Finance Executive

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.

About the Company:
Our client is an Entertainment Network that owns 73 frequencies and is an advertising partner for another 3, across 63 cities, making it India's largest private FM radio broadcaster. With the highest listenership across the country and a track record of developing innovative content, it has been expanding and retaining its audiences and advertisers through the years.

DUTIES / ACCOUNTABILITIES

Responsibilities include, but may not be restricted to:

• Analyze an organization and understand its processes and systems, to define the current state of the process (as is process map) and documenting relevant information needed to determine automation potential. The examples are as below :

• Process steps, number of applications involved, and process steps per application
• Process volumes, including any seasonal variations.
• FTE needed to execute the process
• Average handling time
• Process interdependencies
• Target SLA , Financial or regulatory points associated with the process.
• Process error rate, error volumes, and exception handling steps
• % of process steps including paper, voice, digital etc.

• Define the future state and/or business solution to automate the defined processes by designing the to-be process maps that includes some of the following information:

• Identifying & documenting clearly
  • The steps in the process suited for automation
  • The source systems, work queues, the flow of the steps, the decision points, the exception paths, and the business rules
  • Outputs and exceptional handling scenarios
  • Scenarios and test data
• Reduction in Average handling, and FTE takeout as a result of automation
• Recommendations to alter or reengineer process to improve automation potential
• Processes that are not suitable, or would not lend any return on investment

• Ensures the designs are documented within the defined project timelines, and with quality.
• Performs Quality Control via reviews of the design created by other business analysts.
• Responsible for receiving the sign-off on the design from the customer, and place the design under configuration control.
• Serves as the functional expert for the development and test teams.
• Resolve queries/issues from the development and test teams.

 KEY SKILLS

• 6 - 10 years of experience in requirements gathering, requirement management, gap analysis and SDLC.
• Working experience as a process architect/business analyst
• Experienced in writing Use Cases and High Level Functional cum Technical analysis deliverables
• Experience in working with key business representatives, data owners, end users, application designers and data architects to model current & to be processes.
• Eye for detail and good documentation skills are needed
• Fluency in English, both written and verbal essential
• Strong ability to understand the steps of a process that lend itself to automation. Knowledge of key features of the automation product is needed.
• Advanced problem solving and analytical skills. 
• Ability to multi task in a fast-paced environment.

·      Consumer Insights driven marketer with a keen understanding of consumer trends/sentiment

·      5-7 yrs of Brand Marketing experience in FMCG/E-commerce/Electronics/Lifestyle experience

·      Build cultural, category & competition learnings for a better innovation pipeline/market-specific communication

·      Able to link strong customer insights to clear marketing actionables with measurable ROI

·      Sound knowledge of Channel media mix- Conceptualization & end to end implementation is a must.

·      Able to independently devise marketing calendars with actionables for multiple categories

·      Has a proven track record of strong brand credentials having built credible reputation for the brand in digital ecosystems

·      Able to Independently manage advertising/agencies

·      Partner with the marketing and creative team to provide insights and strategic direction.

·      Lead creation of communication briefs, basis the identified insights

·      Own campaign assessments and feedback loop for improvements/course corrections

·      Sound knowledge of Research including Brand Track, its implications etc

Expected Skills :-

• Knowledge/Application of data structures and algorithms.-
• Problem-solving attitude : This means when you face a problem (not necessarily technical), your natural reaction is "How can I solve it best" rather than "How can I get out of it/avoid it/overlook it"-
• Working knowledge in Java(SpringFramework) is a must.
• Working knowledge in ReactJs is a plus.- Working knowledge in Python, MongoDB is a plus.
• The founding team has extensive experience in launching and scaling up fintech products & New business verticals. The founders have rich leadership experience across Consulting, fintech and payment companies

Please find below the required skill set

Skillsets:

• Strong Experience in Ruby on Rails
• Solid understanding of Ruby principles and core concepts.
• Good understanding of Object Oriented Concepts and principles.
• Understanding of RESTful/ SOAP APIs.
• Good understanding of front-end technologies including HTML5, CSS3, JavaScript, jQuery, ReactJS and Bootstrap framework.
• Knowledge/ Experience in SQL and PL/SQL programming.
• Excellent communication Skill.

