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Company Ranking Jobs in Irvine, CA (NOW HIRING)

CYNET SYSTEMS

ML Engineer

Aliso Viejo, CA · On-site

$47 - $52/hr

Demonstrated experience building or working with ranking models (learning-to-rank, neural ranking ... company serving Fortune 500 companies, government agencies, and enterprise organizations across the ...

My Office Apps

Be Seen First

SEO and Web/Wordpress Specialist

Irvine, CA · On-site

$30 - $42/hr

Strong understanding of Google ranking factors, technical SEO, and content optimization * Proven ... Company Description My Office Apps Inc. (MOA) is a leading software provider based in Irvine ...

My Office Apps

Be Seen First

SEO and Web/Wordpress Specialist

Irvine, CA · On-site

$30 - $42/hr

Strong understanding of Google ranking factors, technical SEO, and content optimization * Proven ... Company Description My Office Apps Inc. (MOA) is a leading software provider based in Irvine ...

Dunkin

Crew Member

Ontario, CA

$12 - $15.75/hr

Dunkin' has earned a No. 1 ranking for customer loyalty in the coffee category by Brand Keys for 14 years running. The company has more than 13,100 restaurants in 41 countries worldwide. Based in ...

Dunkin'

Crew Member

Ontario, CA · On-site

$20/hr

Dunkin' has earned a No. 1 ranking for customer loyalty in the coffee category by Brand Keys for 14 years running. The company has more than 13,100 restaurants in 41 countries worldwide. Based in ...

Sanmina

Supply Chain Specialist Manager

Costa Mesa, CA · Hybrid

$90K - $120K/yr

DRAM global quarterly sales result and share ranking DRAM sot price trend update. Market ... plan, Company paid holidays and paid time off (PTO) for vacation and/or personal business and ...

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All JobsCompany Ranking JobsCompany Ranking Jobs in Irvine, CA

Company Ranking information

What is the difference between Company Ranking vs Customer Service Representative?

AspectCompany RankingCustomer Service Representative
Required CredentialsTypically no formal credentials required; familiarity with company policies helpfulHigh school diploma or equivalent; communication skills essential
Work EnvironmentOffice or remote; focused on internal company data and performance metricsCall centers, retail, or office settings; direct interaction with customers
Employer & Industry UsageUsed internally by companies to assess performance and reputationCustomer-facing roles across retail, telecom, hospitality, and more

Company Ranking focuses on evaluating a company's performance and reputation, often through data analysis and internal metrics. Customer Service Representatives interact directly with customers to resolve issues and provide support. While both roles are essential in a business context, they serve different functions: one assesses company standing, the other enhances customer satisfaction.

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What job categories do people searching Company Ranking jobs in Irvine, CA look for? The top searched job categories for Company Ranking jobs in Irvine, CA are:
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Infographic showing various Company Ranking job openings in Irvine, CA as of August 2026, with employment types broken down into 1% As Needed, 73% Full Time, 23% Part Time, and 3% Contract. Highlights an 95% Physical, 1% Hybrid, and 4% Remote job distribution.

ML Engineer

CYNET SYSTEMS

Aliso Viejo, CA • On-site

$47 - $52/hr

Contractor

Medical, Dental, Vision, Life, Retirement

Posted 9 days ago

Job description

Job Overview:

Pay Range $47hr - $52hr

Requirement/Must Have:

  • Bachelor’s degree in Computer Science, Engineering, Data Science, or a related quantitative field.
  • 1+ years of hands-on experience in machine learning, data science, search relevance, or ranking systems.
  • Proven expertise in Python and ML frameworks (MLFlow, TensorFlow, PyTorch, Scikit-learn, or equivalent).
  • Strong background in statistical analysis, data exploration, and working with large-scale datasets.
  • Experience with feature engineering, data preprocessing, and data manipulation libraries (Pandas, NumPy, Spark).
  • Demonstrated experience building or working with ranking models (learning-to-rank, neural ranking, or similar).
  • Experience with semantic search, embedding, or dense retrieval methods.
  • Deep understanding of search engines (Elasticsearch, Solr, OpenSearch), lexical search algorithms (BM25), information retrieval concepts, search relevance tuning, tokenization, stemming, and query parsing.
  • Experience with MLOps practices and tools (model versioning, experiment tracking, pipeline orchestration).
  • Proficiency in SQL and querying large datasets.
  • Strong problem-solving and analytical skills with the ability to think critically about complex search and ranking problems.
  • Excellent communication skills; ability to explain ML and search concepts to both technical and non-technical stakeholders.
  • Ability to collaborate with cross-functional teams.

