Data Scientist (Radiology, LLM multi model)
at Client located in Bangalore
Data Scientist (Radiology, LLM multi model)
Location: Bangalore
Experience: 4 to 7 Years
Work mode: Remote
Job Description
We are seeking a highly skilled Senior Machine Learning Engineer with a deep passion for applying cutting-edge AI techniques to revolutionize healthcare. You will be a key contributor to our team, developing and deploying innovative solutions to address critical challenges in medical imaging.
Responsibilities
Develop and implement advanced machine learning models for image analysis, processing, and interpretation in the radiology domain.
Collaborate with radiologists and clinicians to understand their needs and translate them into technical requirements.
Explore and apply state-of-the-art deep learning techniques, including convolutional neural networks (CNNs), recurrent neural networks (RNNs), and transformer-based models.
Develop and optimize machine learning pipelines for efficient data ingestion, preprocessing, feature engineering, model training, evaluation, and deployment.
Conduct rigorous experimentation and analysis to improve model performance and generalizability.
Stay up-to-date with the latest advancements in machine learning and computer vision research.
Collaborate with cross-functional teams to integrate machine learning solutions into clinical workflows.
Qualifications
Master's or Ph.D. in Computer Science, Electrical Engineering, or a related field with a focus on machine learning or computer vision.
4-7 years of hands-on experience in developing and deploying machine learning models in a production environment.
Strong proficiency in Python programming and deep learning frameworks (TensorFlow, PyTorch).
Expertise in image processing, computer vision, and medical image analysis techniques.
Experience with classical machine learning algorithms and their applications.
Understanding of deep learning architectures and their application to medical imaging tasks (e.g., image classification, object detection, segmentation).
Ability to work effectively with large and complex datasets.
Strong problem-solving, analytical, and critical thinking skills.
Excellent communication and collaboration skills.
Experience in the healthcare domain is a plus.
Knowledge of cloud platforms (AWS, GCP, Azure) is a plus.
Nice to Have
Experience with natural language processing (NLP) and multi-modal models.
Knowledge of medical imaging modalities (X-ray, CT, MRI, ultrasound).
Familiarity with medical image standards (DICOM).
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-Provide technical support and troubleshooting assistance to end-users for hardware, software, and networking issues.
-Must have the knowledge of SharePoint.
-Manage and maintain Microsoft 365 applications, including Outlook, Word, Excel, and PowerPoint.
-Administer and monitor Microsoft Azure services, ensuring smooth operation and security compliance.
-Perform machine repairs and maintenance tasks, including diagnosing hardware issues and replacing faulty components.
-Collaborate with third-party IT vendors for procurement, installation, and maintenance of IT infrastructure and services.
Requirements:
*Bachelor's degree in Computer Science, Information Technology, or related field.
*Minimum 2 years of experience in IT support roles, with proficiency in Microsoft 365 and Microsoft Azure.
*Strong knowledge and experience in machine repairing and troubleshooting hardware issues.
*Excellent communication and interpersonal skills, with the ability to effectively interact with end-users and third-party vendors.
*Ability to work independently and prioritize tasks in a fast-paced environment.
Certification in Microsoft 365 or Microsoft Azure is preferred but not mandatory.
About Us:
6sense is a Predictive Intelligence Engine that is reimagining how B2B companies do
sales and marketing. It works with big data at scale, advanced machine learning and
predictive modelling to find buyers and predict what they will purchase, when and
how much.
6sense helps B2B marketing and sales organizations fully understand the complex ABM
buyer journey. By combining intent signals from every channel with the industry’s most
advanced AI predictive capabilities, it is finally possible to predict account demand and
optimize demand generation in an ABM world. Equipped with the power of AI and the
6sense Demand PlatformTM, marketing and sales professionals can uncover, prioritize,
and engage buyers to drive more revenue.
6sense is seeking a Staff Software Engineer and data to become part of a team
designing, developing, and deploying its customer-centric applications.
We’ve more than doubled our revenue in the past five years and completed our Series
E funding of $200M last year, giving us a stable foundation for growth.
Responsibilities:
1. Own critical datasets and data pipelines for product & business, and work
towards direct business goals of increased data coverage, data match rates, data
quality, data freshness
2. Create more value from various datasets with creative solutions, and unlocking
more value from existing data, and help build data moat for the company3. Design, develop, test, deploy and maintain optimal data pipelines, and assemble
large, complex data sets that meet functional and non-functional business
requirements
4. Improving our current data pipelines i.e. improve their performance, SLAs,
remove redundancies, and figure out a way to test before v/s after roll out
5. Identify, design, and implement process improvements in data flow across
multiple stages and via collaboration with multiple cross functional teams eg.
automating manual processes, optimising data delivery, hand-off processes etc.
