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Machine Learning Computational Chemistry Jobs in Colchester, CT

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Machine Learning Computational Chemistry information

What is machine learning computational chemistry?

Machine learning computational chemistry is a field that combines machine learning techniques with computational chemistry to accelerate the discovery and design of molecules and materials. By training algorithms on large datasets of chemical information, researchers can predict molecular properties, simulate chemical reactions, and optimize compounds more efficiently than traditional methods. This approach helps reduce the time and cost required for research in drug discovery, materials science, and related fields.

What are some common challenges faced by professionals working in machine learning computational chemistry roles?

One common challenge in Machine Learning Computational Chemistry roles is integrating large and often complex chemical datasets with appropriate machine learning models, which requires a solid understanding of both domains. Professionals may also encounter difficulties in ensuring that their models are both interpretable and generalizable to new data, as overfitting is a frequent issue. Additionally, collaboration with chemists and data scientists is essential, so clear communication across disciplines is key to success. Staying up to date with the latest developments in both computational chemistry and machine learning is crucial for ongoing professional growth.

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

To thrive as a Machine Learning Computational Chemist, you need a solid background in chemistry, mathematics, and computer science, typically supported by an advanced degree in computational chemistry, cheminformatics, or a related field. Proficiency with programming languages (such as Python), machine learning frameworks (like TensorFlow or PyTorch), and molecular modeling software is essential. Strong analytical thinking, problem-solving skills, and effective collaboration are key soft skills that help drive innovation and teamwork. These skills and qualifications are critical for developing accurate models, advancing research, and translating computational insights into real-world chemical solutions.

What is the difference between Machine Learning Computational Chemistry vs Computational Chemist?

AspectMachine Learning Computational ChemistryComputational Chemist
Required CredentialsAdvanced degrees in chemistry, computer science, or related fields; knowledge of machine learning and programmingDegree in chemistry, chemical engineering, or related fields; strong background in chemical theory and modeling
Work EnvironmentResearch labs, tech companies, academia; focus on algorithm development and data analysisLaboratories, research institutions, industry; focus on chemical modeling and simulation
Employer & Industry UsageTech firms, pharmaceutical companies, research institutions applying AI/ML techniquesPharmaceutical, chemical, and materials industries conducting chemical research and development

Machine Learning Computational Chemists specialize in applying machine learning algorithms to chemical data, enhancing predictive models and simulations. Computational Chemists focus on traditional chemical modeling and simulations using computational methods. Both roles require strong chemistry backgrounds, but Machine Learning Computational Chemists emphasize data science and AI skills, while Computational Chemists focus on chemical theory and modeling techniques.

What cities near Colchester, CT are hiring for Machine Learning Computational Chemistry jobs?

Cities near Colchester, CT with the most Machine Learning Computational Chemistry job openings:

    Senior Scientist- Analytical Research and Development

    Pfizer, Inc.

    Groton, CT • On-site

    $93K - $156K/yr

    Full-time

    Medical, Dental, Vision, Retirement, PTO

    Re-posted 7 days ago


    Pfizer rating

    8.2

    Company rating: 8.2 out of 10

    Based on 125 frontline employees who took The Breakroom Quiz

    32nd of 86 rated pharmaceutical


    Job description

    What You Will Achieve
    As a Senior Scientist, you will be at the center of our operations and you'll find that everything we do, every day, is in line with an unwavering commitment to quality. You will be recognized as a technical expert and a scientific contributor. With your deep knowledge of the discipline, you will be an active team member whose decisions impact the projects. You will perform qualitative and quantitative analyses of organic and inorganic compounds to determine chemical and physical properties during chemical syntheses, or drug product development process.
    You will be using your scientific judgment to adapt standard methods and techniques by applying prior work experience. You will be forecasting and planning resource requirements for your project team. Your creativity in developing novel processes and new ideas will be used frequently. You will undertake mentoring activities to guide team members.
    It is your innovative scientific temperament that will help in making Pfizer ready to achieve new milestones and help patients across the globe.
    How You Will Achieve It
    • This colleague will be responsible for developing analytical strategies in support of pharmaceutical drug substance and/or drug products during all development phases, including supporting manufacturing process development, developing, validating and transferring analytical methods, designing stability studies for shelf life assignments, and developing impurity control strategies.
    • Collaborates with colleagues and subject matter experts to assess the most appropriate analytical approach to support project activities, including use of computational predictive tools, modelling software and data visualization tools where appropriate.
    • Perform lab work and delegate responsibilities and review peer lab work as appropriate,
    • Through effective communication and collaboration with multidisciplinary team members, this colleague will have the opportunity to present data at team meetings and be actively involved in solving technical challenges that arise during development.
    • The candidate must be able to collaborate with and mentor peers as well as effectively interact with colleagues at all levels of the organization.
    • Author relevant sections of global regulatory submissions in support of new drug approvals. They will also prepare technical reports, critically review data, and may evaluate new instrumentation and analytical techniques/approaches.
    • Proficient with a wide variety of software and information systems and the curiosity to continue learning new techniques to solve complex analytical problems.
    • Proficient with a breadth of relevant methodologies such as, chromatography, dissolution, IR spectroscopy, mass spectrometry, particle size analysis and NMR, with expertise in one or more of these techniques.

