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AI Data Specialist | On-Site

OVERVIEW


Welo Data is seeking a Data Specialist to contribute to an AI technology project. The ideal candidate will have a foundational understanding of machine learning, data annotation, data handling, quality assurance, and natural language processing. They will play a pivotal role in updating our machine-learning models and ensuring their efficacy.


Project Details


Job Title: AI Data Specialist

Location: Onsite office in Sunnyvale or Burlingame

Hours: 40 hours weekly

Start date: As soon as possible

Employment Type: W2 Full-Time Employee

Pay rate: $40/hour


Must have valid work authorization in the US (Welocalize does not sponsor VISAs at this time).


Key Responsibilities
  • Data Annotation and Evaluation: 
  • Annotate natural language data in English accurately within deadlines, adhering to set guidelines. 
  • Participate in data generation, collection and quality assurance tasks 
  • Handle data efficiently, ensuring its integrity throughout the workflow. 
  • Engage in data relevance tasks, ensuring data sets are aligned with project goals. 

  • Quality Assurance and Analysis: 
  • Implement basic quality control measures and ensure the reliability of processed data.  
  • Recognize error patterns and report anomalies for further investigation. 
  • Utilize intermediate data analysis techniques to extract insights and inform decision-making. 
  • Arbitrate discrepancies effectively, ensuring consistent data quality. 
  • Deliver detailed reports on findings as needed, including aspects such as utterance quality, LLM evaluation, ASR bug tracking, and customer pain points to be reviewed by the User Experience Research team. 

  • Linguistic and NLP Tasks: 
  • Apply basic knowledge of natural language processing and linguistics to data processing tasks. 
  • Ensure linguistic accuracy in all processed and annotated data.

  • 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. 


Preferred Qualifications
  • Bachelor's degree or experience in Linguistics, Communication, or a related field. 
  • Experience with data annotation, data evaluation, and quality assurance. 
  • Strong analytical skills with the ability to identify patterns and anomalies. 
  • Ability to work in a fast-paced, collaborative environment. 
  • Excellent communication skills. 
  • Capable of adapting to changing priorities as needed


Benefits
  • Paid Sick Time
  • Employee Assistance Program  
  • Following eligibility requirements: Medical Insurance
  • Dental Insurance
  • Vision Insurance
  • HSA
  • Voluntary Life Insurance
  • Accident, Critical Illness, Hospital Indemnity Insurance
  • 401(k) Retirement Plan


$40 - $40 an hour

Please note that in order to verify work authorization as is required by Federal law (I-9 process), all new employees must complete a live video verification with their selected IDs and provide photos of these selected IDs within their first 3 days of employment.


To know more details (Click here)


In compliance with federal law, all persons hired will be required to verify identity and eligibility to work in the United States and to complete the required employment eligibility verification form upon hire.  In addition, we employ anti-fraud checks to ensure all candidates meet the requirements of the program.



As a trusted global transformation partner, Welocalize accelerates the global business journey by enabling brands and companies to reach, engage, and grow international audiences. Welocalize delivers multilingual content transformation services in translation, localization, and adaptation for over 250 languages with a growing network of over 400,000 in-country linguistic resources. Driving innovation in language services, Welocalize delivers high-quality training data transformation solutions for NLP-enabled machine learning by blending technology and human intelligence to collect, annotate, and evaluate all content types. Our team works across locations in North America, Europe, and Asia serving our global clients in the markets that matter to them. www.welocalize.com


To perform this job successfully, an individual must be able to perform each essential duty satisfactorily. The requirements listed below are representative of the knowledge, skill, and/or ability required. Reasonable accommodations may be made to enable individuals with disabilities to perform essential functions.

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What You Should Know About AI Data Specialist | On-Site, Welocalize

If you're passionate about AI and data, then the AI Data Specialist role at Welo Data might be your perfect fit! This exciting position requires a foundational understanding of machine learning, data handling, and natural language processing. You'll be crucial in updating our machine-learning models, ensuring they function at their best. Working onsite in Sunnyvale or Burlingame, you'll enjoy a collaborative environment while engaging in data annotation, collection, and quality assurance tasks. Your analytical skills will shine as you recognize patterns, handle data efficiently, and produce detailed reports that inform our User Experience Research team. We’re looking for someone with a Bachelor’s degree or relevant experience, along with a knack for clear communication and adaptability. And let’s not forget the benefits! From paid sick time to comprehensive medical plans and a 401(k) retirement plan, we ensure our team feels valued and supported. So, if you’re ready to dive into a role that sits at the intersection of technology and human knowledge, Welo Data is excited to see how you can contribute to our dynamic team!