6. Work with cross function stakeholders including the Product, Data Analytics ,
Customer Support teams for their enablement for data access and related goals
7. Build for security, privacy, scalability, reliability and compliance
8. Mentor and coach other team members on scalable and extensible solutions
design, and best coding standards
9. Help build a team and cultivate innovation by driving cross-collaboration and
execution of projects across multiple teams
Requirements:
8-10+ years of overall work experience as a Data Engineer
Excellent analytical and problem-solving skills
Strong experience with Big Data technologies like Apache Spark. Experience with
Hadoop, Hive, Presto would-be a plus
Strong experience in writing complex, optimized SQL queries across large data
sets. Experience with optimizing queries and underlying storage
Experience with Python/ Scala
Experience with Apache Airflow or other orchestration tools
Experience with writing Hive / Presto UDFs in Java
Experience working on AWS cloud platform and services.
Experience with Key Value stores or NoSQL databases would be a plus.
Comfortable with Unix / Linux command line
Interpersonal Skills:
You can work independently as well as part of a team.
You take ownership of projects and drive them to conclusion.
You’re a good communicator and are capable of not just doing the work, but also
teaching others and explaining the “why” behind complicated technical
decisions.
You aren’t afraid to roll up your sleeves: This role will evolve over time, and we’ll
want you to evolve with it
Slack for Construction Industry
It helps construction project owners and contractors track on-site progress in real-time
to finish projects on time and in budget. We aim to bring the speed of software development to infrastructure development.
Founded by IIT Roorkee alumni and backed by industry experts, we are on a mission to help the second largest industry in India-Construction make a transition from pen and paper to digital.As a productivity app startup, we value productivity and ownership most. That helps raise our own bar and the bar of people we hire.We follow agile and scrum approaches for product development and use best-of-class tools and practices. Measuring our progress on a weekly basis and iterating fast enables us to build
breakthrough modules and features rapidly.
Responsibility -
● Improve app architecture to make the product more modular, scalable
● Setup best practices and metrics for app performance
● Translating designs and wireframes into high-quality code
● Building reusable and responsive components and maintaining modularity for future use
● Optimizing components to avoid memory leaks and improve rendering time
● Ensuring availability across with range of iOS versions
● Collaborate with cross-functional teams to define, design, and ship new features.
Techstack -
● Knowledge about delegates, protocols, notifications, and application life cycle.
● Language - Swift, Platform - Xcode
● MVVM and Coordinator design pattern
● Knowledge of RxSwift
● Familiarity with Moya, Almofire, and RESTful APIs
● UIKit and Storyboard
● Know-how of Unit testing and xc-test
●Experience working with background activities and offline mode apps is a big plus
● Familiarity with ContactsUI, SnapKit, Push Notification Service, etc third party
framework/SDK is a plus
● Version control, CI/CD, and writing clean code
We at Kunato, a New York-based IT startup, are looking for a Head Product Design who can lead our UI/UX efforts.
The ideal candidate is a leader, self-motivated, organized, and creative individual who welcomes the challenges of designing products from scratch. You will be planning, designing, strategizing, doing market research, and collaborating with the product, and tech team to showcase the best design for our product suites. This is a unique opportunity to leading the creative vision not just for the design team but for the entire organization.
What would you be working on?
- As a Head UI/UX Designer at Kunato, you will work closely with Product Managers, Engineers and Business Development to understand the problem statement and design end-to-end solutions that can be iterated upon and scaled.
- You will help develop design requirements and deliver product features that are intuitive, accessible, and easy to use that could potentially reach millions of people around the world.
- You will rely on user-centered design principles to produce high-quality visuals — from concept to execution — across mobile and web. You’ll be leading your design team to constantly refine the design language and create innovative, great-looking products that people love to use.
What are we looking for?
- Practical experience or a Bachelor's degree in Human-Computer Interaction, Design, UX, or a related discipline.
- 4+ years of industry experience.
- Ability to deliver end-to-end design from concept to launch and iterate after user research.
- Track record in collaborating with Product Managers and Engineers to design and launch new product features.
- Previous experience leading the designs at a product-based company coupled with hands-on design experience is a must-have.
- Comfortable using Figma and its features and a good understanding of design systems
- A portfolio with good design rationale and visual design skill
- Strong oral and written communication skills; extreme attention to detail
- Must have prior work-from-home experience and is comfortable in the remote working setup
- Must be time-flexible and willing to extend hours as needed
If you can work in a fast-paced environment, love the UX/UI role from research to the actual design and testing, can communicate clearly and effectively your design rationale, can work comfortably from home, can attend sprint planning, and enjoy working remotely with other designers, developers and product managers (in the same and different time zones)and if you love the challenge of revolutionising the digital content space- then this can be your new long term job.