    Qualifications
    Must-Have
    • Ph.D. in Analytical Chemistry or related field, with 0 to 3 years of relevant industrial experience or MS in Analytical Chemistry or related field with 7 to 8 of years of experience.
    • Demonstrated ability to meet timelines with minimal supervision and experience leading multi-disciplinary teams.
    • Demonstrated ability to learn new techniques and solve complex analytical problems.
    • Demonstrated oral and written communication skills, including visualization of data and drafting reports.
    • Attention to detail, strong organizational skills, the ability to multitask, and effective interpersonal and communication skills.
    • Proficient with a breadth of relevant methodologies such as, chromatography, dissolution, IR/Raman spectroscopy, mass spectrometry, particle size analysis, and NMR, with expertise in one or more of these techniques.

    Nice-to-Have
    • Experience in the pharmaceutical industry.
    • Prior experience with analysis of peptide therapeutics.
    • Experience with trace level impurity analysis
    • Understanding and prior experience in global regulatory submission processes.
    • Familiarity about separation technology including liquid chromatography, gas chromatography, SFC, etc.
    • Experience with a wide variety of software and information systems utilized in the pharmaceutical industry (eg LIMS, Chromatographic Software, Veeva, electronic notebooks).
    • The ability to use computational predictive tools, modelling software or data visualization tools.

    PHYSICAL/MENTAL REQUIREMENTS
    • Ability to perform calculations and data analysis is required.
    • This role requires the use of laboratory equipment and working in laboratories. Some lifting may be required.

    NON-STANDARD WORK SCHEDULE, TRAVEL OR ENVIRONMENT REQUIREMENTS
    • Some travel may be required.
    • Relocation support available
    • Work Location Assignment: On Premise
    The annual base salary for this position ranges from $93,600.00 to $156,000.00. In addition, this position is eligible for participation in Pfizer's Global Performance Plan with a bonus target of 12.5% of the base salary and eligibility to participate in our share based long term incentive program. We offer comprehensive and generous benefits and programs to help our colleagues lead healthy lives and to support each of life's moments. Benefits offered include a 401(k) plan with Pfizer Matching Contributions and an additional Pfizer Retirement Savings Contribution, paid vacation, holiday and personal days, paid caregiver/parental and medical leave, and health benefits to include medical, prescription drug, dental and vision coverage. Learn more at Pfizer Candidate Site - U.S. Benefits | (uscandidates.mypfizerbenefits.com). Pfizer compensation structures and benefit packages are aligned based on the location of hire. The United States salary range provided does not apply to Tampa, FL or any location outside of the United States.
    Relocation assistance may be available based on business needs and/or eligibility.
    Candidates must be authorized to be employed in the U.S. by any employer.
    U.S. work visa sponsorship (such as TN, O-1, H-1B, etc.) is not available for this role now or in the future.
    Sunshine Act
    Pfizer reports payments and other transfers of value to health care providers as required by federal and state transparency laws and implementing regulations. These laws and regulations require Pfizer to provide government agencies with information such as a health care provider's name, address and the type of payments or other value received, generally for public disclosure. Subject to further legal review and statutory or regulatory clarification, which Pfizer intends to pursue, reimbursement of recruiting expenses for licensed physicians may constitute a reportable transfer of value under the federal transparency law commonly known as the Sunshine Act. Therefore, if you are a licensed physician who incurs recruiting expenses as a result of interviewing with Pfizer that we pay or reimburse, your name, address and the amount of payments made currently will be reported to the government. If you have questions regarding this matter, please do not hesitate to contact your Talent Acquisition representative.
    EEO & Employment Eligibility
    Pfizer is committed to equal opportunity in the terms and conditions of employment for all employees and job applicants without regard to race, color, religion, sex, sexual orientation, age, gender identity or gender expression, national origin, disability or veteran status. Pfizer also complies with all applicable national, state and local laws governing nondiscrimination in employment as well as work authorization and employment eligibility verification requirements of the Immigration and Nationality Act and IRCA. Pfizer is an E-Verify employer. This position requires permanent work authorization in the United States.
    Pfizer endeavors to make www.pfizer.com/careers accessible to all users. If you would like to contact us regarding the accessibility of our website or need assistance completing the application process and/or interviewing, please email disabilityrecruitment@pfizer.com. This is to be used solely for accommodation requests with respect to the accessibility of our website, online application process and/or interviewing. Requests for any other reason will not be returned.
    To learn more about acceptable and prohibited uses of AI during the recruitment process, please review our candidate AI-use guidelines available on Pfizer Careers.
    Research and Development

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    Benefits

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    Get the full story on Breakroom


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    About Pfizer

    Sourced by ZipRecruiter

    All over the world, Pfizer colleagues work together to positively impact health for everyone, everywhere. Our colleagues have the opportunity to grow and develop a career that offers both individual and company success; be part of an ownership culture that values diversity and where all colleagues are energized and engaged; and the ability to impact the health and lives of millions of people. Pfizer, a global leader in the biopharmaceutical industry, is continuously seeking top talent who are inspired by our purpose to innovate to bring therapies to patients that significantly improve their lives. Our Health and Science System Specialists Team provides leadership across patient care settings in the complex Hospital, Health System, and Key Medical Group environment to bring value to our customers and patients in this dynamic ecosystem.

    Industry

    Pharmaceutical and medicine manufacturing

    Company size

    10,000+ Employees

    Headquarters location

    New York, NY, US

    Year founded

    1849