Responsibilities:

  • Design, train, and evaluate ranking models (learning-to-rank, neural networks, embedding-based approaches) to optimize search relevance and personalization.
  • Analyze search query logs, evaluate user behavior data to identify opportunities for relevance improvements and inform ranking strategies.
  • Develop and engineer features from search, product, and user data to power ML models and improve ranking performance.
  • Implement semantic search for improved product Client across chemistry and life science domains.
  • Optimize Elasticsearch/Lucene configurations, including tokenization, stemming, query parsing, and lexical search algorithms (BM25) to work in concert with ML models.
  • Build and maintain end-to-end ML pipelines, including data preprocessing, feature engineering, model training, evaluation, and deployment using MLOps best practices.
  • Develop personalized ranking strategies that adapt to user segments, query intent, and business objectives; integrate collaborative filtering and content-based approaches.
  • Monitor search and ML model performance metrics in production; identify drift and continuously improve models based on new data and domain insights.

Nice to Have:

  • Experience in eCommerce Search.
  • Knowledge of microservices architectures, event-driven systems, and CI/CD Pipelines.
  • Experience in training & fine-tuning the models.
  • Experience with large language models (LLMs) or prompt engineering.
  • Experience with semantic indexing and dense vector search (e.g., vector databases).
  • Experience in Search Metrics evolution.
  • Familiarity with data visualization and analytics tools (Tableau, Looker, etc.).
  • Background in NLP, information retrieval, or computational linguistics.
  • Experience on search or ML-focused teams.

Benefits
 
Our Benefits Include:
  • Medical, Dental, and Vision Insurance
  • 401(k) Retirement Plan
  • Health Savings Account (HSA)
  • Disability Insurance (Short-Term and Long-Term)
  • Life and AD&D Insurance
  • Paid Sick Leave (where required by applicable state or local law)
  • Supplemental Insurance Plans
  • Identity Theft Protection
  • Pet Insurance
  • Employee Wellness Programs
  • Employee Assistance Program (EAP)
  • Career Growth and Professional Development Opportunities
Disclaimer: Benefits eligibility, accrual rates, and usage limits may vary based on employment status, length of service, and work location. Paid Sick Leave is provided in strict accordance with applicable state and municipal mandates. Cynet Systems Inc. reserves the right to modify, amend, or terminate any benefit plans at any time in accordance with applicable laws.

About Cynet Systems

Founded in 2010 and headquartered in the Washington, DC metro area, Cynet Systems Inc. is a leading technology staffing and workforce solutions company serving Fortune 500 companies, government agencies, and enterprise organizations across the United States and Canada. We deliver agile, scalable talent solutions across IT, engineering, life sciences, clinical, and professional staffing, powered by a high-performing recruitment engine operating across North America and Asia.
As a nationally and locally certified Minority Business Enterprise (MBE), Cynet Systems is committed to helping organizations build high-performing teams while empowering professionals to grow rewarding careers. Our organization is certified to ISO 9001, ISO 14001, ISO 27001, and SOC 2 Type II standards, reflecting our commitment to quality, security, operational excellence, and customer success.
Cynet Systems logo

About Cynet Systems

Sourced by ZipRecruiter

Cynet Systems Inc is a staffing and recruiting corporation nestled in Ashburn, VA, USA. Established in 2010, the company operates within the Information Technology and Services sector, specializing in providing effective workforce solutions to different business needs, including IT consulting, direct hire, and contract staffing services. Through the years, Cynet Systems has built an impressive portfolio, going beyond borders and expanding its operations internationally in Canada and India. Rooted in its core values of teamwork, leadership, and commitment, Cynet Systems helps businesses unlock their full potential by providing versatile and competent professionals that perfectly align with their needs. Fueled by their unwavering mission to deliver top-tier talent to businesses worldwide, Cynet Systems garnered various recognitions including SIA's fastest-growing staffing firms and Best Place to Work in Virginia for 2019.

Industry

It services

Company size

501 - 1,000 Employees

Headquarters location

Sterling, VA, US

Year founded

2010

Social media

Twitter

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