Pre-Sales Solution 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).

JOB TITLE/HEADLINE: Backend Developer - Python/Django

EMPLOYMENT TYPE: Full time, permanent.

REPORTING TO: CTO

LOCATION: Mumbai

ABOUT THE ROLE:

WHAT WE EXPECT FROM YOU:

- Expert in Python, with knowledge of Python web framework - Django 
- Familiarity with backend automated testing tools and frameworks
- Experience with backend/API development
- Architect, develop and maintain backend libraries/codebase, database & server.
- Evaluate competitive and innovative products and design approaches to identify best practices and encourage innovation.
- Understanding the requirement of a client, document the scope and chart out a plan of implementing the scope
- Work with the design team to give inputs related to the wire-frames and then the design along with incorporating Client Feedback
- Explore the difference between B2B and B2C projects before implementing the code
- Work in teams of 2-3 on various projects as per the requirement using git as version control
- Having good knowledge of APIs creation and database architecture
- Good Grasp in respective technology (Django)
- Documenting the process and main functions along the developing process
- Design and develop highly scalable, highly available, reliable, secure, and fault-tolerant systems with minimal guidance for one of the fastest-growing companies in India.

OUR IDEAL CANDIDATE:

- 2-5 years of experience required
- Strong hand on Django-Python
- Excellent knowledge of using the Git version control system and deployment via Git.
- You have creative visualisation, critical thinking, deductive & pragmatic reasoning and can think out-of-the-box
- Ability to quickly adapt & independently work in a fast-paced Agile environment with minimum supervision.
- A self-starter with demonstrated ability to take the initiative, who can proactively identify issues/opportunities and recommend action.

YOU WILL LOVE WORKING WITH FATAKPAY BECAUSE:

• We value balance. We are committed to providing an environment where you can balance great work with a great life.
• We’ll invest in your career. Our company’s increasing, and we’ll allow you to do the same. You’ll have access to several professional development opportunities so that you can keep up with the company’s evolving needs.
• We offer competitive compensation packages. We deeply value the talent our team brings to the table and believe that fair and equitable total compensation packages are part of our commitment to everyone who works here.
• Multicultural workplace. A multicultural and diverse team of colleagues from different states.
• An opportunity to wear many hats
• An entrepreneurial crew that supports risk, intuition, and frequent experimentation
• The opportunity to make an impact in a transformative industry
• A chance to build and lead a highly talented and driven team

OTHER PERKS & BENEFITS:

• Progressive and flexible work hours that match your personality and lifestyle.
• Compensation could include stock options for significant upside.
• Health benefits
• Cool gadgets and swags
• Attractive wellness programs
• Competitive performance bonus
• Paid sick leave
• Paid maternity and paternity leave
• Career development training.

ABOUT THE COMPANY:

Fatakpay Digital Private Ltd (Fatakpay) is a digital-only lending platform that provides virtual credit cards. The solution offers a 100% digital and paperless quick, transparent and secure way to transact in multilingual format with a ‘scan now, pay later’ facility and easy repayment options.

We're a company that strongly believes in teamwork, design, creativity and tech. We love to build the best possible Financial Tech products that make the world a better place.

It was founded by a team of four IIT- B, Erasmus University alum, and 70+ years of combined experience in Tech and Finance.

Mandatory Skills required:

1. Ability to translate business requirements into technical requirements for QlikView

2. Perform detailed analysis of source systems and source system data and model that data in

Qlikview

3. Design, develop, and test QlikView scripts to import data from source systems, data feeds, flat files

to create Qlik marts

4. Proficiency with QlikView Scripting, use of complex QlikView functions,

advanced QlikView Expressions, experience with complex data models and optimization of data

model for query performance to create Qlik Marts

5. Architecture optimization ( includes hardware sizing , security setup , performance tuning )

6. Development of Qlikview/ QlikSense

Responsibilities:

• Interact & Interview Chairperson of college or university.
• Featured & Research oriented articles about the Education System.
• Interview of famous personalities from the educational industry.
• Stories of success from leading professionals.

Requirements:

• Proven working experience as a Reporter.
• Portfolio of published articles.
• Computer proficiency (MS Office, digital editing, web search, databases)
• Excellent communication, lobbying, and active listening skills.
• Good hold in education industry persons.
• Bachelors degree in journalism or mass communications.

This is a technolog yagnostic position and you would be viewed as a technolog enthusiast who can work (not code) on architecture and designing of any application immaterial of the technology used.

Your experience as a programmer of a technical lead will benefit a lot. 

If you believe in “ First, solve the problem. Then, write the code. ”, we are looking for you. 

• Atleast 8 years of experience working either in Java/JEE, Python or Ruby on Rails.
• Ability to manage a team and handle clients.
• Very good at Analysis and Design.
• Passion to write good quality code.
• Able to work in a fast paced environment.
• Able to manage multiple tasks with changing priorities in a cross-functional environment
• Team player
• Ability to balance competing priorities.
• Excellent communication skills.

BoTree Technologies was incorporated in 2012 and since then we have constantly worked towards building a place to work which provides each member an opportunity to challenge herself and grow on a day to day basis.