Browse
···
Log in / Register

Machine Learning Engineer, ML Runtime & Optimization

$140,000-250,000/year

pony.ai

Fremont, CA, USA

Favourites
Share

Description

Founded in 2016 in Silicon Valley, Pony.ai has quickly become a global leader in autonomous mobility and is a pioneer in extending autonomous mobility technologies and services at a rapidly expanding footprint of sites around the world. Operating Robotaxi, Robotruck and Personally Owned Vehicles (POV) business units, Pony.ai is an industry leader in the commercialization of autonomous driving and is committed to developing the safest autonomous driving capabilities on a global scale. Pony.ai’s leading position has been recognized, with CNBC ranking Pony.ai #10 on its CNBC Disruptor list of the 50 most innovative and disruptive tech companies of 2022. In June 2023, Pony.ai was recognized on the XPRIZE and Bessemer Venture Partners inaugural “XB100” 2023 list of the world’s top 100 private deep tech companies, ranking #12 globally. As of August 2023, Pony.ai has accumulated nearly 21 million miles of autonomous driving globally. Pony.ai went public at NASDAQ in Nov. 2024. Responsibility The ML Infrastructure team at Pony.ai provides a set of tools to support and automate the lifecycle of the AI workflow, including model development, evaluation, optimization, deployment, and monitoring. As a Machine Learning Engineer in ML Runtime & Optimization, you will be developing technologies to accelerate the training and inferences of the AI models in autonomous driving systems. This includes: Identifying key applications for current and future autonomous driving problems and performing in-depth analysis and optimization to ensure the best possible performance on current and next-generation compute architectures. Collaborating closely with diverse groups in Pony.ai including both hardware and software to optimize and craft core parallel algorithms as well as to influence the next-generation compute platform architecture design and software infrastructure. Apply model optimization and efficient deep learning techniques to models and optimized ML operator libraries. Work across the entire ML framework/compiler stack (e.g.Torch, CUDA and TensorRT), and system-efficient deep learning models. Requirements BS/MS or Ph.D in computer science, electrical engineering or a related discipline. Strong programming skills in C/C++ or Python. Experience on model optimization, quantization or other efficient deep learning techniques Good understanding of hardware performance, regarding CPU or GPU execution model, threads, registers, cache, cost/performance trade-off, etc. Experience with profiling, benchmarking and validating performance for complex computing architectures. Experience in optimizing the utilization of compute resources, identifying and resolving compute and data flow bottlenecks. Strong communication skills and ability to work cross-functionally between software and hardware teams Preferred Qualifications: One or more of the following fields are preferred Experience with parallel programming, ideally CUDA, OpenCL or OpenACC. Experience in computer vision, machine learning and deep learning. Strong knowledge of software design, programming techniques and algorithms. Good knowledge of common deep learning frameworks and libraries. Deep knowledge on system performance, GPU optimization or ML compiler. Compensation and Benefits Base Salary Range: $140,000 - $250,000 Annually Compensation may vary outside of this range depending on many factors, including the candidate’s qualifications, skills, competencies, experience, and location. Base pay is one part of the Total Compensation and this role may be eligible for bonuses/incentives and restricted stock units. Also, we provide the following benefits to the eligible employees: Health Care Plan (Medical, Dental & Vision) Retirement Plan (Traditional and Roth 401k) Life Insurance (Basic, Voluntary & AD&D) Paid Time Off (Vacation & Public Holidays) Family Leave (Maternity, Paternity) Short Term & Long Term Disability Free Food & Snacks

