Data Scientist

Data Scientist - Healthcare AI

Location: Bangalore, India

Experience: 4+ years

Skills Required: Radiology, visual images, text, classical models, LLM multi-modal

Responsibilities:

·      LLM Development and Fine-tuning: Fine-tune and adapt large language models (e.g., GPT, Llama2, Mistral) for specific healthcare applications, such as text classification, named entity recognition, and question answering.

·      Data Engineering: Collaborate with data engineers to build robust data pipelines for large-scale text datasets used in LLM training and fine-tuning.

·      Model Evaluation and Optimization: Develop rigorous experimentation frameworks to assess model performance, identify areas for improvement, and inform model selection.

·      Production Deployment: Work closely with MLOps and Data Engineering teams to integrate models into scalable production systems.

·      Predictive Model Design: Leverage machine learning/deep learning and LLM methods to design, build, and deploy predictive models in oncology (e.g., survival models).

·      Cross-functional Collaboration: Partner with product managers, domain experts, and stakeholders to understand business needs and drive the successful implementation of data science solutions.

·      Knowledge Sharing: Mentor junior team members and stay up-to-date with the latest advancements in machine learning and LLMs.

Qualifications:

·      Doctoral or master's degree in computer science, Data Science, Artificial Intelligence, or related field.

·      5+ years of hands-on experience in designing, implementing, and deploying machine learning and deep learning models.

·      12+ months of in-depth experience working with LLMs. Proficiency in Python and NLP-focused libraries (e.g., spaCy, NLTK, Transformers, TensorFlow/PyTorch).

·      Experience working with cloud-based platforms (AWS, GCP, Azure).

Preferred Qualifications:

o  Experience working in the healthcare domain, particularly oncology.

o  Publications in relevant scientific journals or conferences.

o  Degree from a prestigious university or research institution.

We will invite candidates for the selection process who meet the following criteria:

- Graduates/post graduates from the computer stream only (16 years of education – 10+2+4 or 10+3+3) having passed out in 2023/24

- 65% minimum marks in all semesters and cleared inonego

- Excellent communication skills - written and verbal in English

Further details on salary, benefits, location and working hours:

- Compensation: Rs. 20,000/- (inclusive of PF) stipend for first 3 months while on training and on successful completion Rs. 4LPA.

-Location: Pune

- Working hours: UK timing (8am – 5pm).

-Health insurance coverage of Rs 5L will be provided for the duration of your employment

Selection process

The selection process will consist of an aptitude assessment (1.5 hr), followed by a technical round (Java and SQL - MCQ) test (20 min) and a Java programming assignment. After clearing all the above rounds, the next round will be a personal interview.

We request that you only reply to this email message if you meet the selection criteria and agree with the terms and conditions. Please also mention which position you are applying for.

We will also ask you to answer the following screening questions if you wish to apply for any of these open vacancies.

Why shouldOnepointconsider you for an interview?

Which values are important for you at the workplace and why?

Where would you like to be in 2 to 3 years’ time in terms of your career?

Project Head for a well-funded construction tech platform backed by a renowned group.

Responsibilities

• Responsible for supervision and execution of project as per agreed design and cost parameters.
• To coordinate with local architects and contractors to ensure detailed plans are in line with the project expectations.
• To ensure availability of materials, equipment that are needed at site.
• To check with the statutory compliance of the project and to ensure that the project site is free from complications before starting the project.
• To provide technical guidance on site whenever & wherever required and resolving critical issues on site.
• To ensure that there is safe working environment at the site and check if all safety measures are taken care of.
• Should have successfully demonstrated capability to design and implement SOPs for end-to-end construction activities.
• Should be well conversant with the quality parameters and check lists for end-to-end construction processes and monitoring mechanisms to ensure compliance with quality standards.

What is the company looking for

• BE/ B. Tech in civil engineering.
• 2-4 years prior work experience in construction and real estate.
• Should be from Kolkata or willing to relocate to Kolkata.

Responsibilities: 

• Participate in all technical phases of the Solution Delivery Life Cycle including planning, requirements definition and solution design.
• Work closely with the Product development and other Application Management teams for continuous product improvements and Bug fixes.
• Reviews Functional/Business requirements for detailed technical solution and design (TDD).
• Build the functionality as per the functional requirements.
• Contribute to the technology roadmap for Microsoft business applications and systems.
• Will be responsible to environment upgrade/ maintenance and delivery of release packages for Integration solutions.
• Preparation of Customization Analysis Reports (CAR) for AppSource certifications.
• Follow Microsoft Roadmap to evaluate compatibility of ERP products with our solution.
• Should be able to work in European Shift and flexible enough to handle the customer calls and provide the solutions on high priority tickets at the extended time.

