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Softmax Jobs (NOW HIRING)

Senior Scientist

Fremont, CA ยท On-site

$100K - $136K/yr

Familiar with assembling and plotting data in GraphPad Prism, SoftMax Pro, MicroSoft Excel or Powerpoint and presenting data to supervisor and peers * Demonstrated success in independently performing ...

Advanced proficiency with industry-standard software and systems, including SoftMax Pro, JMP (or similar statistical software), LIMS (Laboratory Information Management Systems), ELN (Electronic ...

QC Analyst III

Portsmouth, NH ยท On-site

$25 - $30/hr

Experience with laboratory and analytical software such as SoftMax Pro, Empower, and SoloVPE. * Hands-on experience in software validation activities, including authoring GMP procedures and ...

Sr. Engineer, GxP Systems

Norwood, MA ยท On-site

$121K - $194K/yr

... readers (SoftMax Pro). * Ensure all validated laboratory systems comply with FDA 21 CFR Part 11, GAMP 5, and USP 1058 Analytical Instrument Qualification (AIQ) requirements. * Translate system ...

Advanced proficiency with industry-standard software and systems, including SoftMax Pro, JMP (or similar statistical software), LIMS (Laboratory Information Management Systems), ELN (Electronic ...

Veeva Vault QMS, BMRAM, laboratory instrumentation (e.g., Waters, Agilent, Chromeleon, Softmax or similar), or a building management system (BMS) like Metasys. * Strong technical writing skills and ...

Veeva Vault QMS, BMRAM, laboratory instrumentation (e.g., Waters, Agilent, Chromeleon, Softmax or similar), or a building management system (BMS) like Metasys. * Strong technical writing skills and ...

Senior Scientist

Fremont, CA ยท On-site

$100K - $136K/yr

Familiar with assembling and plotting data in GraphPad Prism, SoftMax Pro, MicroSoft Excel or Powerpoint and presenting data to supervisor and peers * Demonstrated success in independently performing ...

Senior Scientist

Fremont, CA

$100K - $136K/yr

Familiar with assembling and plotting data in GraphPad Prism, SoftMax Pro, MicroSoft Excel or Powerpoint and presenting data to supervisor and peers * Demonstrated success in independently performing ...

Maintains a clean and organized laboratory space ay be required to use data analysis packages such as SoftMax Pro, GraphPad Prism, JMP, and/or Benchling depending on assigned functional area

Senior Scientist

Fremont, CA ยท On-site

$120K - $145K/yr

Familiar with assembling and plotting data in GraphPad Prism, SoftMax Pro, MicroSoft Excel or Powerpoint and presenting data to supervisor and peers * Demonstrated success in independently performing ...

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Softmax information

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 are some common challenges faced by machine learning engineers 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 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 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.

More about Softmax jobs
What cities are hiring for Softmax jobs? Cities with the most Softmax job openings:
What states have the most Softmax jobs? States with the most job openings for Softmax jobs include:
Infographic showing various Softmax job openings in the United States as of May 2026, with employment types broken down into 89% Full Time, and 11% Contract. Highlights an 96% Physical, and 4% Remote job distribution.
Senior QC Associate, Potency

Senior QC Associate, Potency

Disability Solutions

Hillsboro, OR โ€ข On-site

Full-time

Posted 2 days ago


Job description

The Position At Roche, 94,000 people across 100 countries are pushing back the frontiers of healthcare. Working together, we've become one of the world's leading research-focused healthcare groups. Our success is built on innovation, curiosity, and diversity.

We believe every employee makes a difference. We are passionate about transforming patients' lives. We are courageous in both decision and action; we believe that good business means a better world.

Hillsboro Technical Operations (HTO) is a drug product & finished goods manufacturing organization responsible for the reliable delivery of Roche's commercial portfolio & pipeline products. The Operations organization at HTO is divided into 2 value streams, which combine to produce millions of units of life-saving medicine every year to patients around the world. Job Summary: The Quality Control Specialist (Lead) within the Operations group of the Quality Control Organization supports all bioassay activities required of HTO QC, focusing on testing and execution of assignments as assigned by site operations, QC specialists, and/or QC management.

The QC Specialist plays a meaningful role in maintaining and improving functional operations within QC, enabling the organization to support all manufacturing and business testing needs. This role's focus is to serve as the QC department's subject matter expert in Quality Control Bioassay Operations processes and provide guidance, mentorship, and training to junior analysts. This role works with QC leadership and cross-functional partners on QC-related projects and continuous improvement initiatives.

