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We are looking for a talented and driven Data Scientist to join our growing Analytics team in India. In this role, you will work at the intersection of advanced machine learning, scalable MLOps infrastructure, and domain-specific healthcare analytics. You will collaborate closely with cross-functional teams to build, deploy, and maintain production-grade ML models that drive real-world impact in clinical trials and healthcare operations.

KEY RESPONSIBILITIES

End-to-End ML Development

•     Design, build, and optimize predictive models across the full ML lifecycle—from data ingestion to model serving.

•     Conduct rigorous Exploratory Data Analysis (EDA) to surface insights and drive feature engineering decisions.

•     Validate model performance using appropriate statistical techniques and domain knowledge.

MLOps & Production Deployment

•     Deploy, monitor, and maintain production-grade ML models using Databricks MLFlow endpoints and Unity Catalog.

•     Implement CI/CD pipelines for model versioning, experiment tracking, and automated retraining.

•     Ensure model reliability, observability, and performance in live production environments.

Language Models & LLM Applications

•     Apply transformer-based models (BERT, ClinicalBERT, Trial2Vec) for NLP tasks including classification, NER, and information extraction.

•     Build and maintain vector similarity search pipelines for semantic retrieval and recommendation use cases.

•     Fine-tune pre-trained models for domain-specific applications in clinical and healthcare contexts.

•     Support exploratory work around LLM integration and prompt engineering for internal tooling.

Domain-Driven Analytics

•     Apply advanced analytics within complex healthcare and clinical trial datasets—including patient records, trial protocols, and adverse event data.

•     Translate ambiguous business problems into structured analytical frameworks with measurable outcomes.

•     Partner with domain experts, product managers, and engineering teams to deliver data-driven solutions.

REQUIRED QUALIFICATIONS

Education

•     Bachelor’s or Master’s degree in Computer Science, Statistics, Mathematics, Bioinformatics, or a closely related field.

Experience

•     2–4 years of hands-on experience in a data science or machine learning role.

•     Demonstrable experience deploying ML models in production environments (not just prototyping).

Technical Skills

•     Strong proficiency in Python (pandas, NumPy, scikit-learn, PyTorch / TensorFlow).

•     Experience with Databricks, MLFlow (experiment tracking, model registry, endpoints), and Unity Catalog.

•     Hands-on experience with BERT-family models and Hugging Face Transformers library.

•     Familiarity with vector databases (e.g., FAISS, Pinecone, Weaviate) and embedding-based retrieval.

•     Solid understanding of SQL and working with large structured/unstructured datasets.

•     Exposure to cloud platforms (AWS / GCP / Azure) and distributed computing frameworks (Spark).

GOOD TO HAVE

•     Prior experience with clinical trial data standards (CDISC, CDASH, SDTM) or healthcare ontologies (SNOMED, ICD-10).

•     Familiarity with Trial2Vec or similar trial-to-vector embedding approaches.

•     Experience with LLM fine-tuning, RAG pipelines, or prompt engineering in a production setting.

•     Knowledge of regulatory and compliance considerations in healthcare AI (e.g., FDA guidelines, HIPAA).

•     Contributions to open-source ML projects or published research.

THIS ROLE IS NOT FOR YOU IF…

•     You have strong SQL/BI skills but limited hands-on ML modelling experience — or you’ve built models only in notebooks without ever deploying them to production.

•     Your LLM exposure is limited to API calls and prompt engineering — with no experience fine-tuning models, working with embeddings, or building vector search pipelines.

Job Description:

We are seeking an experienced Cognos Developer with strong expertise in Cognos Analytics 11 (C11) to design, develop, and maintain interactive dashboards and reports. The ideal candidate will work closely with business stakeholders to translate requirements into scalable BI solutions, leveraging Cognos Framework Manager, Report Studio, and Dashboard capabilities.

Key Responsibilities:

• Develop and maintain reports and dashboards using Cognos C11.
• Work with stakeholders to gather and analyze reporting requirements.
• Design data models and metadata using Framework Manager.
• Optimize report performance and troubleshoot issues.
• Ensure data accuracy and report integrity.

Required Skills:

• 3+ years of experience with IBM Cognos (preferably C11).
• Proficient in creating dashboards, visualizations, and reports.
• Strong SQL and data analysis skills.
• Experience with Framework Manager and Data Modules.
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Thirega@ vysystems dot com - WhatsApp - 91Five0033Five2Three

Your Impact:

•                 Implements Digital Consumer experiences based on a foundation of SFCC (Salesforce commerce cloud) to meet expected quality standards

•                 Ensures functional requirements and high-level solution designs are understood and are translated into detailed technical design

•                 Implement proofs of concept to prove any new technologies, application flows or integration scenarios and identify customizations needed to SFCC platform for meeting client requirements

•                 Guides the performance tuning and scalability of the ecommerce solution

•                 Diagnose and solve technical problems during implementation and support phases

Your Skills & Experience:

•                 4-8 Years with 2+ years of implementing commerce application on any eCommerce platform in last 3 years

•                 If you have not worked in eCommerce platform, we can still discuss with you if you are expert in Java/.Net and understand REST/SOAP webservices.

