Business Development Executive

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 Title: Mac OS Storage Driver Developer – SCSI

Location: Bangalore

Position Type: Full-time Contract

Shift: Day

Experience: 5 to 8yrs

Key Responsibilities:

• Develop and maintain macOS storage drivers with a focus on SCSI protocols using the DriverKit framework.

• Collaborate with hardware engineers to understand SCSI device specifications and design drivers that seamlessly interface with macOS.

• Implement storage driver functionalities including command handling, data transfer, error recovery, and performance optimizations.

• Debug and troubleshoot driver issues leveraging macOS debugging tools like LLDB and Instruments.

• Ensure driver compliance with Apple’s security, sandboxing, and code signing requirements.

• Develop and maintain test plans, documentation, and quality assurance procedures for storage drivers.

• Participate in code reviews and maintain high code quality and best practices.

• Provide technical support during driver integration, deployment, and production troubleshooting.

Job Requirements:

• A Bachelor’s or Master’s degree in Computer Science, Electrical Engineering, or a related discipline.

• Proven expertise in developing macOS storage drivers, specifically SCSI-based drivers using the DriverKit framework.

• Strong proficiency in C/C++ programming; knowledge of Swift or Objective-C is a plus.

• Deep understanding of DriverKit APIs, macOS user-space driver architecture, and IO Kit storage concepts.

• Solid knowledge of SCSI protocols, commands, and storage architecture including RAID.

• Experience with debugging and profiling tools on macOS (LLDB, Instruments, system logs).

• Familiarity with macOS security model, driver sandboxing, and code signing procedures.

• Knowledge of hardware interfaces (PCI, Thunderbolt, USB) relevant to storage devices.

• Excellent problem-solving ability and eLective communication skills.

• Ability to work independently and collaboratively in an Agile environment.

Preferred Qualifications:

• Experience with Agile methodologies and SCRUM frameworks.

• Cross-platform storage driver development experience.

• Knowledge of user-space driver and daemon interaction models.

• Familiarity with continuous integration systems and automated testing strategies.

IT Operations Management:

 Oversee daily IT operations including infrastructure, service desk, data center,

and network management.

 Ensure high availability, performance, and security of all IT services and

platforms.

 Implement and uphold ITIL best practices across incident, change, problem, and

service management.

 Lead and mentor the IT operations team to achieve performance and service

excellence.

 Monitor KPIs and drive continuous improvement in IT service delivery.

Presales Support for Managed Services:

 Collaborate with Sales and Solution Architects to develop tailored Managed

Services offerings for prospective clients.

 Participate in client meetings to present operational capabilities, service

models, and SLAs.

 Contribute to proposals, RFP responses, and technical documentation for

managed services solutions.

 Provide technical insights and feasibility assessments for client requirements.

Customer Infrastructure Transition:

 Lead the transition and onboarding of customer IT environments into our

Managed Services framework.

 Define and execute transition plans including discovery, documentation,

handover, and stabilization.

 Coordinate with internal teams and client stakeholders to ensure smooth

migration of services and minimal disruption.

 Identify risks and mitigation strategies during the transition phase.

Vendor and Compliance Management:

 Manage third-party service providers and ensure SLA compliance.

 Ensure adherence to industry standards, security practices, and regulatory

requirements.

 Participate in IT budgeting, procurement, and capacity planning.

Warehouse Executive: Supporting all Warehouse related functions, Material Inspection, Quality monitoring, Packing, Material Sorting, Working Shortages. Good Excel command. ERP working experience.

Job experience with Heavy machinery warehouse like JCB, Escorts, Caterpillar etc.

• Key areas of responsibilities:- 
• Maintenance and enhancements of current websites.
• System requirement gathering, development, testing and maintenance for new websites or applications.
• Managing user access to the various components of the company’s IT infrastructure based on an assessment of the user requirement and security.
• Managing the admin section for the company’s websites.
  Creating an environment for Dreamweaver editor for users to develop applications.
• Documentation Designing a database and coordinating the UI design.
• Integrating the MySQL database with the PHP applications.
  Maintaining web-based PHP applications.
• Designing and developing applications and websites.
  Resolving issues related to PHP development in different applications.
  
  
• Experience and skills required:- 
  
  Skills : PHP, Mysql, MVC, JS, JQUERY,HTML,CSS, AJAX , WORDPRESS.
  