Source:  workable View original post

Location
Fremont, CA, USA
Show map

workable

You may also like

Workable
Senior Software Developer
Northstrat is seeking a senior developer with experience architecting and implementing technical solutions using modern software development practices and technologies. This is a new project with greenfield development! Your responsibilities will include architecting and implementing microservice solutions for complex problems and mentoring junior developers. You will write code using Test Driven Development that complies with our projects high code quality standards.  The ideal candidate leads by example and encourages a collaborative team-solutioning environment. This role demands a self-starter who can take vaguely defined tasks and works with the team to deliver high-quality solutions.  Java, Spring Framework, Spring Boot  Web frameworks – Angular, React, VUE  Databases - PostgreSQL, MySQL, MongoDB, Redis  Amazon Web Services (AWS) - EC2, Lambda, SNS, SQS, CloudFormation  Message Bus – RabbitMQ, ActiveMQ, Kafka  Automated testing tools - Mockito, JUnit, Cypress, Jest, etc.  Source code management tools - Git, GitLab, Bamboo  Containerization  and Deployment – Docker, Helm, Kubernetes  CI/CD DevSecOps pipeline tools - Jenkins, Git, Gitlab, Bamboo, BitBucket, SonarQube, Fortify  Issue and Ticket Tracking - Jira and Confluence    TypeScript  CSS  Groovy  Puppet  Requirements Must have an active TS/SCI with CI poly to qualify for this position Bachelor’s Degree in STEM field or related experience   Experience: 15+ years of relevant experience.  Must be available to work in-person in Sterling, VA or Aurora, CO   Strong Java skills, including JEE and REST web services.  Experience with Oracle, MySQL, or Postgres.  Proficiency in at least one modern programming language such as Java.  Proficiency with Linux development including command line  Experience with Java microservice application and interface design and development.  Understanding of Agile practices  Current Security+ (or similar) certification or willingness to obtain   Preferred Qualifications  Experience developing microservices using Spring Boot and the Spring Framework  Experience working with scalable and distributed message bus such as Apache Kafka  Experience applying DevOps best practices and leveraging tools such as Git, Jenkins, and Docker  Experience developing secure RESTful web services integrating Identity Management tools such as Keycloak and LDAP  Ability to work with container orchestration systems such as Kubernetes, Docker, and Helm  Knowledge of in-memory storage solutions (Redis) as well as AWS S3-compliant object stores  Experience applying DevOps best practices in day-to-day software development  Experience with Continuous Integration and Automated Testing using tools like Jenkins/Hudson, Cypress, JUnit, etc.  Knowledge of Java Instrumentation and Performance Monitoring.  Understanding of server virtualization using VMWare.  Web development skills in HTML5, JavaScript, Flash, JSP, GWT, or other frameworks.    Benefits Work/Life Balance Northstrat values true work life balance. We offer power of choice benefits designed to best meet the needs of you and your lifestyle. Our benefits programs are designed to support and encourage wellness, healthy living, retirement investment, and lifetime learning. Pay Range There are a host of factors that can influence final salary including, but not limited to, geographic location, Federal Government contract labor categories and contract wage rates, relevant prior work experience, specific skills and competencies, education, and certifications. We also offer competitive compensation, benefits, and professional development opportunities. Please refer to our Benefits section for additional details.   Flex Time Northstrat does not mandate specific working hours. Although project requirements may dictate schedules, a Northstrat employee is only required to work an average of 8 hours per weekday over the course of a month. For example: John worked 12 hours on June 1st to meet a project deadline. On June 15th, John only worked 4 hours because he left early for a long weekend. John’s IBA was not debited for time off because flex time allowed him to carry over those 4 hours from June 1st. Individual Benefits Account (IBA) To attract and retain the highest quality staff, Northstrat provides a unique and versatile benefits package, the Individual Benefit Account (IBA), which places the power of choice in the hands of our greatest asset – the employee. The purpose of the IBA is to provide attractive benefits to all full-time employees of Northstrat on a flexible basis that enables each covered employee to select a package that best suits his or her needs. Whether those needs are paid time off, medical expenses, prescription drug expenses, cash disbursement, or a combination of any of these, the IBA provides flexibility to help you meet your specific goals. The IBA can be used for such things as: IBA Benefits accrue each