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
Numerical Algorithm Software Engineer
SciTec is a dynamic small business, with the mission to deliver advanced sensor data processing technologies and scientific instrumentation capabilities in support of National Security and Defense, and we are growing our creative team! We support customers throughout the Department of Defense and U.S. Government in building innovative new tools to deliver unique world-class data exploitation capabilities. Important Notice: SciTec exclusively works on U.S. government contracts that require U.S. citizenship for all employees. SciTec cannot sponsor or assume sponsorship of employee work visas of any type. Further, U.S. citizenship is a requirement to obtain and keep a security clearance. Applicants that do not meet these requirements will not be considered. SciTec has immediate opportunities for talented software & algorithm developers and engineers to support programs focusing on low-latency data processing, fusion, and tracking algorithms for exploitation of remote sensing systems. Our ideal candidate will work well in multiple software languages as part of a rapid pace, collaborative, small-team environment consisting of Scientists, Engineers, and Developers and be able to prototype and develop advanced algorithms leading to eventual integration in C++ on Linux operating systems as part of government frameworks. Responsibilities Research new algorithms and analysis techniques for remote sensor data exploitation Demonstrate fluent, idiomatic mastery of Python and/or C++; comfort with software design and architecture Develop proof-of-concept signal processing, image processing, and data exploitation tools in Python Characterize quality/performance of algorithms and sensor systems Work as part of an Agile team and contribute to shared tools Other duties as assigned Requirements Colorado Residents: In any materials you submit, you may redact or remove age-identifying information such as age, date of birth, or dates of school attendance or graduation. You will not be penalized for redacting or removing this information. A bachelor’s degree in the physical sciences, mathematics, engineering, or computer science At least five years of ongoing professional experience in defense and/or defense-related technological fields (additional years of education may be substituted for years of experience) Professional experience with state estimation, tracking, or Guidance, Navigation, and Control (GNC) Professional experience and fluency in the following languages: C++, Python Fluency with Linux operating systems Ability to work full-time in-person in Boulder, CO office location Detail oriented with good verbal and written communication skills Candidates who have any of the following skills will be preferred A current active DoD SECRET security clearance or higher An advanced degree in the physical sciences, mathematics, engineering, or computer science Professional experience with application orchestration and/or deployment to the cloud Professional experience with Agile software development Professional experience with the exploitation and analysis of OPIR, E/O, SAR, Spectral, RF, or other remotely sensed data Benefits SciTec offers a highly competitive salary and benefits package, including: Employee Stock Ownership Plan (ESOP) 3% Fully Vested Company 401K Contribution (no employee contribution required) 100% company paid HSA Medical insurance, with a choice of 2 buy-up options 80% company paid Dental insurance 100% company paid Vision insurance 100% company paid Life insurance 100% company paid Long-term Disability insurance 100% company paid Hospital Indemnity insurance Voluntary Accident and Critical Illness insurance Short-term Disability insurance Annual Profit-Sharing Plan Discretionary Performance Bonus Paid Parental Leave Generous Paid Time Off, including Holiday, Vacation, and Sick Pay Flexible Work Hours The pay range for this position is $117,000 - $168,000 / year. SciTec considers several factors when extending an offer of employment, including but not limited to the role and associated responsibilities, a candidate's work experience, education/training, and key skills. This is not a guarantee of compensation. SciTec is proud to be an Equal Opportunity employer. VETS/Disabled.
