2 Data Analysis jobs in South San Francisco
Data Analysis Specialist
94199 San Francisco, California
Welocalize
Posted 9 days ago
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Job Description
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Job Responsibilities:
The ideal candidate will have a foundational understanding of machine learning, data annotation, quality assurance, and natural language processing. They will play a pivotal role in updating our machine learning models and ensuring their efficacy.
MAIN TASKS & RESPONSIBILITIES
Machine Learning Model Updates:
- Update training and test model databases with new or amended synthetic textual and image data.
- Modify and refine machine learning data creation, annotation, and rating guidelines.
- Initiate model training processes using internal tools and command-line interfaces.
- Evaluate the performance of trained models to gauge their efficacy and readiness for deployment.
- Design and develop test and training datasets as per the criteria provided by the project manager and other full-time employees.
- Handle data efficiently, ensuring its integrity throughout the workflow.
- Engage in data relevance tasks, ensuring data sets are aligned with project goals.
- Annotate data accurately, ensuring it adheres to set guidelines.
- Conduct manual quality analysis of model results.
- Recognize error patterns and report anomalies for further investigation.
- Deliver detailed reports on findings, including aspects such as utterance quality, LLM evaluation, ASR bug tracking, and customer pain points to be reviewed by the User Experience Research team.
- Implement basic quality control measures and ensure the reliability of processed data.
- Utilize intermediate data analysis techniques to extract insights and inform decision-making.
- Arbitrate discrepancies effectively, ensuring consistent data quality.
- Apply basic knowledge of natural language processing and linguistics to data processing tasks.
- Ensure linguistic accuracy in all processed and annotated data.
Preferred Qualifications:
- Bachelor's degree in Computer Science, Data Science, Linguistics or Computational Linguistics or a related field.
- Ability to work in a fast-paced, collaborative environment.
- Excellent communication skills
- Familiarity with command-line tools and interfaces.
- Strong analytical skills with the ability to identify patterns and anomalies.
Additional Information:
This role primarily focuses on English US data sets; however, familiarity with translation or multi-lingual data sets can be a plus for future projects.
Additional Job Details:
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0
Manager, Data and Analysis
94199 San Francisco, California
Publicis Groupe Holdings B.V
Posted 9 days ago
Job Viewed
Job Description
Company Description
Digitas is the Networked Experience Agency, built on the vision that we create magnetic experiences that earn the right for brands to exist in human networks. Today, and tomorrow. We deliver Networked Experiences by leveraging comprehensive data, technology, creative, media and strategy capabilities. Digitas delivers ambitious outcomes via unique solutions that include Creative Experiences, Integrated Media, Addressable Relationships, Social Marketing and Total Commerce. Celebrated by AdAge as Data and Insights Agency of the Year, U.S Campaign's Brand Experience Agency of the Year, Media Network of the Year and celebrated by Forrester and Gartner, Digitas serves the world's leading brands through a global network comprised of more than 5,500 employees across over 65 offices in 43 countries.
Overview
Manager, Data & Analysis
The Data & Analysis team uses data-driven insights to fuel strategic growth for clients. We believe that data should never exist in a vacuum; instead, it should be put to work to bring the best ideas and stories to our clients.
To help with this, we're looking for an outstanding Manager- someone who can lead a team of analysts, provide strategic data-driven recommendations to drive client goals, and collaborate with internal partners to drive cross-functional success. Sound like you? Read on.
As a Manager,you'll drive strategic marketing growth for clients and inspire a team of analysts and senior analysts. You'll work to surpass client goals through brand campaigns, acquisition campaigns, site optimization, and/or online testing strategy.
Day-to-day, your role includes:
We're looking for strong, impactful work experience, which typically includes:
Got what it takes? We'd love to hear from you!
Additional Information
Digitas is an equal opportunity employer. All your information will be kept confidential according to EEO guidelines.
Compensation Range: $87,210 - $137,195 annually. This is the pay range the Company believes it will pay for this position at the time of this posting. Consistent with applicable law, compensation will be determined based on the skills, qualifications, and experience of the applicant along with the requirements of the position, and the Company reserves the right to modify this pay range at any time. For this role, the Company will offer medical coverage, dental, vision, disability, 401k, and paid time off. If your requirements fall outside of this range, you are still welcome to apply.
Digitas is the Networked Experience Agency, built on the vision that we create magnetic experiences that earn the right for brands to exist in human networks. Today, and tomorrow. We deliver Networked Experiences by leveraging comprehensive data, technology, creative, media and strategy capabilities. Digitas delivers ambitious outcomes via unique solutions that include Creative Experiences, Integrated Media, Addressable Relationships, Social Marketing and Total Commerce. Celebrated by AdAge as Data and Insights Agency of the Year, U.S Campaign's Brand Experience Agency of the Year, Media Network of the Year and celebrated by Forrester and Gartner, Digitas serves the world's leading brands through a global network comprised of more than 5,500 employees across over 65 offices in 43 countries.
Overview
Manager, Data & Analysis
The Data & Analysis team uses data-driven insights to fuel strategic growth for clients. We believe that data should never exist in a vacuum; instead, it should be put to work to bring the best ideas and stories to our clients.
To help with this, we're looking for an outstanding Manager- someone who can lead a team of analysts, provide strategic data-driven recommendations to drive client goals, and collaborate with internal partners to drive cross-functional success. Sound like you? Read on.
As a Manager,you'll drive strategic marketing growth for clients and inspire a team of analysts and senior analysts. You'll work to surpass client goals through brand campaigns, acquisition campaigns, site optimization, and/or online testing strategy.
Day-to-day, your role includes:
- Providing and presenting strategic data-driven recommendations across channels to improve client decision-making and ROI
- Building effective marketing strategies with other internal partners to optimize client budgets and programs
- Leading a team of Analysts and Senior Analysts through regular client reporting, ensuring their growth as they progress through their career
- Serving as a client and internal resource on industry trends and key functional areas such as analytical tools and marketing measurement
- Evaluating new online and offline data opportunities in the form of new sources, new technology, client priorities, partnership, etc.
- Fostering creative thinking around how we use data, and we could use data to solve unique business challenges in support of all Marketing activities (Media, Creative, CRM, and eCommerce).
We're looking for strong, impactful work experience, which typically includes:
- 5-7 years of experience in analytics or strategy with an advertising agency, management consulting company, or ad tech company
- Experience managing a team
- Strong analytical, critical thinking, and problem solving skills
- Experience with modern statistical learning methods (regression techniques, classification models, supervised and unsupervised learning, etc.)
- Knowledge of digital data technologies (DMPs, Google Analytics, digital pixel tracking, site tagging, etc.)
- Data skills including dataset manipulation (SQL/Python), data visualization (Tableau/Looker), and presentation (Powerpoint)
- A four-year college degree; advanced degree is a plus
- Passion for online advertising and emerging trends in the digital landscape
- The ability to thrive in a fast-paced and deadline-driven environment
Got what it takes? We'd love to hear from you!
Additional Information
Digitas is an equal opportunity employer. All your information will be kept confidential according to EEO guidelines.
Compensation Range: $87,210 - $137,195 annually. This is the pay range the Company believes it will pay for this position at the time of this posting. Consistent with applicable law, compensation will be determined based on the skills, qualifications, and experience of the applicant along with the requirements of the position, and the Company reserves the right to modify this pay range at any time. For this role, the Company will offer medical coverage, dental, vision, disability, 401k, and paid time off. If your requirements fall outside of this range, you are still welcome to apply.
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