month in the amount equivalent to 50% of the employee’s monthly compensation rate. That is, the effective dollar amount of this accrual is in addition to an employee’s salary. Profit Sharing Plan (PSP) The PSP is a qualified retirement plan that Northstrat funds quarterly on the employee’s behalf through the IBA in the amount equivalent to 25% (up to the IRS contribution limit) of the employee’s compensation. That is, of the 50% accrual in the IBA, half of the amount accrued is applied to the PSP. Stock Options Because Northstrat is an employee-owned company, all new employees are offered stock options. Employees have the opportunity to receive additional stock options based on accomplishment of individual performance goals. Stock owners elect the Board of Directors and are directly impacted by the success of the company. Lifelong Learning Our culture promotes and nurtures a growth environment. We hire and scale rapidly to meet the needs of our partner customers. Through periodic company sponsored training events, and the ability to use IBA funds for reimbursement of work-related education expenses you will have the opportunity to continually grow your skills and abilities. Bring Your True Self We embrace diversity and encourage inclusion. We support employee led interest groups and challenge our employees to support others and be their best self. We are so true to our beliefs that we offer employee referral incentives. When you like it here, your friends and family will too! Northstrat is an Equal Opportunity Employer We are committed to fostering an inclusive, diverse workplace. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, pregnancy, sexual orientation, gender identity, national origin, age, disability, veteran status or other legally protected status.
Sterling, VA, USA
Negotiable Salary
Workable
Angular Developer
Experience: 5 Years The Georgia Department of Human Services (DHS), Office of Information Technology (OIT), is seeking a qualified candidate for the temporary contractor staffing position of Angular Developer in Atlanta, Georgia. Angular Developer is responsible for building and maintaining dynamic web applications using the Angular framework and making sure the applications are ADA compliant. Responsibilities include the integration and design of new application systems and/or life-cycle enhancement to existing complex multi-platform (Java/.Net) Department of Human Services Systems. Responsible for determining the scope of the assigned project(s) by assessing requirements from business and technical/network personnel. Should develop complex features and UI components using Angular. Work with REST APIs, error handling and authentication. Work will include integration planning, analysis across multiple technical platforms across DHS to include both global system design and detailed program design for complex processes or interfaces, review of database design of new data structures, and suggested modifications to existing data structures. Effectively documents and teaches the structure and function of the new application and/or enhancements resulting from the assigned project(s) to other Web Application Managers and senior technical personnel to ensure that the new systems or enhancements operate smooth within DHS’s OIT environment. Qualifications: Bachelor’s degree in Computer Science or equivalent. 3 years of experience web development experience which includes the programming/ development of ADA compliance web applications. 3 years of Team lead experience is desirable to apply for the job. 3 years of experience with Java/J2EE, ASP .Net core. 3 years of experience of web development experience which includes the programming/ development of web applications. Experience with JSP (Java Server Pages), HTML, .Net, IIS Java Script, Java Servlets, XML, SQL, Oracle, Java/.Net Project Build & Deployment.  Experience leading large and small application development teams. Experience integrating applications and designing and developing web services and frameworks; extensive front and back-end experience required.
Atlanta, GA, USA
Negotiable Salary
Craigslist
Client Agreements Advisor - remote (Washington, DC)
JD with contracts, compliance or law firm conflicts experience? Client Agreements Advisor - REMOTE - for top tier global law firm. This position is in the Compliance department. Prior experience working with outside counsel guidelines and fee agreements preferred, conflicts attorney experience also helpful. This is a high visibility role that involves reviewing client agreements according to outside counsel guidelines. JD is a hard requirement. This position is responsible for leading analysis of/response to client terms of engagement. This analytical role ensures that agreements to non-standard terms are consistent, mitigate risk, and to the extent possible reflect business interests of the firm. Candidate will advise and work with the Client Agreements Manager and senior attorneys to manage the review, response and implementation of non-standard