Boulder, CO, USA
$117,000-168,000/year
Craigslist
We Are Hiring Owner Operators (Burbank, CA)
Ardwin Freight We Are Hiring Owner Operators Earn up to $30,000 before deductions per month. Join the fleet of Ardwin Freight We have 37 years of experience in the transportation industry and are one of the most respected companies in California. We are ready to get you working quickly with our authorities and permits. Instead of waiting weeks and spending thousands of dollars obtaining permits and insurance, join Ardwin Freight and start working in just a few days. As an Owner Operator with Ardwin Freight, you will have access to dedicated loads and full support from the company's operations team to maximize your earnings while you focus solely on driving. What we offer includes: Permits and Authorities MC Number for interstate operations MCP Number for intrastate operations within California only USDOT - General Transportation Registration IFTA Permit Oregon and New Mexico Permits Oregon PUC Bond (surety deposit) UCR - Unified Carrier Registration. Annual payment. BOC-3 Process Agents - Annual Payment. Insurance and Regulatory Compliance Liability and Cargo Insurance Passenger Insurance Physical Damage Insurance for your truck. Join before March 31st and we cover your first year of Physical Damage! Drug and Alcohol Program Administration (Consortium) 90-day inspections and BIT inspection (every 2 years) Other Benefits Free parking Plates valid for all 48 states Electronic Logging Device (ELD), GPS, and security camera provided 24/7 dispatch Fuel Discount Card Weekly Payments and Advances Equipment Financing Options* Why Choose Ardwin Freight? Earn up to $30,000 before deductions per month with reliable, dedicated freight. Save time and money by avoiding the costs of obtaining permits and insurance. Join a professional team that values and supports drivers. Focus on driving with peace of mind, knowing we handle regulatory compliance and securing freight for you. Your Responsibilities: Maintain your truck in good condition and compliant with safety standards. Fuel expenses (our discount card will help you save significantly!). Comply with federal and state regulations as an Owner Operator. At Ardwin Freight, we take pride in offering a fast and reliable way to get on the road and start earning money without delay. Join Today! Call us at: (800) 927-8153 Visit us: 2940 N Hollywood Way, Burbank, CA 91505 Bonus: Join before March 31st and we’ll cover your first year of Physical Damage Insurance for your truck. Stop wasting time and money on permits and insurance. Start earning what you deserve with Ardwin Freight today. Let’s hit the road together!
2940 N Hollywood Way, Burbank, CA 91505, USA
$30,000/year
Workable
Full Stack Developer - Need Only Locals to GA
Job Description :   We are seeking a talented Full Stack Developer to join our team at iSoftTek Solutions Inc. As a Full Stack Developer, you will be responsible for designing, developing, and maintaining our web applications and software solutions. You will collaborate with cross-functional teams to deliver high-quality and scalable software products.   Responsibilities: Design, develop, and maintain web applications using modern technologies and frameworks Collaborate with product owners, designers, and other stakeholders to gather requirements and translate them into technical specifications Write clean and efficient code following industry best practices Perform code reviews for team members and provide constructive feedback Optimize application performance and ensure scalability Troubleshoot and debug issues reported by clients and users Stay up-to-date with the latest trends and technologies in web development   Requirements: Bachelor's degree in Computer Science, Software Engineering, or a related field Minimum of 3 years of experience as a Full Stack Developer Proficient in front-end technologies such as HTML, CSS, JavaScript, and JavaScript frameworks like React or Angular Strong knowledge of back-end technologies such as Java, Python, or Node.js Experience with databases such as MySQL or MongoDB Knowledge of version control systems like Git Excellent problem-solving and communication skills Ability to work independently and in a team environment Must be a local resident of Georgia, USA Requirements Requirement Summary: Bachelor's degree in Computer Science, Software Engineering, or related field 3+ years of experience as a Full Stack Developer Proficiency in HTML, CSS, JavaScript, and JavaScript frameworks (React, Angular) Strong knowledge of back-end technologies (Java, Python, Node.js) Experience with databases (MySQL, MongoDB) Knowledge of version control systems (Git) Excellent problem-solving and communication skills Ability to work independently and in a team environment Must be a local resident of Georgia, USA
Atlanta, GA, USA
Negotiable Salary
Workable
Data Engineer III
