SystImmune
Machine Learning Frontier Scientist, Data Mining
SystImmune, Redmond, Washington, United States, 98052
SystImmune is a leading and well-funded clinical-stage biopharmaceutical company located in Redmond, WA and Princeton, NJ. It specializes in developing innovative cancer treatments using its established drug development platforms, focusing on bi-specific, multi-specific antibodies, and antibody-drug conjugates (ADCs). SystImmune has multiple assets in various stages of clinical trials for solid tumor and hematologic indications.
We are looking for a highly skilled
Machine Learning Scientist
with experience in data mining to analyze large datasets from public domain or company internal data. The ideal candidate will have a strong background in machine learning, data analysis, and programming skills. The primary objective of this role is to use AI, computational biology, and bioinformatics methods to classify and process R&D data, identifying potential opportunities for drug optimization and protein targets for immunotherapy. Responsibilities Data Mining: Apply data mining techniques to large datasets from clinical trials, using desensitized data to identify patterns, trends, and correlations. Machine Learning Model Development: Design, develop, and train machine learning models to classify and process R&D data, identifying potential opportunities for drug optimization. Protein Target Identification: Use AI, computational biology, and bioinformatics methods to identify protein targets of immunotherapy in cancers and other diseases. Data Analysis: Analyze and interpret results from data mining and machine learning models, providing insights and recommendations to cross-functional teams. Collaboration: Work closely with researchers, clinicians, and other stakeholders to ensure that data analysis and machine learning models are aligned with business objectives and research goals. Communication: Present findings and results to both technical and non-technical audiences, including written reports, presentations, and visualizations. Requirements Master's or Ph.D. in Computer Science, Machine Learning, Biostatistics, Bioinformatics, or a related field. 5+ years of experience in machine learning and data mining, with a strong focus on clinical trial data analysis and its application to drug development and target selection. Technical Skills: Proficiency in programming languages such as Python, R, or SQL, experience with machine learning frameworks such as TensorFlow, or PyTorch, and familiarity with data visualization tools such as Tableau, Power BI, or D3.js. Domain Knowledge: Strong understanding of clinical trial design, biostatistics, drug target, and immunotherapy principles. Communication Skills: Excellent communication and collaboration skills, with the ability to work effectively with cross-functional teams. Nice To Have Familiarity with containerization using Docker. Knowledge of data security and compliance regulations such as HIPAA. Experience with agile development methodologies and version control systems such as Git. Company Culture At SystImmune, we value innovation, collaboration, and creativity. We believe in fostering a work environment that is supportive, inclusive, and stimulating. Our team members are passionate about their work and are committed to making a positive impact on the lives of patients. SystImmune is committed to creating a diverse and inclusive work environment. What To Expect As a Machine Learning Scientist at SystImmune, you can expect to work on challenging projects that require the application of machine learning techniques to real-world problems. You will have the opportunity to collaborate with cross-functional teams, including researchers, clinicians, and data scientists. You will also have access to cutting-edge technologies and tools, as well as professional development opportunities to help you grow in your career. Compensation And Benefits The expected base salary range for this position is $100,000 - $180,000 annually. SystImmune offers a comprehensive benefits package including: 100% paid employee premiums for medical/dental/vision, also STD, LTD, a 401(k) plan with a 50% company match of up to 3% and a vesting schedule of only 5 years, 15 PTO days per year, sick leave, plus 11 paid holidays and MORE. SystImmune is an Equal Opportunity Employer. We welcome diverse talent and encourage all qualified applicants to apply.
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Machine Learning Scientist
with experience in data mining to analyze large datasets from public domain or company internal data. The ideal candidate will have a strong background in machine learning, data analysis, and programming skills. The primary objective of this role is to use AI, computational biology, and bioinformatics methods to classify and process R&D data, identifying potential opportunities for drug optimization and protein targets for immunotherapy. Responsibilities Data Mining: Apply data mining techniques to large datasets from clinical trials, using desensitized data to identify patterns, trends, and correlations. Machine Learning Model Development: Design, develop, and train machine learning models to classify and process R&D data, identifying potential opportunities for drug optimization. Protein Target Identification: Use AI, computational biology, and bioinformatics methods to identify protein targets of immunotherapy in cancers and other diseases. Data Analysis: Analyze and interpret results from data mining and machine learning models, providing insights and recommendations to cross-functional teams. Collaboration: Work closely with researchers, clinicians, and other stakeholders to ensure that data analysis and machine learning models are aligned with business objectives and research goals. Communication: Present findings and results to both technical and non-technical audiences, including written reports, presentations, and visualizations. Requirements Master's or Ph.D. in Computer Science, Machine Learning, Biostatistics, Bioinformatics, or a related field. 5+ years of experience in machine learning and data mining, with a strong focus on clinical trial data analysis and its application to drug development and target selection. Technical Skills: Proficiency in programming languages such as Python, R, or SQL, experience with machine learning frameworks such as TensorFlow, or PyTorch, and familiarity with data visualization tools such as Tableau, Power BI, or D3.js. Domain Knowledge: Strong understanding of clinical trial design, biostatistics, drug target, and immunotherapy principles. Communication Skills: Excellent communication and collaboration skills, with the ability to work effectively with cross-functional teams. Nice To Have Familiarity with containerization using Docker. Knowledge of data security and compliance regulations such as HIPAA. Experience with agile development methodologies and version control systems such as Git. Company Culture At SystImmune, we value innovation, collaboration, and creativity. We believe in fostering a work environment that is supportive, inclusive, and stimulating. Our team members are passionate about their work and are committed to making a positive impact on the lives of patients. SystImmune is committed to creating a diverse and inclusive work environment. What To Expect As a Machine Learning Scientist at SystImmune, you can expect to work on challenging projects that require the application of machine learning techniques to real-world problems. You will have the opportunity to collaborate with cross-functional teams, including researchers, clinicians, and data scientists. You will also have access to cutting-edge technologies and tools, as well as professional development opportunities to help you grow in your career. Compensation And Benefits The expected base salary range for this position is $100,000 - $180,000 annually. SystImmune offers a comprehensive benefits package including: 100% paid employee premiums for medical/dental/vision, also STD, LTD, a 401(k) plan with a 50% company match of up to 3% and a vesting schedule of only 5 years, 15 PTO days per year, sick leave, plus 11 paid holidays and MORE. SystImmune is an Equal Opportunity Employer. We welcome diverse talent and encourage all qualified applicants to apply.
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