The Job logo

What

Where

Data Scientist - Image Processing

ApplyJoin for More Updates

You must Sign In before continuing to the company website to apply.

Smart SummaryPowered by Roshi
Seeking a Data Scientist experienced in medical image processing at Philips, Bengaluru, Karnataka, India. Responsibilities include solving complex problems, collaborating with clinical scientists, and driving advanced projects. On-site full-time opportunity with a focus on medical image analytics and IQ.

Job description 

Overall responsibilities

Provide support with guidance to solve complex problems in medical image processing and deliver PoC with TRL level ready for NPI program.

Support collaboration with clinical scientists, AD leader and universities to drive advanced development projects on medical image analytics from R&D perspective.

Support NPI development and address time-pressing complex LCM challenges with image processing / IQ using expertise.

Higher degree of learning attitude to absorb newer knowledge on medical image pre- and/or post-processing.

 

Skills required to perform the job

 

Hands-on work experience of 4 - 7 years in some of the following tools, packages, technical areas, and modeling techniques:

Keras, Tensorflow, Pytorch, Scikit-learn, Scikit-image, OpenCV, pydicom

Matlab, python, R, Java/C/C++

Convolution Neural Networks, other statistical modeling & classification approaches (regression, SVM, PCA)

Opensource medical image visualization and segmentation tools like ITK, VTKMedical image post-processing techniques such as noise reduction, contrast enhancement, bone suppression, stiching, ranging. Knowledge of overall IQ (image quality) analysis of diagnostic X-ray images is a plus.

Set alert for similar jobsData Scientist - Image Processing role in Bengaluru, India
Philips Logo

Company

Philips

Job Posted

6 months ago

Job Type

Full-time

WorkMode

On-site

Experience Level

3-7 Years

Category

Software Engineering

Locations

Bengaluru, Karnataka, India

Qualification

Bachelor or Master

Applicants

Be an early applicant

Related Jobs

Hexagon Logo

UAV Technician- Image Processing

Hexagon

Bengaluru, Karnataka, India

Posted: a year ago

We are looking for energetic individuals who can process UAV (drone) photos into interactive spherical panorama images and perform quality checking of drone mapping output. This a high-volume position producing panoramas and maps. Must have experience with specialized software and strong image processing skills.

Alcon Logo

QRA Data Scientist

Alcon

Bengaluru, Karnataka, India

Posted: 8 months ago

Job description  Summary of Position:     Alcon is looking to hire Data Scientist for QRA team. ​The role provides support to Alcon’s matrix organization through business process analysis, applying advanced analytics methods to support strategic objectives. The role ensures activities conducted for Alcon comply with all regulations, guidelines, directives, and standards established by the relevant regulatory agencies.     Key Responsibilities:   Apply advanced analytics techniques and scientific principles to extract valuable information from data for business decision-making, strategic planning and other uses. Analyze incongruous data to gain insights for potential opportunities in the areas of AI injection, Machine Learning, and Natural Language Processing. Collaborate with Quality and Regulatory Affairs Management to develop a robust program to track internal processes and support continuous improvement by identifying process/data gaps, redundancies, and inaccuracies and managing development of high value/innovative changes using Six Sigma/Agile. Review and monitor data across functional areas to ensure consistency and application of data standards and data quality. Develop and implement governance procedures and support documentation for Digital Quality and Regulatory Affairs. Drive data-based decision-making support globally, including regional and affiliate levels. Provide systems support to all functions (MTO, QA, RA, Vigilance, etc.) during internal and external audits, as needed, globally. Liaison between the Business and IT, Data Analysts, Data Engineers, and other Alcon departments (Sales, Customer Service, R&D, etc.) Provide tools for Quality and Regulatory Affairs Management to oversee and maintain business process implementation.     Key Requirements/Minimum Qualifications:   Data mining, predictive analytics, ML/NLP and data visualization, as well as statistics, mathematics and software programming. Ability to work independently with competing priorities Predictive modeling and leveraging business intelligence tools for informed decision making. Strong analytical and problem-solving skills, including deep knowledge and application of statistics Attention to detail Ability to communicate effectively across various business functions and stakeholders Strong Data Science background and excellent knowledge on various advanced techniques such as Classification and Regression, Decision Trees, Forecasting, Text Analytics / NLP, AI, ML etc. Preferred technical competencies: Cognos, PostgreSQL, Power Platform (Power Apps, Power Automate), Alteryx, AWS Cloud, AI, ML, Tableau, PostgreSQL, R, Python, Product Quality Framework Education : Graduation, preferably in Mathematics, Data Science, Computer Science, Statistics, or related area. Experience requirement:  Minimum: 5 years’ work experience in the field of data science, advanced mathematics, statistics. Work experience in the regulated medical device / Pharmaceutical industry. CSV/CSA, GxP knowledge, Quality Assurance.

