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Encoder Jobs (NOW HIRING)

Encoder Products Company

Assembler

Sagle, ID · On-site

$16 - $18/hr

Encoder Products Company (EPC), located 10 miles south of Sandpoint, ID , is one of the area's largest employer, and has been helping to grow our local economy for over 55 years. EPC offers reliable ...

Encoder Products Company

Assembler

Sagle, ID · On-site

$16 - $18/hr

Description Encoder Products Company (EPC), located 10 miles south of Sandpoint, ID , is one of the area's largest employer, and has been helping to grow our local economy for over 55 years. EPC ...

Encoder Products Company

Assembler

Sagle, ID · On-site

$16 - $18/hr

Job Type Full-time Description Encoder Products Company (EPC), located 10 miles south of Sandpoint, ID , is one of the area's largest employer, and has been helping to grow our local economy for over ...

Aquent

Senior Lead ML Encoder

South San Francisco, CA · On-site

$91.09 - $101.21/hr

Develop, train, and evaluate end-to-end encoder models utilizing PyTorch or JAX, ensuring scalable distributed data processing. * Establish robust, rigorous evaluation frameworks, including time ...

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Encoder information

What is an encoder?

An encoder is a data entry professional who helps organize and maintain information for their employer. As an encoder, you can find work at a variety of places, such as a healthcare facility, financial institution, or corporate office. Your job duties involve data entry of client lists, billing information, payroll and tax documents, and more. Your work to enter data accurately and quickly, and you need to organize information so that you and your colleagues can easily retrieve information when it’s needed. You need excellent attention to detail and strong computer skills to work as an encoder.

What does an encoder do?

Encoders are professionals responsible for converting information from one format to another, typically by inputting data into computer systems with accuracy and efficiency. In industries like healthcare, logistics, and media, encoders ensure that records, codes, or information are recorded correctly for processing, analysis, or billing. Their work is essential for maintaining organized and accurate databases, and often involves attention to detail, familiarity with specific coding systems, and adherence to privacy guidelines.

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

To thrive as an Encoder, you need strong attention to detail, fast and accurate typing skills, and a high school diploma or equivalent. Familiarity with data entry software, spreadsheets, and database management systems is typically required. Reliability, time management, and the ability to work independently are valuable soft skills in this role. These skills ensure data is entered correctly and efficiently, supporting organizational accuracy and productivity.

What are some common challenges faced by encoders in maintaining data accuracy, and how can they be addressed?

Encoders often face challenges such as deciphering unclear handwriting, managing large volumes of data under tight deadlines, and ensuring consistency across diverse data sources. These can be addressed by developing strong attention to detail, regularly cross-checking entries for errors, and utilizing data validation tools provided by the organization. Collaborating with supervisors or team members to clarify ambiguous information and participating in ongoing training also help maintain high standards of data accuracy.

What is the difference between Encoder vs Data Entry Clerk?

AspectEncoderData Entry Clerk
Required CredentialsHigh school diploma, sometimes certification in data managementHigh school diploma or equivalent
Work EnvironmentOffices, data centers, healthcare facilitiesOffices, administrative settings
Industry UsageHealthcare, finance, retail, governmentVarious industries, administrative roles
Primary FocusConverting data into digital format, accuracyInputting data into systems, maintaining records

Encoders primarily focus on converting data into digital formats with an emphasis on accuracy, often working in specialized industries like healthcare or finance. Data Entry Clerks handle general data input tasks across various industries, focusing on maintaining records and data integrity. While both roles involve data handling, encoders typically require specific certifications and work in more specialized environments.

How much do encoders make?

Encoder jobs typically pay between $12 and $25 per hour, depending on experience, location, and industry. Entry-level positions may start at the lower end, while experienced encoders with specialized skills can earn higher wages, especially in fields like data processing or media production.
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Encoder jobs near you
Infographic showing various Encoder job openings in the United States as of September 2026, with employment types broken down into 1% As Needed, 92% Full Time, 4% Part Time, 1% Temporary, and 2% Contract. Highlights an 49% Physical, 1% Hybrid, and 50% Remote job distribution.

Senior Lead ML Encoder

South San Francisco, CA • On-site

Dawar Consulting, Inc.
IT Services • 11 - 50 employees
Learn more about Dawar Consulting, Inc.external

$104K - $128K/yr

Other

Medical, Retirement

Posted 13 days ago

Job description

Senior ML Encoder

South San Francisco, United States | Posted on 08/26/2026

Our client, a world leader in biotechnology and life sciences, is looking for a \"Senior ML Encoder\".

Job Duration: Long-Term Contract (Possibility Of Extension)

Company Benefits: Medical, Paid Sick Leave, 401 (k)

Seeking a senior ML Encoder Lead to develop shared customer representations from longitudinal transaction, sales, and interaction data. The ideal candidate will independently define modeling objectives, build and evaluate encoder/embedding models, develop production-ready code, and determine whether the approach provides meaningful downstream value.

Required Skills & Qualifications
  • Proven experiencepersonally training encoder or embedding modelsand designing pretraining objectives.
  • Deep expertise inrepresentation learning, including self-supervised/contrastive learning, sequence/temporal modeling, transformers, GNNs, or recommender embeddings.
  • Experience with large-scale, sparse, longitudinal event data such as transactions, clickstreams, customer journeys, or engagement histories.
  • Experience developinginductive representationsfor entities with limited historical data.
  • Strong model evaluation skills, including time-based splits, leakage detection, cold-start analysis, uncertainty, and robust baselines.
  • Ability to evaluate embeddings forincremental signal, calibration, stability, drift, and subgroup performance.
  • StrongPythonskills withPyTorch or JAX, SQL, distributed data processing, and cloud-based model training.
  • Experience taking ML models from research to production, including pipelines, data contracts, versioning, serving, monitoring, and reproducibility.
  • Strong communication skills with the ability to present findings, uncertainty, and recommendations to senior stakeholders.
Preferred Skills
  • Knowledge of privacy, fairness, and re-identification risks in learned representations.
  • Publications, patents, or public applied work in representation learning.
  • Experience with large-scale behavioral data in consumer technology, marketplaces, streaming, financial services, payments, or advertising technology.
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