Talent.com
Computational Biologist – Deep Learning
Computational Biologist – Deep LearningSyngenta Group • Durham, North Carolina, USA
Computational Biologist – Deep Learning

Computational Biologist – Deep Learning

Syngenta Group • Durham, North Carolina, USA
[job_card.1_day_ago]
[job_preview.job_type]
  • [job_card.full_time]
[job_card.job_description]

At Syngenta we believe every employee has a role to play in safely feeding the world and taking care of our planet. To support that challenge the Bioinformatics group is seeking a Computational Biologist to help design build and deploy Artificial Intelligence models (e.g. deep learning) to analyze genomics data for crop improvement. The position is in Durham North Carolina.

Role Purpose :

  • Work in a team of computational biologists to train modify and apply deep learning models and to create or enhance workflows that leverage these models in our seeds pipeline
  • Join cross-functional diverse research teams to deliver the next generation of predictive and generative technologies to support Syngenta Seeds product pipeline
  • Become an active member of the Bioinformatics group and drive innovation in a rapidly evolving scientific discipline
  • Synthesize results and clearly communicate progress and challenges to project team members

Accountabilities :

  • Assist in the design building and implementation of advanced predictive AI models using genomics data (gene expression proteomics epigenetics)
  • Data preparation for internal machine learning and deep learning (ML / DL) projects including data QC basic statistical analysis preprocessing etc.
  • Identification and organization of public and internal data sources for DL based on specified use cases
  • Exploration and implementation of cutting-edge model architectures available in the public domain
  • Modification of existing DL model architectures to support new use cases
  • Development of workflows that utilize DL models to support cross-functional project teams
  • Collaborate with cross-functional stakeholders to accelerate AI adoption in product pipelines by explaining model predictions validating biological relevance and demonstrating measurable improvements in trait prediction and candidate selection
  • Prepare thorough documentation of model architectures experimental findings and validation metrics and deliver presentations to diverse stakeholders including data scientists and biologists
  • Qualifications :

    PLEASE NOTE Candidates must be already located in the United States and not require visa sponsorship now or in the future (Includes OPT).

    Required :

  • PhD or MS with experience in Deep Learning Bioinformatics Genomics Computational Biology or closely related area
  • Strong understanding of plant or plant-pest / pathogen biology gene regulation and genomics
  • Applicants must be familiar with LLM concepts and popular LLM architectures
  • Excellent communication skills and the ability to work in a highly dynamic and collaborative environment
  • Technical skills :

  • Experience working with biological and multi-omics data
  • Proficiency in the use of UNIX / Linux and its command-line environment
  • Proficiency coding in Python
  • Experience with PyTorch TensorFlow / Kerasor JAX
  • Experience with deep learning model creation fine-tuning hyperparameter optimization and model deployment
  • Knowledge / experiences in using LLMs (Transformers Mamba etc)
  • Proficiency in grid computing (e.g. Univa Slurm etc.)
  • Familiarity working with version control systems (e.g. Git CVS SVNetc)
  • Experience with Jupyter notebooks and conda environments
  • Desired :

  • Experience with MLOps tools (e.g. MLflow)
  • Experience with cloud computing with AWS Biology knowledge
  • Experience building / fine-tuning LLMs (transformers Mamba Hyena etc)
  • Experience in programming with Github-Copilot AWS Q or similar AI agents to enable rapid development
  • Additional Information :

    What We Offer :

  • A culture that celebrates diversity & inclusion promotes professional development and strives for a work-life balance that supports the team members. Offers flexible work options to support your work and personal needs.
  • Full Benefit Package (Medical Dental & Vision) that starts your first day.
  • 401k plan with company match Profit Sharing & Retirement Savings Contribution.
  • Paid Vacation Paid Holidays Maternity and Paternity Leave Education Assistance Wellness Programs Corporate Discounts among other benefits.
  • Syngenta has been ranked as a  top employer by Science Journal. Learn more about our  team and our mission here :   is an Equal Opportunity Employer and does not discriminate in recruitment hiring training promotion or any other employment practices for reasons of race color religion gender national origin age sexual orientation marital or veteran status disability or any other legally protected status.

    WL : 4B

    #LI-Hybrid

    Remote Work : No

    Employment Type : Full-time

    Key Skills

    Laboratory Experience,Transfection,Bioinformatics,DNA Isolation,Genetics,PCR,R,Biochemistry,Next Generation Sequencing,Cell Culture,Molecular Biology,Research Laboratory Experience

    Experience : years

    Vacancy : 1

    [job_alerts.create_a_job]

    Computational Biologist Deep Learning • Durham, North Carolina, USA

    [internal_linking.similar_jobs]
    Physical Therapy Assistant, (PTA) - Home Health

    Physical Therapy Assistant, (PTA) - Home Health

    BAYADA Home Health Care • Roxboro, NC, US
    [job_card.full_time]
    Physical Therapist Assistant, PTA,.This position will be providing services to adult and geriatric patients on a per visit basis in territories throughout. Caswell, Person, and Orange counties.As a ...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Travel Emergency Department RN

    Travel Emergency Department RN

    Ethos Medical Staffing • Roxboro, NC, US
    [job_card.full_time]
    Ethos Medical Staffing is seeking a travel nurse RN ED - Emergency Department for a travel nursing job in Roxboro, North Carolina. Job Description & Requirements.Ethos Medical Staffing Job ID #3...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Travel Nurse RN - ED - Emergency Department

    Travel Nurse RN - ED - Emergency Department

    TRS Healthcare • Roxboro, NC, US
    [job_card.full_time]
    TRS Healthcare is seeking a travel nurse RN ED - Emergency Department for a travel nursing job in Roxboro, North Carolina. Job Description & Requirements.TRS Healthcare Job ID #1434470.Pay packa...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Remote Financial Advising Expert - AI Trainer ($50-$60 / hour)

