Egocentric Data Acquisition Specialist (Computer Vision/ML) (26M262)

FreshieHire Author
Salary
2-3 LPA
Location
Remote

Highlights

8-hour day shift, remote work, GDPR compliance, zero-capture rate for PII.


Description

Job Summary

pAs an Egocentric Data Acquisition Specialist, you will play a critical role in the granular acquisition of fine-grained manual dexterities and complex action recognition sequences. You'll work on high-fidelity egocentric video synthesis to ensure optimal signal-to-noise ratios and maintain data integrity.

Responsibilities

  • Execute high-fidelity, egocentric video synthesis focusing on granular acquisition of fine-grained manual dexterities.
  • Adhere to rigorous temporal duty cycles for baseline data validation.
  • Generate continuous temporal segments while maintaining spatio-temporal constraints.
  • Ensure strict anonymization protocols and maintain GDPR-aligned privacy compliance.
  • Subject all output to deterministic QA review for quality assurance.

Required Skills

  • Data acquisition techniques
  • Luminance & optical fidelity control
  • Action recognition sequences
  • Temporal video synthesis
  • GDPR compliance in data handling

Required Skills Explained

  • Luminance & Optical Fidelity: Understanding how to maintain consistent lighting conditions for optimal video quality.
  • Operational Throughput: Ability to adhere to a strict schedule, ensuring productivity meets specified requirements.
  • Spatio-Temporal Constraints: Proficiency in generating continuous segments of video within defined time frames.
  • Data Integrity & Masking: Knowledge of anonymization protocols and GDPR compliance practices.
  • Validation Logic: Familiarity with quality assurance processes to ensure data integrity and privacy standards are met.

Who is this for

pThis role is ideal for individuals with a keen eye for detail and experience in capturing high-fidelity egocentric videos. You should have an understanding of data acquisition techniques, signal-to-noise ratios, and action recognition.

Why This Job is a Good Opportunity

ulliRemote/Work-from-Home Flexibility: Ideal for those who value work-life balance or prefer flexible working conditions.liFresh Graduates Welcome: An entry-level position, making it accessible to recent graduates looking to start their careers in data acquisition and computer vision.liDiverse Role: Involves technical specifications like lighting control and action recognition sequences, providing a unique blend of technical and creative tasks.

Interview Preparation Tips

  • Review the Core Technical Specifications carefully and prepare examples or hypothetical scenarios related to maintaining luminance levels and adhering to operational throughput requirements.
  • Be ready to discuss data integrity measures and anonymization protocols, emphasizing your understanding of GDPR compliance.
  • Incorporate an example of how you would handle a QA review process, including steps for ensuring video segments meet the specified constraints.

Career Growth in This Role

pThis role provides a strong foundation in technical data acquisition and computer vision principles. Graduates can leverage this experience to progress into more specialized positions within the field of computer vision or machine learning. It also opens doors to roles focused on data validation, quality assurance, and remote video synthesis.

pWith additional training or certifications, one could transition into more advanced roles such as a Data Acquisition Engineer or a Computer Vision Analyst, further enhancing their career in technology and innovation.

Explore More Opportunities

Skills

Frequently Asked Questions

What is the work schedule like?

You will work an 8-hour day shift, 6 days a week.

Is remote work available?

Yes, this position is fully remote with flexible working hours.

What are the required qualifications?

Any graduates who have an interest in data acquisition and computer vision are encouraged to apply.

About the Author

FreshieHire Author
Hi, this is KD. On my blogs, you will find the best jobs for freshers all at one place. We curate jobs for you from various sources and combine them all at one place. Hope you got some value. : )
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