•                 Demonstrate proficiency in build and release management using CI/CD strategies (leveraging tools like Jenkins and DevOps practices), implement Mocha/Chai unit and functional test cases in order to reduce costs while ensuring quality

•                 Contributes to designing, implementing and documenting the build release process as well as system configuration and deployment characteristics of the applications

•                 Participates in technical walkthroughs/ code reviews of other team members’ components, test plans and results and help them with gaps

•                 Collaborate with architect to define implementation processes and quality gates and standards

•                 Identifies risks and issues, and help monitor them

•                 Guides the development of reference and resource materials

•                 Mentors developers in improving their platform knowledge and development skills

•                 Communicate technical design to the developers and help/guide them in the implementation

•                 Participates in Agile sprints

Set Yourself Apart With:

•                 eCommerce platform certification

•                 Security considerations – OWASP, CSRF, reCAPTCHA etc. – Basic knowledge or experience

•                 Git Development workflow – Proficient

•                 Visual Studio Code IDE or Eclipse IDE - Proficient

•                 Knowledge on Agile methodology and desired tools like Jira, confluence etc.

•                 Scripting/development experience with Node.js, Mocha/Chai

•                 Experience working in any Salesforce cloud environment like SFMC, SFSC etc.

•                 Excellent written, verbal communication and articulation skills & Good team player

•                 Self-starter and self-learner with keen interest to grow

•                 Process orientation and the ability to define and setup processes

•                 Ability to provide necessary coaching to bring team members up to speed on the technology

•                 Ability to prioritize and manage multiple tasks

•                 Excellent and innovative approach to problem solving and finding solutions

•                 Flexible and proactive/self-motivated working style with excellent personal ownership of problem resolution

Nucleus Software:
.Net / C#/  Cobol- Targo

Job Description

1)Ability to function well in teams.
2) Active participation in problem solving and decision making.
3) Build good relationship with customers.
4) Carry out the required technical and user documentation.
5) Cooperate with team members for achieving team goals and objectives.
6) Effectively contribute in code walk-throughs and review sessions.
7) Ensure customer expectations are understood and met in all respects.
8) Ensure quality of implementation and scheduled deliverables.
9) Evaluate alternative design options and coming up with optimised database and system designs.
10) Good Communication and Inter-Personal Skills.
11) Initiate process improvement and ensure compliance to quality standards.
12) Inspire team members to achieve high standards of performance.
13) Knowledge of Nucleus products and projects.
14) Lead and manage software development in one or more modules of a project.
15) Logical and analytical approach to problem solving.
16) Maintain quality records and generate reports for senior levels.
17) Provide guidance on technical issues to fellow team members.
18) Should be able to lead a team of 4-5 developers.
19) Understand customer requirements and technical specifications of assigned projects.
20) Write code in adherence to coding standards and optimising the same.
21) Write test plans, executing unit testing and participating in the integration of the entire system.

Work Location: CHENNAI, Or else Noida

Work Experience: minimum 4 years

About Company

Company is an award winning Agri-Tech startup that uses global leadership and expertise in the areas of agriculture and technology to transform the age-old practices of the dairy business to a modern and interesting way of doing the same by infusing technology into farmers’ lives. We are solving the burning problems of dairy farmers by extending the highly lacking technology support to the farmers. We plan to provide AI/Vet, E-commerce, and Fin-tech services to the farmers and simultaneously solve the last mile delivery problem using technology.

It is a purely tech-oriented company and is founded by alumni from IIT Roorkee and London School of Economics. The MoooFarm research team has developed and patented World’s first Cattle Facial Recognition, and is also working with Microsoft for cattle disease detection using udder image. 

What will you be working on?

• Build and nurture high performing teams of skilled software engineers. Find and hire top talent for your team
• Take the accountability of the overall health of the products you build and predictability of the deliverables of your team
• Develop the long-term strategy for your systems, while aligning them to the goals of the organization and translate that into an achievable road map.
• Manage and execute against project plans and delivery commitments.

Experience:

• 8+ years of industry experience in product based companies.
• Have engineering management experience in a high-growth B2C startup or medium-sized product-focused B2C tech company
• Demonstrated track-record of delivering well-engineered products with modern technologies.
• Experience in building and architecting products along with exposure to frontend development / Mobile / Web Apps development.
• Experience building full-stack applications with hands-on experience in the combination of programming languages: React JS, Node JS, Python, AWS, Java, microservices, etc.
• Strong expertise on one or more SQL/NO-SQL databases (MySQL, Mongo, Postgres, etc.)
• Exposure to multiple cutting edge open-source frameworks required to build microservices architecture (API Management and Testing, Messaging - Kafka, SQS, RabbitMQ, etc. Monitoring - NewRelic, ELK, etc. Container orchestration. ).
• Experience in building, deployment and maintaining high scale applications on public cloud (AWS, GCP, Azure)
• Expertise in agile software development processes, continuous integration, test automation and tools like Confluence, Git, Jenkins, and Jira.