    Remote Financial Advising Expert - AI Trainer ($50-$60 / hour)

    Data Annotation • Holly Springs, North Carolina
    [filters.remote]
    [job_card.full_time] +1
    We are looking for a finance professional to join our team to train AI models.You will measure the progress of these AI chatbots, evaluate their logic, and solve problems to improve the quality of ...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Remote Investment Analyst – AI Trainer ($50-$60 / hour)

    Remote Investment Analyst – AI Trainer ($50-$60 / hour)

    Data Annotation • Apex, North Carolina
    [filters.remote]
    [job_card.full_time] +1
    We are looking for a finance professional to join our team to train AI models.You will measure the progress of these AI chatbots, evaluate their logic, and solve problems to improve the quality of ...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Travel CT Technologist

    Travel CT Technologist

    PRN Healthcare • Durham, NC, US
    [job_card.full_time]
    PRN Healthcare is seeking a travel CT Technologist for a travel job in Durham, North Carolina.Job Description & Requirements. PRN Healthcare Job ID #1502438.Pay package is based on 8 hour shifts...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Travel Nurse RN - $1,720 to $1,873 per week in Roxboro, NC

    Travel Nurse RN - $1,720 to $1,873 per week in Roxboro, NC

    TravelNurseSource • Roxboro, NC, US
    [job_card.full_time]
    TravelNurseSource is working with Host Healthcare to find a qualified Other RN in Roxboro, North Carolina, 27573!.Host Healthcare is an award-winning travel healthcare company with an immediate ope...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Travel CT Technologist

    Travel CT Technologist

    LanceSoft • Chapel Hill, NC, US
    [job_card.permanent]
    LanceSoft is seeking a travel CT Technologist for a travel job in Chapel Hill, North Carolina.Job Description & Requirements. Required Certifications & Licensure : .Must be registered wi...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Travel Emergency Department RN

    Travel Emergency Department RN

    LeaderStat • Roxboro, NC, US
    [job_card.full_time] +1
    LeaderStat is seeking a travel nurse RN ED - Emergency Department for a travel nursing job in Roxboro, North Carolina.Job Description & Requirements. The above pay package is an estimate, please...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Senior Machine Learning Ops Engineer

    Senior Machine Learning Ops Engineer

    Eliassen Group • Durham, NC, US
    [job_card.full_time]
    Hybrid Every other week onsite / 5 days in either Durham, NC, Jersey City, NJ or Westlake, TX.Our client’s enterprise data science platform team builds advanced cloud and software solutions to ...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Senior Deep Learning Engineer

    Senior Deep Learning Engineer

    VirtualVocations • Durham, North Carolina, United States
    [job_card.full_time]
    A company is looking for a Senior Deep Learning Algorithm Engineer to design, develop, and optimize AI frameworks for large language models and multimodal applications. Key Responsibilities Develo...[show_more]
    [last_updated.last_updated_1_day] • [promoted]
    Computational Biologist Deep Learning

    Computational Biologist Deep Learning

    Syngenta Seeds, Inc. • Durham, NC, United States
    [job_card.full_time]
    At Syngenta, we believe every employee has a role to play in safely feeding the world and taking care of our planet.To support that challenge, the Bioinformatics group is seeking a Computational Bi...[show_more]
    [last_updated.last_updated_variable_hours] • [promoted] • [new]
    Travel CT Technologist

    Travel CT Technologist

    National Staffing Solutions-Surgical Services • Durham, NC, US
    [job_card.full_time]
    National Staffing Solutions-Surgical Services is seeking a travel CT Technologist for a travel job in Durham, North Carolina. Job Description & Requirements.Daily Range of Responsibilities of th...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Travel CT Technologist

    Travel CT Technologist

    Assured Nursing • Hillsborough, NC, US
    [job_card.full_time]
    Assured Nursing is seeking a travel CT Technologist for a travel job in Hillsborough, North Carolina.Job Description & Requirements. Assured Nursing is currently seeking a.Computed Tomography HB...[show_more]
    [last_updated.last_updated_variable_hours] • [promoted] • [new]
    Lead Computational Scientist

    Lead Computational Scientist

    VirtualVocations • Durham, North Carolina, United States
    [job_card.full_time]
    A company is looking for a Research Support Specialist IV - Lead Computational Scientist.Key Responsibilities Lead the development and maintenance of the codebase for the City Food Policy Project...[show_more]
    [last_updated.last_updated_1_day] • [promoted]
    Computational Biologist - Deep Learning

    Computational Biologist - Deep Learning

    Syngenta Group • Durham, NC, United States
    [job_card.full_time]
    Syngenta Seeds is one of the world's largest developers and producers of seed for farmers, commercial growers, retailers and small seed companies. Syngenta seeds improve the quality and yields of cr...[show_more]
    [last_updated.last_updated_variable_hours] • [promoted] • [new]
    Physical Therapist (Durham, NC)

    Physical Therapist (Durham, NC)

    Thrive Therapies Group • Person County, NC, US
    [job_card.full_time]
    Full Time Salary+ Benefits, School Based-PT with Durham Public Schools.School-Based Physical Therapist.With Thrive Therapies, you’ll do more than provide PT services - you’ll partner wi...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Travel Emergency Department RN

    Travel Emergency Department RN

    GHR Healthcare - Travel Division • Roxboro, NC, US
    [job_card.full_time]
    GHR Healthcare - Travel Division is seeking a travel nurse RN ED - Emergency Department for a travel nursing job in Roxboro, North Carolina. Job Description & Requirements.GHR Healthcare - Trave...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]