Marketer

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).

Python Developer at BeyondScale

BeyondScale is a technology company on a mission to democratise AI for small and medium-sized businesses (SMBs). We're building Sitara, an AI-powered ERP suite that is a suite of micro-apps designed specifically for the service sector. Imagine a pocket CRM, a pocket POS, and a suite of essential tools—all streamlined for simplicity and powered by intelligent automation.

The Opportunity:

We're looking for a passionate Python Developer to join our growing team and play a key role in shaping the future of AI-powered ERP. You'll be instrumental in building Sitara, a product poised to disrupt a massive market with high growth potential.

What You'll Do:

• Design, develop, and maintain efficient, reusable, and reliable Python code for our AI-powered ERP platform.
• Develop and integrate web APIs and interact with SQL databases (NoSQL experience a plus).
• Implement automation using object-oriented programming (OOP) principles, multiprocessing, and threading.
• Write clean, well-documented code and actively participate in testing and debugging.
• Leverage Git and modern development workflow practices to ensure a smooth development cycle.
• While not required, familiarity with generative AI concepts (LLMs, RAG) is a plus.

You're a Great Fit If You:

• Have 1+ years of relevant job experience working with Python
• Possess a strong foundation in computer science fundamentals.
• Are a team player with a collaborative spirit and a positive attitude.
• Enjoy learning new technologies and are eager to push boundaries.
• Have excellent communication skills, including the ability to effectively say no when needed.

Interns day to day responsibilities include:

• Do the quality check for the catalogue images as per Image guidelines, to review product catalogues based on category guidelines and ensure that delivered data is 100% accurate and complete with a positive impact on customer experience.

• Do frequent checks on existing processes to help the Catalogue team achieve more consistent results with high quality and to own new projects which will aim at achieving high productivity of an individual/team.

• Populate 100% accurate content from various sources (Brand Websites, E commerce Portals, Product info Pages, Seller’s, Consumers, Companies, Subject Matter Experts) for specific as well as general information about the product through various channels (Verbal & Written communication, through on ground activities as well as through various online search techniques).

As a Video Editor, you will be responsible for creating and editing well designed videos (courses) to be posted on company’s Ayurveda education business.

• Editing full-length courses, ads, compile animation, content, music etc.
• Responsible for the complete packaging of videos (ads, infomercials, demos etc.)
• Catering to the international market (primarily English speaking) with a good understanding of the language
• Visualizing and creating output according to the script
• Conceptualizing and executing motion animations using visual design
• Reordering and fine-tuning the content to ensure the logical sequencing and smooth running of the video
• Producing videos for online platforms such as Instagram, Facebook, Pinterest etc.

Desired Candidate Profile

Roles & Responsibilities:

• You will be coordinating our enterprise account-specific teams called squads, consisting of members from engineering, machine-learning, and conversation-design teams.
• There are five working groups in the organization, (i) Business (ii) Research (iii) Solutions (iv) Product, and (v) Operations, where you will be joining the Solutions, working group.
• You will be collaborating with the sales team to design an appropriate solution to the customer's problems and help them showcase the value of the product.
• You will be collaborating with the operations team to ensure we are not compromising on our quality standards.
• You will also be co-working with the product working group to help them improve the overall platform and to prioritize the high-impact initiatives in the roadmap.

Work you will be doing:

• You will be building bespoke voice bots for enterprise clients using internal tools.
• You're expected to help build the Solutions stack whose goal is to reduce the amount of effort put into building our voice bots. 
• You will be involved in analyzing client calls where you're expected to use either data pipelines or SQL to get insights into caller behavior.

• Professional experience of at least 1 year.
• Has experience with integrating or building HTTP APIs
• Has hands-on experience working with Python
• Good communicator

Optional Requirements:

• Has experience working in any of Django Rest Framework, Redis, Celery

Skit uses a microservices architecture where we employ both HTTP and GRPC to communicate between our services