terms. Duties: Develop/maintain knowledge of business policies and practices, legal and ethical considerations, insurance requirements and guidance relating to firm agreements. Assess outside counsel guidelines and other non-standard terms to identify potential issues. Draft internal assessments and proposed approaches based on evaluation. Lead senior attorneys in discussions of issues, considerations, and proposed approaches. Prepare client-facing comments and responses to terms. Coordinate with senior attorneys regarding discussions and negotiations with clients. Respond to due diligence questionnaires. Manage outside counsel guidelines database and share key information with all necessary stakeholders. Conduct extensive research using firm databases, business research resources and discussion with internal subject-matter experts. Position Requirements: JD required. Two or more years of law firm or equivalent experience in a legal setting. Must have experience in and enjoy reviewing/retaining/comprehending large volumes of information (contracts). Demonstrated ability to process, organize and assess complex information to determine logical conclusions and effective solutions. Demonstrated ability to clearly and concisely synthesize complex business and legal concepts verbally and in writing. Highly developed business research abilities. Strong interpersonal skills to establish close working relationships and simultaneously balance needs and views of different stakeholders. Understanding of the complexities of business and legal relationships in a global economic environment. Salary is $102 – 143k commensurate with experience, + generous benefits package.
511 20th St NW, Washington, DC 20006, USA
$102,000-143,000/year
Workable
Staff Embedded Software Engineer
Headquartered in the United States, TP-Link Systems Inc. is a global provider of reliable networking devices and smart home products, consistently ranked as the world’s top provider of Wi-Fi devices. The company is committed to delivering innovative products that enhance people’s lives through faster, more reliable connectivity. With a commitment to excellence, TP-Link serves customers in over 170 countries and continues to grow its global footprint.  We believe technology changes the world for the better! At TP-Link Systems Inc, we are committed to crafting dependable, high-performance products to connect users worldwide with the wonders of technology.   Embracing professionalism, innovation, excellence, and simplicity, we aim to assist our clients in achieving remarkable global performance and enable consumers to enjoy a seamless, effortless lifestyle.   Overview:  As a staff embedded software engineer at TP-Link. You will be responsible for enhancing the residential device platform, which will be deployed to more than 100 million devices, creating an extensive network/IoT ecosystem for end users and ISP operators. Leveraging your expertise in embedded systems, you’ll play a key role in building an exceptional ecosystem.  In this role, you’ll design, implement, and optimize embedded software features, while developing white box testing code on platforms like Linux, PRPL, RDK, and OpenWrt. You’ll collaborate closely with cross-functional teams, including hardware engineers, product managers, and cloud services teams, to ensure seamless integration and optimal performance of the residential ecosystem. Additionally, you’ll develop and execute testing strategies to validate the robustness of your code, ensuring high quality and reliability in production environments.  Key Responsibilities:  Lead the design and architecture of complex internet gateway software.  Design, develop, execute and maintain automated software test suites for the purpose of verifying quality.  Write high-quality, efficient, and maintainable code in C or C++ for embedded systems, following best practices in software development.  Deliver high-quality code, comprehensive test cases, and clear design documentation.  Implement and enhance coding standards within the team, ensuring adherence to best practices in code quality, modularity, and reusability.  Implement continuous improvements and best practices, focusing on resource consumption optimization and network forwarding performance.  Participate actively in code reviews, providing constructive feedback to peers and mentoring junior engineers on software development best practices.  Work closely with product teams and engineers to deliver features end-to-end.  Analyze competitors and build strategies to address market challenges.  Handle customer feedback and resolve issues effectively.  Stay up to date with the latest industry standards and technologies.  Requirements Bachelor's degree in computer science, Computer Engineering, Electrical Engineering, or equivalent experience.  10+ years of experience with embedded software.  Strong understanding of computer architecture, network protocols, and related algorithms.  Proven experience in platform design and solving kernel-level crash problems.  