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Odd Jobs in California (NOW HIRING)

Wayve

Senior Data Scientist

Sunnyvale, CA · On-site

$209K - $298K/yr

ODD Characterization: * Analyze and define the operational design domain (ODD) for each target market or region, including geography, infrastructure, weather, road types, traffic density, and local ...

Wayve

Senior Data Scientist

Sunnyvale, CA · Hybrid

$209K - $298K/yr

ODD Characterization: * Analyze and define the operational design domain (ODD) for each target market or region, including geography, infrastructure, weather, road types, traffic density, and local ...

Icehouseventures

System & Data Scientist

Sunnyvale, CA · On-site

$100 - $140/hr

ODD Characterization * Analyze and define the operational design domain (ODD) for each target market or region, including geography, infrastructure, weather, road types, traffic density, and local ...

Denken Solutions, Inc.

Systems Engineer

Foster City, CA · On-site

$93.70/hr

E2E System Engineer will be the technical point of contact for the client vehicle platform ODD. * You will be responsible for creating and maintaining multiple platform ODDs, including aligning on ...

AditiStaffing

Public Content - Korean

Mountain View, CA · On-site

Candidates must be available to work odd-hour shifts and holidays. Ability to quickly absorb training on product and tool functionality, strong attention to detail, self-starter, communicates clearly ...

Klair Management Enterprises, Inc.

HandyMan

Arcata, CA

$15/hr

We'll rely on you to keep our facilities in perfect condition by doing various odd jobs.Deft hands and technical knowledge are important parts of a handyman's arsenal. You must be well-organized with ...

Klair Management Enterprises, Inc.

HandyMan

Fortuna, CA · On-site

$15/hr

We'll rely on you to keep our facilities in perfect condition by doing various odd jobs.Deft hands and technical knowledge are important parts of a handyman's arsenal. You must be well-organized with ...

Klair Management Enterprises, Inc.

HandyMan

Eureka, CA

$15/hr

We'll rely on you to keep our facilities in perfect condition by doing various odd jobs.Deft hands and technical knowledge are important parts of a handyman's arsenal. You must be well-organized with ...

Klair Management Enterprises, Inc.

HandyMan

Eureka, CA · On-site

$15/hr

We'll rely on you to keep our facilities in perfect condition by doing various odd jobs.Deft hands and technical knowledge are important parts of a handyman's arsenal. You must be well-organized with ...

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All JobsOdd JobsOdd Jobs in California

Odd information

What are odd jobs?

Odd jobs are small tasks or short-term work assignments that usually don't require specialized training or a long-term commitment. These jobs can include things like yard work, minor repairs, moving furniture, cleaning, or running errands. People often hire others for odd jobs when they need help with tasks that fall outside regular employment or when they need flexible, temporary assistance. Odd jobs are popular among students, retirees, or anyone looking to earn extra income through gig work.

What are odd jobs?

The term odd jobs refers to jobs that require you to complete a wide range of duties. This may include temporary work, seasonal jobs, freelance jobs, or jobs that do not fit neatly into a single category. People who work odd jobs often need to have a number of skills and be resourceful and independent. You typically work on-demand for a client. Odd jobs are often paid in cash, although some work may be documented, particularly if you work for a landlord or property owner.

What are the key skills and qualifications needed to thrive as an Operations Director, and why are they important?

To thrive as an Operations Director, you need expertise in organizational management, strategic planning, and process optimization, usually backed by a relevant degree and extensive leadership experience. Familiarity with ERP systems, project management software, and certifications such as PMP or Six Sigma are often required. Strong decision-making, communication, and problem-solving skills help build effective teams and drive operational excellence. These competencies are crucial for aligning operations with company goals and ensuring efficient, effective business performance.

What are some unique challenges faced by odd jobs and how can job seekers prepare for them?

Odd jobs often involve a variety of short-term or task-based assignments, which can present challenges such as unpredictable schedules, varying work environments, and the need to quickly adapt to new tasks or clients. To succeed, job seekers should develop strong time-management skills, maintain clear communication with employers, and be prepared to learn on the job. Flexibility and a positive attitude are key, as each assignment may require different skills and approaches. Building a reliable reputation through punctuality and quality work can also help secure more opportunities.

What is the difference between Odd vs Bookkeeper?

