![Terumo Medical Corporation](https://media.trabajo.org/img/noimg.jpg)
Sr. Data Scientist, Machine Learning Engineer
4 weeks ago
Sr. Data Scientist, Machine Learning Engineer
Date: Jun 24, 2024
Req ID: 3402
Location:
Somerset, NJ, US, 08873
Company: Terumo Americas Holding, Inc.
Department: TAH Digital Promo (DXP)
Terumo Medical Corporation (TMC) develops, manufactures, and markets a complete, solutions-based portfolio of high-quality medical devices used in a broad range of applications for numerous areas of the healthcare industry. TMC places a premium on providing customers with world-class products, training and education programs that drive clear economic value, better clinical outcomes and improved quality of life for patients. TMC is part of Tokyo-based Terumo Corporation; one of the worlds leading medical device manufacturers with $6+ billion in sales, 30,000+ employees worldwide and operations in more than 160 nations. Terumo Medical Corporation is comprised of two strategic business divisions: Terumo Interventional Systems and Terumo Medical Products.
We believe that the future is bright for everyone at Terumo. We work with the future in mind to generate lasting change, create a bigger impact and produce greater outcomes for today, and for decades to come.
At Terumo we believe in the power of personal growth and will encourage you to get in the driver's seat - progressing in the direction you want to go by deepening your skills throughout your career. We want you to be bold, think outside the box, experiment, innovate and deliver what's next for quality healthcare. You will be part of a collaborative, respectful and resilient team of associates and leaders around the world, working together as partners to achieve more than you thought possible, providing real-world, impactful solutions for patients.
Join us and help shape wherever we go next
Advancing healthcare with heart
Job Summary
This position will leverage cloud computing technologies to develop, deploy, and manage predictive models that support decision-making processes across the Terumo organization. The role will involve collecting, cleaning, and preprocessing large datasets to prepare them for analysis, designing and building predictive models using machine learning algorithms, and deploying models in a cloud environment. The Data Scientist, Machine Learning Engineer will also be responsible for continuously monitoring model performance, making adjustments as needed to improve accuracy and efficiency.
Job Details/Responsibilities
Data Exploration and Preprocessing: Collect, clean, and preprocess large datasets to prepare them for analysis. Identify patterns, outliers, and trends within the data.
Model Development: Design and build predictive models using machine learning algorithms. Experiment with various algorithms and tuning parameters to optimize model performance.
Cloud Deployment: Deploy models in a cloud environment, ensuring they are scalable, reliable, and secure. Utilize cloud services (e.g., AWS, Azure, Google Cloud) for computing resources, data storage, and model hosting.
Performance Monitoring: Continuously monitor model performance, making adjustments as needed to improve accuracy and efficiency. Implement A/B testing and other techniques to validate models.
Collaboration: Work closely with data engineers, cloud architects, and business analysts to integrate predictive models into business processes. Provide insights and recommendations based on model outputs.
Documentation and Reporting: Document the modeling process, including data sources, model choices, and parameter configurations. Prepare reports and visualizations to communicate findings to non-technical stakeholders.
Perform other job-related duties as required
Knowledge, Skills and Abilities (KSA)
Experience with big data technologies (Hadoop, Spark) and understanding of data architecture principles.
Familiarity with DevOps practices for data science, including CI/CD pipelines for model deployment.
Certifications in cloud computing platforms and machine learning are a plus.
Excellent analytical and problem solving skills and ability to work with large, complex data sets.
Outstanding written and verbal presentation skills.
Experience with forecasting methodologies and ability to work with limited information to create forecasts.
Advanced proficiency with data mining, mathematics, and statistical analysis
Advanced pattern recognition and predictive modeling experience
Knowledge of machine learning frameworks (scikit-learn, TensorFlow, PyTorch) and data visualization tools (e.g., Matplotlib, Seaborn, Tableau).
Experience with agile methodology
Must be able to work independently with minimal direction.
Must exhibit strong teamwork and be adapt at working cross-functionally.
Qualifications/ Background Experiences
Bachelors in Computer Science, Data Science, Statistics, or equivalent work experience.
Minimum 5 years experience in data science, with experience in predictive modeling and unsupervised machine learning.
