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Softmax Jobs (NOW HIRING)

Scientist III

Ridgefield, NJ ยท 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 ...

... 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 ...

Data Reviewer, Quality Control

Tustin, CA ยท On-site

$31.63 - $42.16/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 ...

Sr. Scientist I - Bioassay

Durham, NC ยท 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 ...

QC Manager

Exton, PA ยท 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.

Sr. Scientist I - Bioassay

Durham, NC

$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 ...

Sr. Scientist I - Bioassay

Wilmington, NC ยท 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 ...

Sr. Scientist I - Bioassay

Durham, NC

$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 ...

Sr. Scientist I - Bioassay

Wilmington, NC ยท 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 ...

Senior Associate Scientist

Pearl River, NY ยท On-site

$68K - $114K/yr

Analyze data using appropriate statistical software, such as GraphPad Prism and SoftMax * Support the Critical Reagents qualification testing, delivery, and documentation * Document experiments, data ...

Senior Scientist

Durham, NC ยท On-site

$82K - $113K/yr

Proficiency with Microsoft Office Suite, SoftMax, JMP, and GraphPad Prism. ****Thank you for your interest in this opportunity! Due to the high volume of applications we receive, we are unable to ...

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Showing results 1-20

Softmax information

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 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.
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 July 2026, with employment types broken down into 67% Full Time, and 33% Contract. Highlights an 100% In-person job distribution.
Bioassay Scientist, Analytical Research & Development

Bioassay Scientist, Analytical Research & Development

MSD

Rahway, NJ โ€ข On-site

Full-time

Medical, Dental, Vision, Retirement, PTO

Posted 7 days ago


Job description

Job Description

Scientist (R2) BioassayNorth American GMP Operations, Rahway, NJ

We invite individuals who possess a deep passion for promoting lifesaving and life-enhancing products to join our dynamic team. Our team is highly dedicated and committed to offering exceptional scientific oversight, driving the success of our Company's extensive range of products from candidate selection to market authorization. At our company, we proudly continue to build upon a legacy of groundbreaking innovation while steadfastly upholding the highest standards of ethics and integrity. With a diverse workforce representing a multitude of languages and cultures, we stand unified in our collective mission to deliver revolutionary medicines and products with integrity and transparency.

We are actively seeking an enthusiastic individual to join our Rahway, NJ team as a Scientist (R2) in Biologics Analytical Research & Development (AR&D) Good Manufacturing Practices (GMP) Operations, to support bioassay analysis, including ELISA and cell-based methods. In this role, the selected candidate will be responsible for method optimization, phase-appropriate validation, early and late-stage transfers, SoftMax Pro template validation, cell line maintenance, analytical life cycle management, and release and stability testing. The successful candidate must be able to work in a fast-paced, multidisciplinary environment and will play a pivotal role supporting Biologics to advance commercialization efforts.

The incumbent will collaborate closely with various stakeholders, including Analytical Development, Large Molecule Assay Validation, Quality Assurance, Technical Operations, and CMC Regulatory Affairs, to address technical challenges, provide scientifically sound guidance at each stage of development, and effectively manage deliverables to progress the pipeline.

Responsibilities

Execute Good Manufacturing Practices (GMP) activities such as release, stability, and in-process testing of Biologics Drug Substance (DS) and Drug Product (DP) using both traditional and advanced analytical tools.

  • Validate and implement analytical methods to support release and stability testing of clinical trial materials.

  • Support critical reagent qualifications and SoftMax pro template validation activities.

  • Document activities in a detailed and organized manner and follow SOPs.

  • Author and review technical documents.

  • Complete assigned work within established project timelines.

  • Support GMP compliance and continuous improvement of laboratory operations.

  • Manage laboratory supplies and critical reagent inventories.

  • Additional responsibilities as assigned to support the evolving needs of the department.

Experience and Skills

Required

  • Minimum of a B.A./B.S. degree in biology, biochemistry, or related scientific field with 3 years of relevant experience in analytical development, validation, and/or quality control, master's degree preferred.

  • Additional responsibilities as assigned to support the evolving needs of the department.

  • Experience with mammalian cell culture and ELISAs.

  • Additional responsibilities as assigned to support the evolving needs of the department.

  • Document activities in a detailed and organized manner following SOPs.

  • Ability to manage work to meet project timelines.

  • Capability to work independently with minimal supervision.

  • Ability to identify and resolve common technical issues.

  • Effectively communicate, collaborate, and engage with others.

  • Agile learner who is self-motivated with a positive attitude.