Qualifications and expectations: 

• Post-Secondary education in Computer Science and/ or related field with minimum 5 years of experience as techno functional consultant/analyst.
• Should have strong understanding of ERP integrations focused on APIs such as SOAP (XML) and REST (JSON).
• In depth technical knowledge of Microsoft ERP products (Business Central) and related business processes such as Procure to Pay and Order to Cash.
• Has a proven track record of delivering customizations, feature optimizations and environment upgrade and maintenance. 
• Strong Knowledge of C/AL, AL, X++
• Should have strong experience with Azure Logic and Function Apps, Azure Key vaults, Azure Storage Containers and Azure Application Insights. 
• Understanding of Global Indirect taxes such as GST, VAT, Sales tax and Use tax will be an added advantage. 
• Familiar with agile methodology, Azure DevOps/JIRA and prior experience with product development is a plus.

Ability to effectively manage multiple priorities simultaneously and work with a moderate level of supervision.

Educational Requirements

• Must possess a diploma/degree/certificate in graphic design / fine art/interface design from a recognized school, institute, or academy (NIFT, NID, Pearl Academy)

Experience:  5+ years, Proven experience with UI / UX / Graphic design with a portfolio of sample projects

Desired Candidate Profile:

Hard skills

• Experience with web and mobile app design
• Experience creating rapid prototypes
• Team management skill
• Working knowledge of responsive design and grid principles
• Strong typography, layout, and visual design skills
• Working knowledge of industry tools: Photoshop, Illustrator, InDesign, InVision, Sketch
• Working knowledge of the ideation and creation of UI design deliverables: Sitemaps, user flows, wireframes, lo-fi and hi-fi layouts, prototypes
• Ability to innovate and develop out-of-the-box solutions to complex user interaction problems

Soft skills

• Desire to learn and grow as a designer
• Proactive, independent working style
• Excellent communication skills – both spoken and written
• Ability to clearly articulate ideas and concepts
• Strong attention to detail and a keen eye for aesthetics
• Artistic eye for design, user interaction, functionality, and readability
• Strong team player who can collaborate effectively with different stakeholders
• Designers should demonstrate critical thinking and problem-solving skills
• Time-management skills to meet deadlines in a fast-paced environment
• Well organized and well planned (yes, we know this is a big ask!)
• Happy, fun-loving, and imaginative

Responsibilities:

• Develop standard UI components and style guides
• Build wireframes and storyboards to conceptualize the design
• Define visual elements, product elements, and overall design
• Taking design briefs to understand requirements
• Effectively communicate your designs to developers and other key stakeholders
• Create and implement interaction models and user interface specifications
• Conduct industry research and stay up-to-date on best practices, competitor UI designs, and emerging technologies
• Conduct, observe, and analyze usability testing sessions
• Conduct user testing of applications, software, and websites
• Develop consistent, intuitive architectures
• Support the QA team to make sure features are implemented in the coded version as intended
• Determine timeline and deliverables
• Evaluate and set best practices and standards
• Work with UI managers and team to define user flows and sitemaps
• Measure the human-computer interaction (HCI) element of a design
• Collaborate on scenarios, end-to-end experiences, and screen designs
• Work with frontend and backend developers as needed.

Responsibilities: 

• Contribute to managing end-to-end implementation project life cycle, driving optimization of operating models 
• Determine Project Scope, Objectives and Dependencies
• Develop and manage a detailed project schedule, work plan and key milestones
• Determine and Define Project Resource Allocations
• Manage Risks, Issues, Assumptions and Dependencies on Project by assigning appropriate ownership and escalations
• Capture project health metrics, maintaining a central repository for all projects and project information that provide insights into processes and frameworks that work 
• Establish and execute Project Governances viz., Steerco Meetings, Weekly Cadences and Track Action Items to closure
• Conduct governance calls for ongoing projects and ensuring project commitments are being met by Darwinbox’s implementation team as well as the Client’s implementation team 
• Develop and manage a detailed project schedule and work plan
• Collaborate with Client on requirement changes and initiate change management process
•  Identify, document and update the project scope for changes
• Initiate appropriate review and approvals on the changes
• Evaluate and analyze the impact of changes and communicate with stakeholders
• Seek approvals and commitments on the scope, cost and schedule
• Ensure SOP adherence, time-logging, effectively making use/ driving adoption of Project Management tools and methodologies 
• Review/prepare Project Plans for implementation projects and monitor resource allocation 
• Identify Stakeholder Communication Requirements on project performance metrics
• Collaborate with Product Teams on Product enhancements
• Document impact and prioritize changes to Product Backlog and timelines
• Stakeholder Reporting - Preparing status reports, highlighting risks to the project timelines, proactively escalating potential red flags, and recommending mitigation solutions 
• Track Project Closure / Handover activities to downstream teams. 

General Requirements: 

• B. Tech or an equivalent degree 
• MBA or an equivalent degree is preferred but not mandatory 
• Excellent written and verbal communication skills 
• Ability to work under pressure and adaptable to change 
• Excellent time management and problem-solving skills 
• Proficiency in MS Office tool.
• Any experience in MS SharePoint, MS Power Automate, Excel Macros, and Project Management Tools like JIRA, and Zoho Projects is an added advantage 
• Any Project Management (PMP/ Prince2/Agile CSM) or Agile certification is mandatory 

•  8-10 years of prior experience in a project management role is preferred with strong experience in HRMS implementation.