  Experience : Min 3 year Qualification: Any technical background (MCA, BE, MSC Computer etc)

Smart Ship © Hub Digital is the company for you! We're looking for Project Manager Professionals from Maritime domain, in our growing global team.

Desired Candidate Profile:

• Good Customer success handling experience.
• Excellent verbal & written communication skills
• Excellent leadership & team managing skills, Customers and deliveries

Roles and Responsibilities:

• Arrange and participate in discussions to ensure solutions are designed for successful deployment.
• Delivering products in an iterative, agile software lifecycle Desired Competencies / Experience.
• Develop detailed project plan to track progress, Knowledge of managing projects with use of risk management, quality management & scope change management.
• Responsible for managing timing, resources, budget and quality commitments of programs. Manage software budget and resource plan of scrum teams in alignment with project needs.
• Has strong technical knowledge and expertise in resolving technical issues. Ensure project dashboards are up to date for stakeholders review Innovate and identify measures for quick and flawless project delivery. Assess technical skill requirements and ensure that resources can meet those requirements by creating learning opportunities.
• Lead technical project teams as required, including engagement with third parties, product managers, and internal partners, through all stages of the SDLC.

Education/Qualification:

BS/MS in computer science or prior experience as a software engineer

• Certified Scrum Master
• PMP or equivalent - nice to have to apply.

Responsibilities

• Will work with a team of test engineers to ensure the highest quality product delivery and define measurable metrics to gauge progress against objective QA goals.
• Set and drive expectations around quality for major releases grounded in solid customer impact and product understanding
• Understand how all elements of the system software ecosystem work together and develop QA approaches that fit the overall strategy
• Be responsible for development of test strategies and creation of appropriate test harnesses
• Oversee the development and execution of test plans and monitor and report on test execution
• Be a trusted partner for senior management to determine best solutions, help drive alignment and implement decisions throughout your team. 
• Generate and provide quality metrics for your area/application
• Collaborate with onsite managers on feature sprint planning and provide metrics on testing progress.
• Consistently maintain transparency with the work and identify potential risks during releases.

Basic Qualifications

• Bachelor’s degree in computer science, computer engineering or equivalent.
• 10+ years of industry experience.
• 5+ years of experience in hands-on testing and 3 years of experience as a manager.
• Experience managing senior test engineers
• Experience in Python
• Experience in automation testing
• Experience in managing resources and area ownership within a distributed and adaptable model.
• Strong knowledge in automated testing methods and technologies required, preferably with (Selenium, REST Assured, SoapUI)
• A solid engineering foundation indicated by a demonstrated understanding of product design, life cycle, software development practices, and support services.
• Experience with standard test, defect, and automation management tools such as HP ALM, JIRA, and Jenkins.
• As the team needs to develop continuous integration of the framework we are looking for someone with CI/CD Infrastructure experience.
• Proven track record to lead a team efficiently when working with tight deadlines across multiple projects while maintaining a balanced work environment.
• Experience coordinating teams across multiple sites and time zones
• Experience in delivering large releases to the customer through direct and partner teams.

Preferred Qualifications

• More than 3 years’ experience with scripting languages, such as Python.
• Experience with test automation tools and frameworks such as PyTest, Robot, and Postman.
• Experience with cloud environments such as GCP, AWS, and Azure.
• Experience with Kubernetes 
• Knowledge on testing open source applications
• Domain knowledge in Data Engineering.
• Strong organizational skills, ability to track multiple test executions.simultaneously and to be able to synthesize the results
• Experience in a SaaS environment that has an agile development process is a huge plus 
• Strong people management skills with a proven ability to hire and grow talented programmatic and user-level personnel
• Experience working closely with development and business teams to communicate problem impacts and to understand business requirements
• Experience in agile development methodologies with continuous integration

• PHP Web Development experience - Core PHP and PHP frameworks.
• Strong knowledge of PHP web frameworks {such as Laravel, Yii, etc depending on your technology stack}
• Should have positive and adaptive behavior. Strong knowledge of the common PHP or web server exploits and their solutions
• Basic understanding of front-end technologies, such as JavaScript, HTML5, and CSS3
• Understanding client requirements & functional specifications
• Developing and maintaining dynamic websites and web applications
• Ensuring foolproof performance of the deliverable
• Must be proficient in PHP, MySQL, CSS, HTML, JavaScript, AJAX, XML
• Experience with Joomla, WordPress, Drupal, Magento would be added advantage.
• Must have the capacity to work independently and as a part of a team
• Eager to learn new web technologies