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Softmax Jobs (NOW HIRING)

CYNET SYSTEMS

Scientist III

Ridgefield, NJ · On-site

$60 - $70/hr

Familiar with BioStat, PLA, SoftMax Pro, etc statistical software for Hamilton bioassay testing. * Conduct qualification activities for laboratory instrumentation including but not limited to ...

Actalent

Analytical Scientist

Lexington, MA

$40 - $45/hr

... SoftMax, large molecule, Elisa, veeva vault, data review, peptide mapping Top Skills Details Chemistry,Hplc,Gmp,Analytical chemistry,sds page,SEC,capillary electrophoresis,empower,quality control ...

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 ...

Frontage Laboratories

QC Manager

Exton, PA · On-site

Proficiency with relevant software (SoftMax Pro, E-WorkBook, Watson LIMS, ELN/LIMS systems). * Strong communication skills for interactions with Study Directors, analysts, QA, and clients.

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 ...

Alcami Corporation

Sr. Scientist I - Bioassay

Durham, NC · On-site

$82K - $113K/yr

Effectively uses various laboratory software packages (SoftMax, ProCal, Master Control, ELN, etc.). * Maintains a safe, clean, and organized work environment free of safety hazards. * Safely handles ...

Alcami Corporation

Sr. Scientist I - Bioassay

Wilmington, NC · On-site

$83K - $114K/yr

Effectively uses various laboratory software packages (SoftMax, ProCal, Master Control, ELN, etc.). * Maintains a safe, clean, and organized work environment free of safety hazards. * Safely handles ...

Alcami Corporation

Sr. Scientist I - Bioassay

Wilmington, NC · On-site

$83K - $114K/yr

Effectively uses various laboratory software packages (SoftMax, ProCal, Master Control, ELN, etc.). * Maintains a safe, clean, and organized work environment free of safety hazards. * Safely handles ...

Alcami Corporation

Sr. Scientist I - Bioassay

Wilmington, NC · On-site

$83K - $114K/yr

Effectively uses various laboratory software packages (SoftMax, ProCal, Master Control, ELN, etc.). * Maintains a safe, clean, and organized work environment free of safety hazards. * Safely handles ...

Alphanumeric

Bench Scientist

King Of Prussia, PA · On-site

$42 - $46/hr

SAP/ERP, LES, LES-EM, Webstatistica, Empower, Hamilton (automated liquid handling), analytical instrument software (SoftMax, etc) -Experience with MS Excel, Word, PowerPoint -Working knowledge of ...

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Softmax information

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 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 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 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.
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Softmax jobs near you
Infographic showing various Softmax job openings in the United States as of August 2026, with employment types broken down into 78% Full Time, 1% Temporary, and 21% Contract. Highlights an 94% Physical, 3% Hybrid, and 3% Remote job distribution.

Scientist III

CYNET SYSTEMS

Ridgefield, NJ • On-site

$60 - $70/hr

Contractor

Re-posted 20 days ago

Job description

Job Overview:

Pay Range: $60hr - $70hr

Requirement/Must Have:

  • Bachelor's Degree in Life Sciences discipline and 6-8 years experience in cGMP lab environment, or a Master's Degree in a Life Sciences discipline and 5 years experience in a cGMP lab environment.
  • Proficient in Outlook and Microsoft Word and Excel and lab-based data management systems.
  • Scientific technical writing ability.

Responsibilities:

  • Perform routine and non-routine bioassay testing for raw materials, in-process samples, stability samples, and finished products.
  • Operate and maintain Hamilton Microlab star automated liquid handling systems for bioassay preparation and sample processing.
  • Familiar with BioStat, PLA, SoftMax Pro, etc statistical software for Hamilton bioassay testing.
  • Conduct qualification activities for laboratory instrumentation including but not limited to Hamilton, Rheometers, FT-IR, CCIT, UV Spectrophotometer etc.
  • Prepare technical reports, SOPs, and protocols for instrument qualification and investigation documentation in compliance with cGMP, FDA, and ICH guidelines.
  • Support method qualification, validation, and transfer activities.
  • Perform instrument calibration, troubleshooting, maintenance, and documentation.
  • Work effectively with others to achieve shared goals and perform weekly trending meetings for qualification/upgradation activities.
  • Interact with external vendors on technical matters requiring coordination for qualification activities.
  • Work independently with minimal supervision and direction in compliance with cGMPs.
  • Practice safe work habits and adhere to safety procedures and guidelines.

Skills:

  • Hands-on experience with BioAssay (Hamilton Microlab Star) with BioStat, PLA or SoftMax Pro software.
  • Experience with Rheometers, FT-IR, UV Vis Spectroscopy and CCIT.
  • Experience with instrument and software Qualification.
  • Knowledge of lab-based data management systems.
  • Familiarity with FDA and USP global compendia requirements.

Founded in 2010 and headquartered in the Washington, DC metro area, Cynet Systems Inc. is a leading staffing and recruiting powerhouse. Proudly recognized as a nationally and locally certified diversity firm, Cynet delivers agile, scalable talent solutions across industries. With an active footprint in all 50 U.S. states and Canada, we support thousands of consultants through our expansive, high-performing recruitment engine operating across North America and Asia—ensuring speed, quality, and consistency in every hire.
Cynet Systems logo

About Cynet Systems

Sourced by ZipRecruiter

Cynet Systems Inc is a staffing and recruiting corporation nestled in Ashburn, VA, USA. Established in 2010, the company operates within the Information Technology and Services sector, specializing in providing effective workforce solutions to different business needs, including IT consulting, direct hire, and contract staffing services. Through the years, Cynet Systems has built an impressive portfolio, going beyond borders and expanding its operations internationally in Canada and India. Rooted in its core values of teamwork, leadership, and commitment, Cynet Systems helps businesses unlock their full potential by providing versatile and competent professionals that perfectly align with their needs. Fueled by their unwavering mission to deliver top-tier talent to businesses worldwide, Cynet Systems garnered various recognitions including SIA's fastest-growing staffing firms and Best Place to Work in Virginia for 2019.

Industry

It services

Company size

501 - 1,000 Employees

Headquarters location

Sterling, VA, US

Year founded

2010

Social media

Twitter

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