QA Engineer will work closely with the entire project team to review the overall functional and non-functional requirements, while keeping a user's perspective in mind.
- Reviewing quality specifications and technical design documents to provide timely and meaningful feedback.
- Creating detailed, comprehensive and well-structured test plans and test cases.
- Estimating, prioritizing, planning and coordinating quality testing activities.
- Managing a small team of QA engineers and working on the project with the team.
Technical Experience :
- Solid understanding and experience in BlockChain Development preferred
- 1+ years of Blockchain application development experience on platforms such as Ethereum, Hyperledger, BigchainDb, and Multi-Chain.
- Experience with NodeJS
- Experience in solution building on Blockchain technology.
- Experience with development tools such as Geth, Hyperledger Fabric/Sawtooth, Composer, Solidity Remix Functional
- Basic understanding of Web application architecture and protocols.
- Any additional expertise with Python, containerization (Docker), and additional Cloud exposure is also a huge plus
- Any previous integration expertise, Strong in Agile, Banking, or Financial Service development expertise, as well as software development in a large Enterprise environment.
Experience: 1-3 yrs of experience in Client servicing and vendor acquisition (Mandatory)
Working days & Timings: 6 days working & 11a.m to 9 p.m
About Role: We at Pushstart have a premium offering through which we help startups hire verified agencies. We have a network of 150+ agencies (PS partners), across 15 categories. We have helped more than 500 startups like Goodera, Upgrad, Glide Invest (part of Motilal Oswal), Aditya Birla Group, Leap Finance, Fitternity, Headout, etc in solving their service requirements.
Your role will involve onboarding top agencies to cater the service requirements of startups across India.
Job Responsibilities:
- Understand and gather the servicing requirements of the startups.
- Sourcing the agencies, approaching them actively, doing a quality check and verifying them.
- Pitching, negotiating, onboarding the right agencies as PS partners, signing contracts and maintaining all the records.
- Monitoring & tracking the performance of the current agencies on a regular basis, rating them and working on the gaps/shortcomings of it.
- Maintaining relationships with the partners and working with them to address the gaps/shortcomings
- Implement the process with maximum operational efficiency and constantly suggest methods to improve the process
Must-Have Requirements:
- Good interpersonal skills to interact and communicate with leads & partners
- Ability to derive and think analytically for improvement and development of current partner network & their performance
- Multi-Tasker and a quick learner and implementer.
- Good data handling skills and excel skills.
- Capability to work independently and collaborate with cross-functional teams.
Preferred Requirements:
- Likes talking with people and influencing their decisions
- Understands the B2B marketing and sales process
- Agency Background in Sales + Client Servicing Preferred
- Supply Acquisition experience in startups like Dunzo, Urban Company, Pepper Content, etc preferred.
To Apply: https://bit.ly/SupplyAcquisition">https://bit.ly/SupplyAcquisition
About Us:
https://pushstart.in/">Pushstart started as a small FB group of entrepreneurs helping each other with their startup ideas 3 years back and has evolved into India’s most active and trusted community that caters to the needs of 25,000+ entrepreneurs across India.
Pushstart runs a network of 30+ niche communities via which entrepreneurs discuss their professional problems, exchange trusted business contacts, and help each other to GROW their Business together.
In addition to the communities, Pushstart dedicatedly helps entrepreneurs in networking by helping them get warm B2B Introductions with top-funded startups and hire verified agencies on-demand
- Leading a team of one of the finest developers and constantly hiring more people to enrich this team further as per requirement
- Achieving seemingly unrealistic timelines for feature development and product releases
- Innovating and exploring the latest technologies to evaluate if they can push the Company's product vision further by a few years.
- Building a strong team of young developers and nurturing them to become better versions of themselves
- Building REST APIs and integrating Third-Party APIs; building Deployment Systems
What you need to have:
- Looking for experience between 7 to 10 years only
- Strong in Backend technology
- Exp in Rest APIs, Third-Party APIs, Dev Ops
- Team Handling exp
- Built scalable tech products from scratch
- Hands-on experience with Node.JS, MongoDB, GCP, AWS, PHP, MySQL, HTML, CSS, Bootstrap, Vue.JS, React JS, Angular, Flutter;
- A basic idea of Machine learning and NLP (bonus)
- A huge risk-taking appetite but also a strong connection with the cause.