AspectOddBookkeeper
Required CredentialsNone specific, varies by industryTypically requires basic accounting certifications or courses
Work EnvironmentVaries widely, often project-based or freelanceOffice or remote, regular hours
Employer & Industry UsageUsed in diverse industries for miscellaneous tasksCommonly employed in finance, small businesses, and accounting firms
Search & Comparison IntentPeople looking for miscellaneous or undefined rolesIndividuals seeking accounting or financial record-keeping jobs

Odd is a broad term that can refer to various miscellaneous tasks or roles, often freelance or project-based, with no specific credentials required. Bookkeeper, on the other hand, is a defined role focused on maintaining financial records, usually requiring basic accounting knowledge or certifications. While Odd may encompass a range of activities, Bookkeeper is specialized in financial documentation within businesses.

More about Odd jobs

What are the most commonly searched types of Odd jobs in California?

The most popular types of Odd jobs in California are:

What are popular job titles related to Odd jobs in California?

For Odd jobs in California, the most frequently searched job titles are:

What job categories do people searching Odd jobs in California look for?

The top searched job categories for Odd jobs in California are:

What cities in California are hiring for Odd jobs?

Cities in California with the most Odd job openings:

Odd jobs near you
Infographic showing various Odd job openings in California as of August 2026, with employment types broken down into 82% Full Time, 12% Part Time, 2% Temporary, 2% Contract, and 2% Nights. Highlights an 96% Physical, 1% Hybrid, and 3% Remote job distribution.

Senior Data Scientist

Wayve

Sunnyvale, CA • On-site

$209K - $298K/yr

Full-time

Posted 23 days ago

Job description

The role
As part of our mission to scale end-to-end embodied AI for autonomous driving, we are building a world-class Data Management team focused on unlocking high-quality, targeted data acquisition that drives model performance and predictability. We are looking for a highly analytical and systems-minded ODD & Behavioral Competency Analyst to lead the analysis of Operational Design Domains (ODDs), traffic patterns, and regulatory behaviors across our target markets.
This role will be critical in defining what data is needed, where, and how much, in order to build models with high Mean Time Between Failures (MTBF) and generalization capabilities across varied geographies.
Key Responsibilities:
  • ODD Characterization:
    • Analyze and define the operational design domain (ODD) for each target market or region, including geography, infrastructure, weather, road types, traffic density, and local driving behaviors.
    • Identify ODD boundaries, edge conditions, and failure triggers to inform data collection and system design.
  • Behavioral Competency Mapping:
    • Build and maintain a taxonomy of behavioral competencies (e.g., merging, yielding, unprotected turns, interacting with pedestrians) required to safely operate in each ODD.
    • Quantify the complexity and frequency of each competency based on local traffic data, regulations, and real-world observations.
  • ODD Permutation & Scaling Framework:
    • Develop a framework to compute and prioritize permutations of ODD parameters and behavioral competencies to optimize data collection, scenario coverage, and scaling efficiency.
    • Recommend minimal data slices needed to support safe and predictable system performance in a new region.
  • Current model behavioural Pattern Analysis:
    • Analyze current model kpi patterns, and common driving behaviors, assess differences in required system behavior and edge case risks.
    • Collaborate with safety and product on findings and proposals for behavioural improvement.
  • Cross-functional Collaboration:
    • Work closely with data engineering, safety, simulation, product, and deployment teams to turn ODD and competency insights into actionable data strategies and deployment plans.
    • Provide input to scenario library development, synthetic data generation, and test case prioritization.
  • Predictability & MTBF Guidance:
    • Use historical data and statistical models to identify data gaps or high-variance behaviors that impact MTBF performance.
    • Provide guidance on what additional data is needed to reach MTBF targets in each ODD segment.

About you
Essential
  • 7+ years experience in systems engineering, automotive data analysis, data science, or a related field.
  • Experience analyzing or defining ODDs in the context of AV/ADAS technologies is a strong plus.
  • Familiarity with traffic regulations and human driving behaviors across multiple geographies.
  • Proficiency in data analysis tools (e.g., Python, SQL, GIS, Jupyter accessing large pools of data from frameworks like DataBricks) and ability to visualize ODD and scenario coverage metrics.
  • Ability to work cross-functionally and translate domain analysis into technical and product requirements.
  • Experience working in an agile, fast-scaling environment with a strong execution mindset.

Desirable:
MS or PhD in Physics, Statistics or Mathematics with specialism in traffic system modeling, autonomous driving deployment, or urban mobility analysis.
This role is a full-time role based in Sunnyvale, CA (hybrid) and the reasonably estimated salary for this role ranges from $209,700 to $298,200, plus a competitive equity package. Actual compensation is based on the candidate's skills, qualifications, and experience. At Wayve we want the best of all worlds so we operate a hybrid working policy that combines time together in our offices and workshops to fuel innovation, culture, relationships and learning, and time spent working from home.

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