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Softmax Jobs in California (NOW HIRING)

Avid Bioservices

Data Reviewer, Quality Control

Tustin, CA · On-site

$32.30 - $40.38/hr

Conduct a comprehensive and critical evaluation on QC data in Empower and SoftMax Pro software including but not limited to contents, results, data accuracy, and scientific relevance, format and ...

jobr.pro

Oligo Manufacturing Supervisor

Petaluma, CA · On-site

$71.30 - $116/hr

Filemaker Pro, Unicorn, Empower, LabSolutions, Chromeleon, MassLynx, Softmax Pro, Evoware, etc.); Expert in Manufacturing tracking tools Preferred * Experience in Lean manufacturing and continuous ...

Eurofins

Senior Scientist, Analytical Development

Fremont, CA · On-site

$100K - $136K/yr

Proficiency with scientific and statistical data analysis tools such as GraphPad Prism, JMP, PLA, SoftMax Pro, or similar software. Scientific Leadership and Cross-Functional Collaboration * Provide ...

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Softmax information

What are softmax functions in machine learning?

The softmax function is a mathematical function commonly used in machine learning, particularly in the output layer of classification models. It converts a vector of raw scores (logits) into probabilities, making each value range between 0 and 1 and ensuring that the total sum is 1. This allows the model to interpret the output as the probability of each class, making the softmax function essential for multi-class classification tasks. Softmax is widely used in neural networks, especially in natural language processing and image recognition problems.

What are common challenges when implementing the softmax function in production systems?

Machine learning engineers often encounter numerical stability issues when implementing the softmax function, especially with large or very small input values, which can lead to overflow or underflow errors. To address this, it's standard practice to subtract the maximum input value from each input before exponentiating. Additionally, integrating the softmax function efficiently in large-scale systems may require optimization to reduce computational overhead and ensure consistent output across different hardware. Collaboration with data engineers and software developers is also important to ensure seamless deployment and monitoring of models utilizing softmax in production environments.

What are the key skills and qualifications needed to thrive as a machine learning engineer, and why are they important?

To thrive as a Machine Learning Engineer, you need a solid background in mathematics, statistics, and programming, often supported by a degree in computer science or a related field. Familiarity with popular ML frameworks (such as TensorFlow, PyTorch), version control systems, and relevant certifications are typically required. Analytical thinking, effective communication, and problem-solving skills help you translate complex data insights into practical solutions. These abilities are essential for developing accurate models, collaborating with stakeholders, and driving innovation in data-driven environments.

What is the difference between Softmax vs Logistic Regression?

AspectSoftmaxLogistic Regression
PurposeMulti-class classificationBinary classification
OutputProbability distribution over multiple classesProbability of one class
Activation FunctionSoftmax functionSigmoid function
Required CredentialsBasic machine learning knowledge, often used with neural networksSimilar credentials, often used in simpler models
Work EnvironmentDeep learning frameworks, neural network modelsStatistical models, traditional machine learning

Softmax is used for multi-class classification problems, providing probabilities across multiple classes, while Logistic Regression is typically used for binary classification, giving the probability of a single class. Both involve similar foundational concepts but differ in application and output complexity.

What is the role of softmax?

In a job context, the role of softmax typically refers to a machine learning or data analysis position involving the implementation of the softmax function, which converts raw scores into probabilities for classification tasks. Professionals in this role should have skills in programming, data modeling, and understanding of neural networks. Familiarity with tools like Python and frameworks such as TensorFlow or PyTorch is often required.

What are popular job titles related to Softmax jobs in California?

For Softmax jobs in California, the most frequently searched job titles are:

What job categories do people searching Softmax jobs in California look for?

The top searched job categories for Softmax jobs in California are:

What cities in California are hiring for Softmax jobs?

Cities in California with the most Softmax job openings:

Softmax jobs near you
Infographic showing various Softmax job openings in California as of August 2026, with employment types broken down into 89% Full Time, and 11% Contract. Highlights an 93% Physical, 4% Hybrid, and 3% Remote job distribution.

Data Reviewer, Quality Control

Avid Bioservices

Tustin, CA

$32.30 - $40.38/hr

Full-time

Medical, Dental, Vision, Retirement, PTO

Re-posted yesterday

Job description

Looking to join a passionate team dedicated to developing and manufacturing life-saving biopharmaceuticals? Avid Bioservices is a leading clinical and commercial biologics CDMO focused on creating innovative solutions to meet the needs of our clients and improve patient outcomes.
Your Role:
The Data Reviewer, Quality Control's main responsibility will be to review Quality Control analytical data.
In this role you will:
  • Conduct a comprehensive and critical evaluation on QC data in Empower and SoftMax Pro software including but not limited to contents, results, data accuracy, and scientific relevance, format and adherence to cGMPs.
  • Perform a thorough review of raw data, including electronic raw data and documentations to ensure compliance with applicable specifications and/or protocols.
  • Conduct GMP review of laboratory notebooks, logbooks, and associate forms.
  • Conduct GMP review of electronic raw data to ensure compliance with data integrity policies.
  • Support OOS/OOT investigations.
  • Support internal and external audit.
  • Support QC method validation review, as needed.
  • Perform review of procedural and method revisions, where necessary.
  • Perform other duties as assigned to support Quality activities.
Minimum Qualifications:
  • Bachelor's degree, preferably in a life sciences field (such as biology, microbiology, biochemistry, chemistry).
  • 4+ years' work experience in a GMP/biopharmaceutical/pharmaceutical manufacturing environment.
  • Experience with Empower and SoftMax Pro software.
  • Knowledge of cGMPs, pharmacopeia and compendial requirements.
  • Experience in and knowledge of 21 CFR data integrity requirements.
  • Familiarity with analytical testing methods and validation including laboratory instrumentation.
  • Strong verbal and written communication skills.
  • Familiarity with laboratory computerized systems such as Empower and LIMS.
  • Proficient with Microsoft applications.
Position Type/Expected Hours of Work:
This role is a full-time position. Days and hours of work are Monday through Friday, 8:00 a.m. to 5 p.m. unless otherwise stated by Supervisor. Must be available to work holidays, weekends, or extended hours if needed.
Compensation:
We offer competitive compensation packages for this role, including a base salary, performance-based bonuses, and comprehensive benefits such as health, dental, and vision insurance, 401(k) matching, and paid time off.
The compensation range for this role is $32.30-$40.38 hourly, depending on experience and qualifications. Additionally, we offer opportunities for career growth and development as well as a supportive and inclusive work environment.
Who you are:
  • You have a "bring it on!" team player approach and an unshakable positive attitude, always ready to tackle anything that comes your way.
  • Your written and verbal skills are out of this world, and you communicate with clarity and confidence.
  • You have exceptional multitasking skills and an unparalleled attention to detail that ensure the smooth running of everything.
  • You are a master at building relationships, capable of establishing connections with anyone, be it team members, clients, vendors, or suppliers.
Physical Demands & Work Environment:
In this dynamic role, expect a blend of regular activities like sitting, standing, and walking, with occasional physically engaging tasks such as lifting objects up to 20 pounds. The work environment might expose you to electrical shocks, toxic chemicals, vibrations, or loud noise levels occasionally. However, reasonable accommodations are available to enable individuals with different abilities to perform effectively, ensuring a supportive and adaptable work setting. Your visual acuity, including close, distance, and color vision, will be essential in navigating through the diverse day-to-day demands of this position.
Employment Type: Full-Time

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