  • A willingness to occasionally work irregular hours, including evenings and weekends, as needed.

Preferred

  • GMP experience is preferred.

  • Experience with LIMS, SoftMax Pro, electronic notebook, or other data analytics platforms.

  • Knowledge of assay validation requirements is highly preferred.

  • Understanding of cGxP operation, USP, EP, ICH, and FDA guidelines.

  • Experience with SoftMax Pro template creation is preferred.

  • Familiarity with deviation management and change control processes.

  • Experience with method development, qPCR, capillary electrophoresis, chromatographic separations and/or compendial methods is desirable.

#AR&D

#eligibleforERP

Required Skills:

Biochemistry, Cell-Based Assays, Cell Cultures, Collaborative Communications, Fast-Paced Environments, Good Manufacturing Practices (GMP), Immunoassays, Immunochemistry, Interpersonal Relationships, Laboratory Techniques, Maintenance of Cell Lines, Mammalian Cell Culture, Real Time Polymerase Chain Reaction (qPCR), Self Motivation, Standard Operating Procedure (SOP) Writing

Preferred Skills:

Current Employees apply HERE

Current Contingent Workers apply HERE

US and Puerto Rico Residents Only:

Our company is committed to inclusion, ensuring that candidates can engage in a hiring process that exhibits their true capabilities. Please click here if you need an accommodation during the application or hiring process.

As an Equal Employment Opportunity Employer, we provide equal opportunities to all employees and applicants for employment and prohibit discrimination on the basis of race, color, age, religion, sex, sexual orientation, gender identity, national origin, protected veteran status, disability status, or other applicable legally protected characteristics.As a federal contractor, we comply with all affirmative action requirements for protected veterans and individuals with disabilities. For more information about personal rights under the U.S. Equal Opportunity Employment laws, visit:

EEOC Know Your Rights

EEOC GINA Supplement

We are proud to be a company that embraces the value of bringing together, talented, and committed people with diverse experiences, perspectives, skills and backgrounds. The fastest way to breakthrough innovation is when people with diverse ideas, broad experiences, backgrounds, and skills come together in an inclusive environment. We encourage our colleagues to respectfully challenge one another's thinking and approach problems collectively.

Learn more about your rights, including under California, Colorado and other US State Acts

The salary range for this role is

$87,300.00 - $137,400.00

This is the lowest to highest salary we in good faith believe we would pay for this role at the time of this posting. An employee's position within the salary range will be based on several factors including, but not limited to relevant education, qualifications, certifications, experience, skills, geographic location, government requirements, and business or organizational needs.

The successful candidate will be eligible for annual bonus and long-term incentive, if applicable.

We offer a comprehensive package of benefits. Available benefits include medical, dental, vision healthcare and other insurance benefits (for employee and family), retirement benefits, including 401(k), paid holidays, vacation, and compassionate and sick days. More information about benefits is available at https://jobs.merck.com/us/en/compensation-and-benefits.

You can apply for this role through https://jobs.merck.com/us/en (or via the Workday Jobs Hub if you are a current employee). The application deadline for this position is stated on this posting.

San Francisco Residents Only:We will consider qualified applicants with arrest and conviction records for employment in compliance with the San Francisco Fair Chance Ordinance

Los Angeles Residents Only:We will consider for employment all qualified applicants, including those with criminal histories, in a manner consistent with the requirements of applicable state and local laws, including the City of Los Angeles' Fair Chance Initiative for Hiring Ordinance

Search Firm Representatives Please Read Carefully
Merck & Co., Inc., Rahway, NJ, USA, also known as Merck Sharp & Dohme LLC, Rahway, NJ, USA, does not accept unsolicited assistance from search firms for employment opportunities. All CVs / resumes submitted by search firms to any employee at our company without a valid written search agreement in place for this position will be deemed the sole property of our company. No fee will be paid in the event a candidate is hired by our company as a result of an agency referral where no pre-existing agreement is in place. Where agency agreements are in place, introductions are position specific. Please, no phone calls or emails.

Employee Status:

Regular

Relocation:

Domestic

VISA Sponsorship:

No

Travel Requirements:

10%

Flexible Work Arrangements:

Not Applicable

Shift:

Not Indicated

Valid Driving License:

No

Hazardous Material(s):

N/A

Job Posting End Date:

07/21/2026

*A job posting is effective until 11:59:59PM on the day BEFOREthe listed job posting end date. Please ensure you apply to a job posting no later than the day BEFORE the job posting end date.