Director Of Engineer

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).

• Implement best practices for the engineering team across code hygiene, overall architecture design, testing, and deployment activities
• Drive technical decisions for building data pipelines, data lakes, and analyst access.
• Act as a leader within the engineering team, providing support and mentorship for teammates across functions
• Bachelor’s Degree in Computer Science or equivalent job experience
• Experienced developer in large data environments
• Experience using Git productively in a team environment
• Experience with Docker
• Experience with Amazon Web Services
• Ability to sit with business or technical SMEs to listen, learn and propose technical solutions to business problems

·       Experience using and adapting to new technologies

·       Take and understand business requirements and goals

·       Work collaboratively with project managers and stakeholders to make sure that all aspects of the project are delivered as planned

·       Strong SQL skills with MySQL or PostgreSQL

• Experience with non-relational databases and their role in web architectures desired

 Knowledge and Experience:

• Good experience with Elixir and functional programming a plus

• Several years of python experience
• Excellent analytical and problem-solving skills
• Excellent organizational skills

Proven verbal and written cross-department and customer communication skills

Who we are looking for 

• Total work experience of minimum 5+years in developing web-based solutions and services
• Gathering functional requirements, developing technical specifications, and project & test planning
• Designing/developing web, software, mobile apps, prototypes, or proofs of concepts (POCs)
• Apply technical expertise to challenging programming and design problems
• Resolve defects/bugs during QA testing, pre-production, production, and post-release patches
• Work cross-functionally with various Intuit teams: product management, QA/QE, different product
• lines, or business units to drive forward results
• Contribute to the design and architecture of the project
• Experience with Agile Development, SCRUM, or Extreme Programming methodologies
• Solid communication skills: Demonstrated ability to explain complex technical issues to both
• technical and non-technical audiences
• Strong understanding of the Software design/architecture process
• Experience with unit testing & Test Driven Development (TDD)
• Should have knowledge of frameworks such as VueJS, Node JS, Express JS, Grunt, Gulp, Yeoman,
• AngularJS, Backbone JS, React JS, Bootstrap (or alternatives)
• Should have expertise in efficient, minimal JavaScript on both mobile and web.

• 💰 Early-stage, ed-tech, funded, growing, growing fast.
• 🎯 Mission Driven: Make Indonesia competitive on a global scale.
• 🥅 Build the best educational content and technology to advance STEM education
• 🥇 Students-First approach
• 🇮🇩 🇮🇳 Teams in India and Indonesia

• You primarily identify as a Frontend Engineer or a UI Engineer and are comfortable working on the browser side of things with 7+ years experience (preferably from B2C startup companies).
• You can build accessible interfaces with semantic HTML, CSS, and Javascript.  
• You can build reusable, performant, and well-tested web applications that are responsive and work across various devices and platforms.  
• You can build features from scratch which are modular and scalable. You don’t hesitate to take them from design to implementation.
• You have shipped code to production recently and regularly.
• You are experienced in working with using modern web frameworks, like React, Vue, and friends. We use React but prefer people with strong web concepts and fundamentals who are open to learning any framework/library. 
• You are fluent in using the tools of the trade: editors, git, command line, Slack, Jira (unfortunately yes)
• You are driven, you care about turning in quality work, and improving your craft.
• You have high integrity, and you are reliable.

• Mentorship and continuous improvement are a part of the team’s DNA. We have a battle-tested robust growth framework. You will have people to look up to and people looking up to you.
• We are a people-first, high-trust, high-autonomy team.
• We live in the TDD, Pair Programming, First Principles world

• Distributed does not mean working in isolation, feeling alone, being buried in Zoom calls.
• Our leadership team has been WFH for 10+ years now and we know how remote teams work. This will be a place to belong.
• A good balance between deep focussed work and collaborative work ⚖️

• 30-minute alignment check and screening call
• A short take-home coding assignment, no more than 2-3 hours. Time is precious.
• Pair programming interview. Collaborate, work together. No sitting behind a desk and judging.
• In-depth engineering discussion around your skills and career so far.
• System design and architecture interview for senior roles.

• Bring your software engineering — both individual brilliance and collaborative skills.
• Bring your good nature — we're building a team that supports each other.
• Be vested or interested in the company vision

• Java/J2EE, Spring, Spring Boot, REST, JSON, Micro Services, 12 Factor Apps, Apache.
• Strong understanding of microservice architecture
• Ability to design, develop and implement scalable, elastic microservice based platforms.
• Demonstrated knowledge of OAuth token-based authentication protocol.
• Demonstrated knowledge of PCI and Security Coding Standards.
• Performs hands on coding using Java/J2EE & unit testing.
• Contribute to the Design and develop high quality software for large scale Java/Spring Batch/Micro-service Applications.
• Proficiency in the following general areas: Java (Java 1. 7/Java 1. 8), Spring Framework, Jenkins, Gradle, and GitHub.
• Experience with RESTful services, Rabbit MQ, JSON, Unix Scripting, and Hadoop is a plus.
• Core development experience in large scale enterprise Java applications using Spring Framework.
• Experience in SQL (DB2 & SQL databases)
• Strong knowledge and experience on Nginx as APIM tool Solid experience in coding and creating APIs.
•  Expertise in WSDL, XML, XSLT, JSON, XPATH and Gateway scripts
• Provide front line support for Nginx related problems by being involved in troubleshooting, root cause analysis and appropriate secure integration recommendations.
• Installation of Nginx API Gateway as per need.
• Experience in Containers and Kubernetes.
• Good linux and administration skills
• Experience on API Orchestration/Mediation/Protocol Bindings and transformation knowledge on disparate message structures
• Design, develop and implement API proxies using OpenAPI specification Analysing logs and trace for errors and exceptions Manage and publish content in Developer portal Security implementation using OAUTH, SAML, CORS 
• Must Have Knowledge of API development and its technologies.

Location: Remote Working

** Preference will be given to immediate joinee

• We are looking for a JavaScript developer who is proficient with React.
• Your primary focus will be on designing and developing products using Core UI and React.
• Should have good hands on experience in node, sass, javascript ES6,laravel concepts