ExxonMobil Logo

Advanced Data Scientist

ExxonMobil

Bengaluru, Karnataka, India

Posted: a year ago

What role you will play in our team We are seeking an advanced data scientist at the Bangalore Technology Center (BTC) who can provide technical expertise, strategic and cross-functional leadership to generate maximum business value from data science by working with computational and data scientists as well as business domain experts across engineering, geoscience, and commercial domains.  You will be able to scope new opportunities, develop, and deploy data-driven models, automate workflows, and generate insights that lead to significant business value for ExxonMobil's multiple value chains.  Opportunity scope ranges from accurately predicting subsurface properties using machine learning; predicting failure of machinery using historical data, and using advanced analytics to increase revenue from commercial sale of fuels and lubricants.  You will have access to massive data sets, immense compute power and challenging, previously unsolved problems in the oil and gas domain What you will do Be a part of a growing organization comprising computational, data scientists and optimization experts working to solve challenging business problems by developing and applying state-of-the-art machine learning techniques. Partner with domain experts across the corporation to identify, scope, and develop machine learning solutions and provide insights to our business partners to reduce costs and/or increase revenue. Primary scope of application will be in the engineering domain, which will require you understand the underlying physical processes that generate the data, for example solid or fluid mechanics. Communicate recommendations and solutions from data science applications to business partners and influence and drive business uptake of the proposed solutions Help screen and prioritize ideas based on technical feasibility and value maximization Advise senior business line management on challenges and opportunities in the data science space in the various domains; identify and champion new opportunities Provide technical leadership, consulting, and mentorship to early-career engineers, computational and data scientists Work with software and data architecture experts to understand and influence architectural decisions to drive effective development of data-driven solutions for the business About You Skills and Qualifications Master's or PhD from a recognized university in engineering, mathematical sciences, physics or related quantitative discipline with GPA 7.0 (out of 10.0) and above 10+ years of experience in developing and building data science solutions to solve business problems in an engineering or related field In-depth knowledge and practical experience in applying statistical analysis techniques, such as classification, regression, time-series, Bayesian techniques, etc. and machine learning techniques, such as decision-trees, ensemble methods, neural networks, validation methods etc. Experience in developing, applying, and analyzing physics-based and/or data driven computational models and simulations is an advantage Practical experience in the full machine learning life cycle from problem formulation, data acquisition, modeling building, and deployment at enterprise scale. Experience in Python & R and related packages such as numpy, pandas, sklearn, Keras, Tensorflow, PyTorch Experience with software engineering practices, agile methodologies, DevOps, version control  Demonstrated experience of identifying and scoping data science opportunities based on business needs Demonstrated leadership experience in influencing business partners on uptake of data science solutions and facilitating change management Strong communication and interpersonal skills Ability to deal with business and technical uncertainty Demonstrated experience mentoring early career data scientists  Preferred Qualifications / Experience Prior experience leading data science teams is an advantage Experience with optimization techniques, such as linear and nonlinear programming or experience with commercial solvers such as CPLEX is an advantage Your benefits An ExxonMobil career is one designed to last. Our commitment to you runs deep our employees grow personally and professionally, with benefits built on our core categories of health, security, finance and life. We offer you:    Competitive compensation  Medical plans, maternity leave and benefits, life, accidental death and dismemberment benefits  Retirement benefits  Global networking & cross-functional opportunities Annual vacations & holidays Day care assistance program Training and development program Tuition assistance program Workplace flexibility policy Relocation program Transportation facility   Please note benefits may change from time to time without notice, subject to applicable laws. The benefits programs are based on the Company’s eligibility guidelines.