid work may not be permitted for certain roles, including, for example, certain FINRA-registered roles for which in-office attendance for the entire workweek is required. SMBC’s employees participate in a Hybrid workforce model that provides employees with an opportunity to work from home, as well as, from an SMBC office. SMBC requires that employees live within a reasonable commuting distance of their office location. Prospective candidates will learn more about their specific hybrid work schedule during their interview process. Hybrid work may not be permitted for certain roles, including, for example, certain FINRA-registered roles for which in-office attendance for the entire workweek is required.

North Carolina
$85K - $135K / year