Your role in helping us shape the future:

Gogo Commercial Aviation, An Intelsat Company has an exciting opportunity for a Software Engineer. You will help us design and develop solutions aimed at providing a means to manage and deploy the configuration specifics of aircraft, based on airlines, aircraft deployed technology, fleet and installation requirements. This solution uses a combination of configuration management and cloud-based deployment using AWS which also requires an understanding of network / telecom protocols.

Are you up to the challenge?

The ideal candidate for this role will be a working member of an engineering team delivering quality technical solutions carrying through from design to deployment. This role requires solid understanding of the design and development process, using CI / CD technologies. Your role will be crucial in designing and delivering complex products and solutions across technologies products and tools, improving quality of the code by following coding standards/guidelines, using static code analysers, maximum unit test coverage and automating the test cases.

Can you drive these processes?

• Develop groundbreaking and distributed solutions with high availability and impact.
• Work with the Architects/ Technical lead / Product Owner to understand user requirements, convert BDD scenarios or user stories into product functionality.
• Work with the team members collectively to own and deliver features and flexible to take up any type of tasks like develop, automate and test to complete feature.
• Perform code reviews and associated engineering quality checks clearly and consistently.

You should definitely have:

• Bachelor's degree in Computer Science, Engineering, or related discipline
• 2 - 5 Years of experience in systems implementations with a focus on both custom application development & commercial systems software implementations
• Knowledge and experience in multiple technical disciplines required (development, QA, devops, etc)
• 2+ years of in-depth development experience with Java / C++ / C / Go.
• Experience in CI/CD and AWS deployments (EC2, SQS, SNS, Lambda, S3, Aurora, DynamoDB)
• Advanced knowledge of software development lifecycles; expert knowledge in Agile and Lean methods.
• Proponent of DevOps, TDD, Agile/XP practices, and CI/CD pipelines
• Ability to work under pressure, prioritize work, coordinate with onsite stakeholders and well organized.
• Flexibility in working with technologies and platforms.
• A commitment to excellence, best practices, and the continuous improvement of our products, code base, processes, and tools.

It would be nice if you had:

• Experience with Scaled Agile Framework (SAFe) work environments

What it’s like to work with us:

Intelsat is connecting the world and transforming the satellite landscape by reaching beyond the traditional satellite industry. We are defining new products that will open new, profitable markets. To help us reach this goal, you should be a bold thinker who will perform a key role in shaping Intelsat innovation for years to come.

• We emphasize personal and professional growth
• Awesome benefits including Leave Benefits, medical and training
• Fun, diverse, and inclusive culture

Intro

We are looking for an Software Engineer (SDE1) to join our team and drive the technology growth of our pay later platform. At Rely, we want passionate and talented individuals that want a challenge building the next generation payment products for Millennials across Asia. Together we will build the best products using amazing technology.

What will you do

• Design and implement business critical, high performance large scale services.
• Translate business requirements into scalable and extensible design.
• Coordinate with cross functional teams (Data, UX, QA etc.) on planning and execution.
• Continuously improve code quality, product execution and customer delight.
• Proactively manage stakeholder communication related to deliverables, risks, changes and dependencies.
• Building and managing automated build/test/deployment environments.
• Work with team members on functional and nonfunctional requirements and spread goals across the team.
  
  

What will you need

• 2+ years of hands-on experience with python and a backend framework (ideally django)
• 1+ years Hands-on experience working with Javascript and JS frameworks (Angular, React)
• Hands-on experience in designing, developing, testing and deploying applications large scale applications in any language or stack
• Experience working with high scale distributed systems.
• Practical knowledge of scalable software design.
• Good working knowledge of AWS
• Proficient with APIs, web protocols, OAuth, git.
• Ability to understand and implement Continuous Integration and Continuous Delivery.
• Well versed with Lean methodologies, TDD and Test Engineering and Automation.
• Ability to design and implement low latency RESTful services.
• Willingness to learn new languages and methodologies.

What would be a bonus

• Experience in production environments with large data sets
• Experience in scaling systems to millions of users.
• Work experience in a fast-growth startup
• Experience in DevOps tools but not limited to Docker, Kubernetes
• Experience in Gunicorn and Nginx