The Opportunity: Coordinate scheduling, logistics, and day-to-day testing activities of analysts and provide overall technical and logistical guidance within their QC focus group/testing pod. Implementing, modifying, and enforcing Quality Control policies, procedures, specifications and testing methods consistent with cGMP, regulations, appropriate compendium, and Roche/Genentech standards, policies, plans, objectives and procedures. Routine performing, and reviewing a variety of Bioassays in the Quality Control organization in support of In-process, drug product, finished product, raw materials and incoming inspection, and environmental monitoring testing in a cGMP environment.

Interprets data, troubleshoots assay failures and equipment issues while adhering to strict guidelines on cGMP documentation. Supports method validation activities, performance qualifications, method transfers, discrepancy/out-of-specification investigations and collaborates with stakeholders to identify improvement opportunities in technology and business processes. Ensure maintenance and calibration of laboratory equipment and systems.

Support during cGMP audits and Health Authority inspections as needed, and follow up on any corrective measures is also required. Core Technical Skills GMP QC: Significant experience in executing cell culture and bioassays in a GMP regulated QC laboratory according to standard operating procedures. Assay Execution & Troubleshooting: Demonstrated expertise in developing, troubleshooting, and executing mechanism-of-action reflective biological assays.

This includes: Cell-based assays (reporter gene, cell proliferation, cytotoxicity, apoptosis, ADCC/CDC). Immunoassays and binding methodologies Various mammalian cell culture techniques (suspension and adherent cell lines, generation of cell banks). Analytical Method Lifecycle: Proven experience in method validation, method transfer (internal and external/CMO), and routine lifecycle management of potency assays for commercial release and stability testing.

Data Analysis & Statistics: Proficiency in statistical evaluation of bioassays, including parallel line analysis, 4-PL/5-PL curve fitting, and assessing assay capabilities. Systems & Software: Advanced proficiency with industry-standard software and systems, including SoftMax Pro, JMP (or similar statistical software), LIMS (Laboratory Information Management Systems), ELN (Electronic Laboratory Notebooks), and QMS platforms (e.g., TrackWise, Veeva Vault). Who You Are: Bachelor's Degree with 5-7 years experience working in a cGMP or similarly regulated environment in the pharmaceutical or science industry.

3-5 years experience with a Master's Degree or 0-2 years experience with PhD/JD. cGMP Expertise: Minimum of 2 years working directly within a highly regulated commercial Quality Control (QC) or cGMP environment. Investigations & Problem Solving: Extensive experience leading and authoring complex laboratory investigations, including Out of Specification (OOS), Out of Trend (OOT), Deviations, and CAPAs using root cause analysis methodologies.

Technical Writing: Exceptional ability to author, review, and approve standard operating procedures (SOPs), analytical test methods, validation protocols, and summary reports. Data Integrity: Strict adherence to ALCOA+ principles and an uncompromising commitment to data integrity and compliance in a commercial setting. Significant potency (bioassay) experience Sound knowledge of GMP and considerable analytical/QC experience Experience developing and validating analytical methods Professional level written and oral communication skills, ability to organize and present information informal and formal group setting Demonstrated ability to apply knowledge of scientific theories, principles, and techniques used in analytical method development, qualification/validation, and implementation Strong analytical intuition, troubleshooting skills (e.g., analytical instrumentation), and problem-solving capabilities Work in an office and laboratory environment Flexibility in problem solving, providing direction and work hours to meet business objectives Demonstrated ability to work independently to accomplish tasks Ability to sit, stand and move within work space for extended periods and lift up to 25 lbs May be required to sit at a computer terminal or laboratory bench for extended periods Ability to travel to other sites, as required Work Environment / Physical Demands / Safety Considerations Work in an office and laboratory environment.

Lift up to 25 pounds may be required. Ability to enter data into a computerized system for up to 30% of your time. Ability to sit, stand and move within work space for extended Relocation benefits are provided The expected salary range for this position based on the primary location of Oregon is $68,300 to $126,900 Actual pay will be determined based on experience, qualifications, geographic location, and other job-related factors permitted by law.

A discretionary annual bonus may be available based on individual and Company performance. This position also qualifies for the benefits detailed at the link provided below. Benefits Genentech is an equal opportunity employer.

It is our policy and practice to employ, promote, and otherwise treat any and all employees and applicants on the basis of merit, qualifications, and competence. The company's policy prohibits unlawful discrimination, including but not limited to, discrimination on the basis of Protected Veteran status, individuals with disabilities status, and consistent with all federal, state, or local laws. If you have a disability and need an accommodation in relation to the online application process, please contact us by completing this form Accommodations for Applicants .