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Eurofins

Bioassay Method Development

Indianapolis, IN · On-site

Familiar with Molecular devices plate reader software such as SoftMax Pro. BioTek plate readers. Additional Information * The position is full-time, M- F 8 am to 5 pm * May be requested to work on ...

LGC Group

Oligo Manufacturing Supervisor

Petaluma, CA · On-site

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

LGC Group

Oligo Manufacturing Supervisor

Petaluma, CA · On-site

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

Elanco

Engineer, IT Manufacturing QC Labs

Clinton, IN

$68K - $88K/yr

Prior hands-on experience with the configuration, and support of an LES platform (e.g., LabVantage, Waters Empower, SoftMax etc.). * Manufacturing Environment Experience: Experience working directly ...

Elanco

Research Scientist

Indianapolis, IN

Strong data analysis skills and experience with relevant software (e.g., SoftMax Pro, Benchling). * Excellent problem-solving abilities and a high degree of scientific rigor. Elanco is an EEO ...

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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.
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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 Method Development

Bioassay Method Development

Eurofins

Indianapolis, IN • On-site

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Re-posted 25 days ago

Eurofins rating

7.4

Company rating: 7.4 out of 10

Based on 180 frontline employees who took The Breakroom Quiz

57th of 105 rated laboratories

Job description

Company Description
Eurofins Scientific is an international life sciences company, providing a unique range of analytical testing services to clients across multiple industries, to make life and our environment safer, healthier and more sustainable. From the food you eat, to the water you drink, to the medicines you rely on, Eurofins laboratories work with the biggest companies in the world to ensure the products they supply are safe, their ingredients are authentic and labelling is accurate.
The Eurofins network of companies is the global leader in food, environment, pharmaceutical and cosmetic product testing and in agroscience Contract Research Organisation services. It is one of the market leaders in certain testing and laboratory services for genomics, discovery pharmacology, forensics, advanced material sciences and in the support of clinical studies, as well as having an emerging global presence in Contract Development and Manufacturing Organisations. It also has a rapidly developing presence in highly specialised and molecular clinical diagnostic testing and in-vitro diagnostic products.
In over 30 years, Eurofins has grown from one laboratory in Nantes, France to 58,000 staff across a decentralised and entrepreneurial network of 900 laboratories in over 54 countries. Eurofins companies offer a portfolio of over 200,000 analytical methods to evaluate the safety, identity, composition, authenticity, origin, traceability and purity of biological substances and products.
In 2021, Eurofins generated total revenues of EUR 6.72 billion, and has been among the best performing stocks in Europe over the past 20 years.
Job Description
  • Work with multiple scientists to support method development and transfer in molecular, biochemical and cell based assays
  • Electronic notebook experience with ELN and NG9 system will be beneficial.
  • Automation experience with Hamilton, Assist plus systems will be plus.
  • Perform careful documentation of studies, data analysis and preparing the data from studies in presentable manner.
  • Maintain clear and detailed documentation of experimental records, independently analyze and interpret data.
  • Cell culture maintenance
  • Media preparation
  • Aliquoting
  • Clean biosafety cabinets at least twice a year
  • Maintain water levels in incubators/water baths
  • Ordering and restocking reagents/disposables
  • Perform instrument maintenance to ensure instruments run correctly (monthly calibrations, summer/winter shutdown procedures, etc.), and submit paperwork
  • Schedule and accompany vendors for instrument repairs
  • Maintain freezer/refrigerator inventories
  • Assist with data integrity of analytical data for bioproducts

Qualifications
Minimum Qualifications
  • Bachelors or Masters in Cell biology, Biochemistry, Molecular biology, Pharmacology
  • At least 2 years of molecular biology research in an academic lab or in industry
  • Authorization to work in the United States indefinitely without restriction or sponsorship
  • Experience with basic Biology/Molecular biology or Biochemistry techniques
  • Experience with cell culture
  • Strong computer, scientific, and organizational skills
  • Excellent communication (oral and written) and attention to detail
  • Ability to work independently and as part of a team, self-motivation, adaptability, and a positive attitude
  • Ability to learn new techniques, perform multiple tasks simultaneously, keep accurate records, follow instructions, and comply with company policies

Preferred Experience
  • Hands-on Experience in bioassays such as cell-based assay and binding assays (ELISA/SPR) development.
  • Molecular biology experience such as cloning, PCR, Transfections using chemical and electroporation techniques, Generation of lentivirus, Single cell cloning, Reporter gene assay development.
  • Experience biochemical testing, such as enzymatic assays.
  • Experience with FACS, RTPCR, ddPCR, Western blot techniques.
  • Experience with large molecules such as antibodies, fusion protein, peptides.
  • Experience with multiple plate reader technologies for detection of absorbance, fluorescence, luminescence. Familiar with Molecular devices plate reader software such as SoftMax Pro. BioTek plate readers.

Additional Information
  • The position is full-time, M- F 8 am to 5 pm
  • May be requested to work on weekends, overtime, and holidays based on business needs.
  • Candidates currently living within a commutable distance of Indianapolis, IN are encouraged to apply.
  • Excellent full-time benefits, including comprehensive medical coverage, dental, and vision options
  • Life and disability insurance
  • 401(k) with company match
  • Paid vacation and holidays
  • #LI-EB1

Eurofins USA PSS Insourcing Solutions is a Disabled and Veteran Equal Employment Opportunity employer.

What Eurofins employees say

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Benefits

Hours and flexibility

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About Eurofins

Sourced by ZipRecruiter

Industry

Scientific research and development services, biotechnology research and development and environmental consulting services

Company size

10,000+ Employees

Headquarters location

Leacock, PA, US

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