Frequently Asked Questions (FAQs) for AI Data Specialist | On-Site Role at Welocalize
What are the responsibilities of an AI Data Specialist at Welo Data?

The AI Data Specialist at Welo Data is responsible for data annotation and evaluation, ensuring high-quality natural language data processing. You'll engage in data generation and quality assurance tasks while implementing basic quality control measures to maintain data integrity. Additionally, you'll recognize error patterns and address discrepancies to uphold the reliability of processed data, making your role essential for the success of our AI technology projects.

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What qualifications do I need to become an AI Data Specialist at Welo Data?

To qualify for the AI Data Specialist position at Welo Data, you should hold a Bachelor's degree or have relevant experience in Linguistics, Communication, or a related field. Familiarity with data annotation and quality assurance is crucial, along with strong analytical skills to identify patterns and anomalies in the data. Excellent communication skills and the ability to adapt to changing priorities are also key to succeeding in this dynamic role.

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Is experience in natural language processing important for the AI Data Specialist position at Welo Data?

Yes, having a basic understanding of natural language processing (NLP) is important for the AI Data Specialist role at Welo Data. Your knowledge of linguistics will be applied to data processing tasks, ensuring linguistic accuracy and relevance in all processed and annotated data. Being comfortable with NLP concepts will enhance your contributions to our projects focused on machine learning models.

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What type of work environment can I expect as an AI Data Specialist at Welo Data?

As an AI Data Specialist at Welo Data, you can expect a fast-paced, collaborative work environment. You'll work alongside a dedicated team that values communication and adaptability. Our offices in Sunnyvale or Burlingame provide a supportive atmosphere that encourages active participation in innovative AI technology projects, making every day an opportunity to learn and grow.

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What benefits does Welo Data offer to AI Data Specialists?

Welo Data offers a wide range of benefits to its AI Data Specialists, including paid sick time, comprehensive medical, dental, and vision insurance options, as well as a 401(k) retirement plan. Additional benefits include a Health Savings Account (HSA) and various voluntary insurance options. We strive to ensure our employees feel valued and supported while helping them develop their careers.

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Common Interview Questions for AI Data Specialist | On-Site
Can you describe your experience with data annotation?

When answering, focus on specific projects where you applied your data annotation skills. Describe the type of data annotated, the tools used, and how you ensured accuracy and adherence to guidelines. Highlight any challenges faced and how you overcame them.

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What techniques do you use for quality assurance in data processing?

Discuss your approach to quality assurance, including the methods you utilize to verify data accuracy, such as double-checking entries or employing error detection algorithms. Provide examples of how your techniques improved data reliability in previous roles.

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How do you handle conflicting data when annotating or reviewing?

Share your strategies for managing conflicting data, such as reviewing guidelines or consulting with team members to reach a consensus. Emphasize your problem-solving skills and ability to arbitrate discrepancies effectively.

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What is your understanding of natural language processing?

Explain your foundational knowledge of NLP, including its applications in machine learning and AI models. Discuss your experience with related tasks or projects that demonstrate your understanding of linguistic concepts and data relevance.

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How would you prioritize tasks when working on multiple data projects?

Talk about your time-management strategies. Discuss how you assess project deadlines and priority levels, and use examples of how you've successfully juggled multiple responsibilities in past roles while maintaining data quality.

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Can you give an example of how you identified and addressed an error pattern in data?

Provide a specific example that showcases your attention to detail. Describe the error pattern you identified, the steps you took to investigate it, and how your actions improved the overall quality of the data set.

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What tools or software have you used for data analysis?

Mention specific tools or software that you've worked with, such as Excel, Python, or specialized data annotation platforms. Discuss your proficiency with these tools and how they helped you analyze data effectively.

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What strategies do you use for effective communication with team members?

Highlight your communication style and any specific strategies you implement to ensure clarity and collaboration. Consider discussing how you adapt your communication based on team dynamics and project needs.

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How do you stay updated with industry trends related to AI and data processing?

Share your approach to continuous learning, whether it's through following industry experts on social media, attending webinars, or reading research papers. Emphasize how staying informed benefits your work and contributions.

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Why do you want to work as an AI Data Specialist at Welo Data?

Express your enthusiasm about the role and the impact Welo Data has in the AI industry. State your alignment with the company's mission and how your skills and experiences make you a great fit for this position.

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Our mission is to be our clients trusted partner, sharing our broad expertise and valuable experience to create programs that deliver measurable results. The foundation of our success is defined by 4-Pillars: customer service, global teamwork, in...

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Full-time, on-site
DATE POSTED
December 6, 2024

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