Proven track record in identifying system bottlenecks and optimizing performance (CPU, memory, and network efficiency).  Experience in developing and executing white box tests for embedded systems.  Proficiency in C or C++ programming.  Deep knowledge of embedded systems.  Passion for learning and exploring new technologies and methodologies.    Preferred Qualifications:  Experience with the development prpl, rdk platform, with a strong understanding of their architectures and ecosystems.  Proficiency in debugging tools and methodologies for embedded systems, especially in performance optimization and crash diagnostics.  Experience working with large-scale deployments of embedded systems, particularly in networking or telecommunications environments.  Knowledge of wireless communication standards (Wi-Fi, Zigbee, etc.) and IoT protocols (MQTT).  Strong communication and interpersonal skills, with the ability to work effectively in cross-functional teams and present complex technical concepts to non-technical stakeholders.  Benefits Salary range: $140,000 - $200,000 Free snacks and drinks, and provided lunch on Fridays Fully paid medical, dental, and vision insurance (partial coverage for dependents) Contributions to 401k funds Bi-annual reviews, and annual pay increases Health and wellness benefits, including free gym membership Quarterly team-building events At TP-Link Systems Inc., we are continually searching for ambitious individuals who are passionate about their work. We believe that diversity fuels innovation, collaboration, and drives our entrepreneurial spirit. As a global company, we highly value diverse perspectives and are committed to cultivating an environment where all voices are heard, respected, and valued. We are dedicated to providing equal employment opportunities to all employees and applicants, and we prohibit discrimination and harassment of any kind based on race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state, or local laws. Beyond compliance, we strive to create a supportive and growth-oriented workplace for everyone. If you share our passion and connection to this mission, we welcome you to apply and join us in building a vibrant and inclusive team at TP-Link Systems Inc. Please, no third-party agency inquiries, and we are unable to offer visa sponsorships at this time.
Irvine, CA, USA
$140,000-200,000/year
Craigslist
Bartender | Joon | Now Hiring
Culinary Agents is working with the team at Joon to connect them with talented hospitality professionals. Joon - Now Hiring: Bartender Click here to learn more & apply today! Are you a seasoned and innovative bartender looking to elevate your career? We invite you to join our world-class team at Joon restaurant, one of New YorkTimes' Top 50 Restaurants in America. No need to worry about late night closing shifts. We close at 10 on Tuesday through Thursday and 11 on Fridays and Saturdays. As a high-end restaurant, our average checks and tips for our bartenders are well above average. About Us: Joon is synonymous with unparalleled culinary excellence and a commitment to delivering an extraordinary dining experience. Our culinary team recently reached the semifinalist list for James Beards Best Chef Award and we were ranked in the top 25 of the Washingtonian’s list of DC Area’s 100 Very Best Restaurants. Our establishment has consistently set the standard for culinary innovation and service excellence, earning accolades from both critics and discerning patrons alike. Role Overview: As the Bartender, you will be a key player in crafting and executing a world-class beverage program that complements our culinary offerings. You will be responsible for learning about an exceptional wine list, make creative cocktails, and ensuring the seamless integration of beverage and food pairings to delight our guests. An integral part of your job is to act as server and serve guests. Server experience is required.  Bartender Qualifications: - Willingness to learn. - Having a positive attitude. - Being a team player. - Having great customer service skills. - Proven experience as a Bartender or similar role in a high-end dining establishment. - Impeccable attention to detail and a commitment to delivering unparalleled guest experiences. If you are a dynamic and passionate bartender ready to leave your mark on the culinary world, we invite you to apply. Join us in shaping the future of Joon’s sister bar and be a part of a team dedicated to excellence. Elevate your career with Joon – where passion meets perfection in every sip! Shift: Day shift Evening shift Weekend, including Sundays  Experience: Bartending: 2 years (Required) Create your FREE profile on CulinaryAgents.com to apply to any job with a single click! Plus, start receiving alerts for new opportunities that match your skills and experience.
1700 Burlwood Ct, Vienna, VA 22182, USA
$15/hour
Cookie
Cookie Settings
Our Apps
Download
Download on the
APP Store
Download
Get it on
Google Play
© 2025 Servanan International Pte. Ltd.