Position: Data Engineer III    Location: Redmond, WA 98052    Duration: 12 Months       Job Type: Contract         Work Type:  Onsite      Job Description:     Responsibilities  Build statistical models to identify patterns and trends in production testing data (telemetry, time-series) to generate correlation and predictions.  Develop an understanding of the manufacturing execution system with its multiple sources of data and relationship. Analyze the production system data and derive insights into current bottlenecks and areas of improvement, along with specific actionable recommendations  Collect, format and report periodic snapshots of the production and test data for consumption by other program managers and engineers.  Synthesize analysis and communicate insights and recommendations to various audiences  Work closely with technical program managers and engineers to provide data insights that help explain anecdotes from the manufacturing floor, and provide actionable resolution steps  Create templates and scripts to help scale and automate our ability to ingest, analyze and enable quick data reviews.  Required Skills & Experience  7+ years of related experience (data science, data engineering, data analysis, ML engineering)  4+ years of data querying languages (e.g. SQL), scripting languages (e.g. Python) or statistical/mathematical software (e.g. R, SAS, Matlab, Minitab, etc.) experience  2+ years of machine learning/statistical modeling data analysis tools and techniques, and parameters that affect their performance experience  Very Strong development experience with notable BI reporting tools (Oracle BI Enterprise Edition (OBIEE)).  Should have experience developing complex and a variety of reports.  A good candidate has strong analytical skills and enjoys working with large complex data sets.  Experience applying theoretical models in an applied environment  A good candidate can partner with business owners directly to understand their requirements and provide data which can help them observe patterns and spot anomalies. Preferred  Experience in Python, Perl, or another scripting language  Master's degree in a quantitative field such as statistics, mathematics, data science, engineering, or computer science  Experience in aerospace, manufacturing, test processes and/or test systems development  Typical Day in the Role:    Daily Schedule:   Accelerate test data collection and reviews to help reduce testing requirements across the OISL LRUs  Simplify and automate (with scripts and standard schemas) the continuous collection and formatting of such data  Develop dashboards and visualizations to help the test triage process  Develop a continuous monitoring and alarming framework that can help inform Engineers of areas needing a deeper analysis  Partner with the continuous improvement and OISL teams to accelerate the creation of analysis and tooling to establish manufacturing statistical process controls of key LRUs and test processes  Candidate Requirements:    REQUIRED SKILLS  Years of Experience: 5 years  Leadership Principle:   Customer Obsession, Learn and Be Curious, Dive Deep, Clear communication  Top 3 must-have hard skills  5+ years of related experience (data science, data engineering, data analysis, ML engineering)  scripting languages (e.g. Python  Statistical modeling data analysis tools   
Redmond, WA, USA
Negotiable Salary
Craigslist
Accounting Office Assistant (Vancouver, WA)
Hi! We’re looking for an Accounting Office Assistant to join our [City, State] office. This is a great opportunity for accounting college students, recent grads, or anyone interested in starting a career in accounting. No experience is required - we will provide initial training. You’ll help keep the office running smoothly with tasks like answering phones, data entry, and supporting basic tax and bookkeeping work. During tax season, overtime and extended hours are required, with fewer hours in the summer and off-seasons. Key Responsibilities -Answer and direct phone calls -Assist with basic tax preparation and bookkeeping tasks -Enter data into accounting and tax software -Maintain accurate and organized records (digital and paper) -Scanning client paperwork, mailing, etc. -Support the team with scheduling, client intake, and office organization -Provide extra support during busy tax season, including overtime Helpful if You Are -An accounting major or recent grad (preferred, but not required) -Organized, detail-oriented, and eager to learn -Comfortable with basic computer tools (Excel, Google Drive, Word) -Have accounting or tax experience -Flexible to work extended hours during busy season What We Offer -Hands-on experience in accounting and tax -Training and mentorship from experienced professionals -Paid overtime during tax season -A supportive, team-oriented environment
2804 Harney St, Vancouver, WA 98660, USA
$16/hour
Cookie
Cookie Settings
Our Apps
Download
Download on the
APP Store
Download
Get it on
Google Play
© 2025 Servanan International Pte. Ltd.