Experience in programming languages (such as Python or C#) and familiarity with SQL required
Experience deploying data/code to cloud computing platforms (such as AWS, Azure, Google Cloud) and their data analytics services preferred
It is Terumos policy to provide equal employment opportunity to all its employees and applicants for employment regardless of their race, creed, color, national origin, age, ancestry, nationality, marital or domestic partnership or civil union status, sex, pregnancy, gender identity or expression, disability status, liability for military service, protected veteran status, sexual orientation, atypical cellular or blood trait, genetic information (including the refusal to submit to genetic testing), or any other category protected by law. As a Company, we value diversity of background and opinion, and prohibit discrimination or harassment on the basis of any legally protected class in the areas of hiring, recruitment, promotion, transfer, demotion, training, compensation, pay, fringe benefits, layoff, termination or any other terms and conditions of employment.
Nearest Major Market: New Jersey
-
Sr. Data Scientist, Machine Learning Engineer
3 weeks ago
Somerset, United States Terumo Full timeTerumo Medical Corporation (TMC) develops, manufactures, and markets a complete, solutions-based portfolio of high-quality medical devices used in a broad range of applications for numerous areas of the healthcare industry. TMC places a premium on providing customers with world-class products, training and education programs that drive clear economic value,...
-
Senior Data Scientist Machine Learning Engineer
1 month ago
Somerset, United States Terumo Medical Corporation Full timeJob Summary:This Senior Data Scientist, Machine Learning Engineer will leverage cloud computing technologies to develop, deploy, and manage predictive models that support decision-making processes across the Terumo organization. The role demands a strategic approach to ownership, involving collecting, cleaning, and preprocessing large datasets, designing and...
-
Lead Data Scientist
1 month ago
Somerset, United States Syneos Health inVentiv Health Commercial LLC Full timeDescription JOB TITLE: Lead Data Scientist Syneos Health is the only fully integrated biopharmaceutical solutions organization purpose-built to accelerate customer success. We lead with a product development mindset, seamlessly connecting our capabilities to add high-value insights to speed therapies to patients and provide practical value to help our...
-
Acidic Zinc-MnO2 Battery Scientist
4 weeks ago
Somerset, United States Coulomb Technology Full timeAcidic Zinc-MnO2 Battery Sr Scientist – Leader with 3+ years of industry experience working on theory and development of acidic aqueous Zn-MnO2 batteries. DetailsMust have experience working on anode, cathode, or full cell development of Acidic Zinc-MnO2 cells. Help make 0.5mm thick cathodes with teflon, full cells, test, and characterize them. Spend...
-
Scientist
1 week ago
Somerset, United States Aditi Consulting Full timeJob Description: Perform Finish product Testing (Stability, development), QC release and data review. Perform, Assay, related substances, KF, Dissolution, disintegration, Hardness. Work on lab instruments (HPLC/GC/UPLC, KF, Dissolution, Hardness, disintegration). Perform test and report data as per the Catalent approved procedures. Analyst will follow the...
-
Somerset, United States Legend Biotech Corp Full timeCompany Information Legend Biotech is a global biotechnology company dedicated to treating, and one day curing, life-threatening diseases. Headquartered in Somerset, New Jersey, we are developing advanced cell therapies across a diverse array of technology platforms, including autologous and allogenic chimeric antigen receptor T-cell and natural killer (NK)...
-
Somerset, United States Legend Biotech Corp Full timeCompany Information Legend Biotech is a global biotechnology company dedicated to treating, and one day curing, life-threatening diseases. Headquartered in Somerset, New Jersey, we are developing advanced cell therapies across a diverse array of technology platforms, including autologous and allogenic chimeric antigen receptor T-cell and natural killer (NK)...
-
Scientist
2 weeks ago
Somerset, United States Zolon Tech Inc. Full timeJOB TITLE: SCIENTISTLOCATION: SOMERSET, NJSHIFT - MON-FRI, 9AM-5:30PMONSITE POSITIONDURATION - THREE MONTHS.Description:Perform Finish product Testing (Stability, development), QC release and data review.Perform, Assay, related substances, KF, Dissolution, disintegration, Hardness.Work on lab instruments (HPLC/GC/UPLC, KF, Dissolution, Hardness,...
-
Scientist
2 weeks ago
Somerset, United States Planet Pharma Full timeOnsite Somerset, NJ3 month contract highly likely to extendRole:Perform Finish product Testing (Stability, development), QC release and data review.Perform, Assay, related substances, KF, Dissolution, disintegration, Hardness.Work on lab instruments (HPLC/GC/UPLC, KF, Dissolution, Hardness, disintegration).Perform test and report data as per the internal...
-
Analytical Scientist
2 weeks ago
Somerset, United States Intellectt Inc Full timeJob Title: ScientistLocation: Somerset NJ 08873 United StatesDuration: 03+ Months on W2Shift Timings: MON-FRI 9 AM-5:30 PMJob Description:Position SummaryPerform Finish product Testing (Stability, development), QC release and data review.Perform, Assay, related substances, KF, Dissolution, disintegration, Hardness.Work on lab instruments (HPLC/GC/UPLC, KF,...
-
Optical Transmission Scientist
2 months ago
Somerset, United States Scismic Inc Full timeJob DescriptionJob DescriptionScismic is supporting the growth of one of the longest and most respectable corporate lineages in American business. They have a proven track record of being first in the industry with application specific fibers, optical connectors, ribbon cables, erbium doped fibers, Raman fiber lasers, fiber gratings and more. Their mission...
-
Senior Data Engineer
1 month ago
Somerset, United States Persistent Systems Full timeAbout PersistentWe are a trusted Digital Engineering and Enterprise Modernization partner, combining deep technical expertise and industry experience to help our clients anticipate what’s next. Our offerings and proven solutions create a unique competitive advantage for our clients by giving them the power to see beyond and rise above. We work with many...
-
Machine Operator
2 months ago
Somerset, United States Riggs Industries Full timeJob DescriptionJob DescriptionJ&J Truck Bodies & Trailers is looking for individuals to operate production machinery and hand tools to cut, fabricate position, align, and assemble parts. Reads and interprets blueprints, diagrams, and specifications and adjusts machine settings to produce parts and assemblies in a timely fashion and to an acceptable level of...
-
Tooling Engineer
5 days ago
Somerset, United States Synerfac Full timeWork directly for a Somerset County, NJ area manufacturing company specializing in medical devices.Tooling Engineer / Supervisor:Summary: The Tool Room Supervisor is responsible to supervise toolroom employees and manage activities to achieve continuous improvement of cost, quality and capacity meeting overall corporate goals for quality and tooling cost...
-
Tooling Engineer
3 weeks ago
Somerset, United States Synerfac Full timeWork directly for a Somerset County, NJ area manufacturing company specializing in medical devices. Tooling Engineer / Supervisor: Summary: The Tool Room Supervisor is responsible to supervise toolroom employees and manage activities to achieve continuous improvement of cost, quality and capacity meeting overall corporate goals for quality and tooling cost...
-
Machinist Trainee
1 month ago
Somerset, United States Cozzoli Machine Company Full timeJob DescriptionJob DescriptionResponsibilities: Undergo training with our experienced machinists to learn how to set up and operate various pieces of machine shop equipment. This includes waterjet cutting, manual and CNC mills/lathes, surface and cylindrical grinders, as well as honing. The candidate will also be responsible for learning how to use...
-
Customer Data Specialist
2 months ago
Somerset, United States Demant Full timeOverview The Customer Data Specialist’s responsibility is to analyze, collect, file, update and maintain customer data. Validate and set up new accounts. Set up and maintain accurate account pricing, warranties, and preferences for Demant wholesale and network companies. Through proactive phone and email contact, the Customer Data Specialist works with the...
-
Senior Network Engineer
1 month ago
Somerset, United States Dale WorkForce Solutions Full timeSr. Network EngineerHybrid in Somerset, NJ 3+days/week onsitePosition SummaryThe network engineer will oversee daily operation of multiple aspects of datacenter infrastructure including switches, routers and firewalls. The network engineer will also work very closely with the devops team in the design, planning and execution of production and internal...
-
Tooling Engineer
2 months ago
Somerset, United States Micro Stamping Corporation Full timeJob DescriptionJob DescriptionThe Tool Room Supervisor is responsible to supervise toolroom employees and manage activities to achieve continuous improvement of cost, quality and capacity meeting overall corporate goals for quality and tooling cost reduction. This may apply to all Manufacturing Disciplines such as but not limited to Stamping, Forming, PEM...
-
Tooling Engineer
2 months ago
Somerset, United States Micro Manufacturing Solutions for Life Full timeThe Tool Room Supervisor is responsible to supervise toolroom employees and manage activities to achieve continuous improvement of cost, quality and capacity meeting overall corporate goals for quality and tooling cost reduction. This may apply to all Manufacturing Disciplines such as but not limited to Stamping, Forming, PEM Machining, Molding, tubing,...