Oracle OPM Consultant

Role: Data Scientist

Location: Bangalore (Remote)

Experience: 4 - 15 years

Skills Required - Radiology, visual images, text, classical model, LLM multi model, Primarily Generative AI, Prompt Engineering, Large Language Models, Speech & Text Domain AI, Python coding, AI Skills, Real world evidence, Healthcare domain

JOB DESCRIPTION

We are seeking an experienced Data Scientist with a proven track record in Machine Learning, Deep Learning, and a demonstrated focus on Large Language Models (LLMs) to join our cutting-edge Data Science team. You will play a pivotal role in developing and deploying innovative AI solutions that drive real-world impact to patients and healthcare providers.

Responsibilities

• LLM Development and Fine-tuning: fine-tune, customize, and adapt large language models (e.g., GPT, Llama2, Mistral, etc.) for specific business applications and NLP tasks such as text classification, named entity recognition, sentiment analysis, summarization, and question answering. Experience in other transformer-based NLP models such as BERT, etc. will be an added advantage.

• Data Engineering: collaborate with data engineers to develop efficient data pipelines, ensuring the quality and integrity of large-scale text datasets used for LLM training and fine-tuning

• Experimentation and Evaluation: develop rigorous experimentation frameworks to evaluate model performance, identify areas for improvement, and inform model selection. Experience in LLM testing frameworks such as TruLens will be an added advantage.

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

• Predictive Model Design and Implementation: 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 Required

• 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)

Additional Skills

• Excellent problem-solving and analytical abilities

• Strong communication skills, both written and verbal

• Ability to thrive in a collaborative and fast-paced environment

Qualifications:*

1. 10+ years of experience, with 3+ years as Database Architect or related role

2. Technical expertise in data schemas, Amazon Redshift, Amazon S3, and Data Lakes

3. Analytical skills in data warehouse design and business intelligence

4. Strong problem-solving and strategic thinking abilities

5. Excellent communication skills

6. Bachelor's degree in Computer Science or related field; Master's degree preferred

*Skills Required:*

1. Database architecture and design

2. Data warehousing and business intelligence

3. Cloud-based data infrastructure (Amazon Redshift, S3, Data Lakes)

4. Data governance and security

5. Analytical and problem-solving skills

6. Strategic thinking and communication

7. Collaboration and team management

We build a cloud-based business platform where manufacturers & traders can network with each other and discover trusted buyers and suppliers on the network. Our team consists of generalist engineers who work on building modern websites (SPA & Isomorphic), mobile apps for Android & iOS, REST APIs and servers, internal tools, and infrastructure for all our users.

What do I need?

Graduation/Post-Graduation in any stream (Mandatory Pedegree)

2-5 years experience in Product Management in any company Strong in data analysis with hands on experience in MS Excel and SQL

Strong problem solving skills and willingness to roll up one's sleeves to get the job Skilled at working effectively with cross functional teams in a matrix organization

Willingness to learn and read about new technologies

Product Management, Product Strategy, Analytical Skills, Data Analytics, SQL, MS-Excel, Microsoft Excel, Innovation and Product innovation What will I be doing?

Take ownership of key company metrics assigned to him/her such as Retention, Activation, Growth Regularly interact with customers, customer success team and industry experts to come up with ideas to drive their metrics

Be very proficient in studying and analysing the usage and product data to understand customer behaviour

Work closely with the technology team to ensure their ideas are quickly tested in production environment with frequent iterations Ensure successful ideas get implemented in the product in a scalable and optimized manner

Assesses market competition by comparing the company's product to competitors' products

Work closely with the Growth Team to understand the type of customers we are targeting and their needs and If required, PM can help the growth team in fine tuning the target market and buyer profiles

Work closely with the Customer Success Team to ensure customer delight and success

Identify growth hacks to exponentially increase product usage and adoption by delivering more value to customers

2-3 years in core product 
Pedegree is must (IIT, IIM)
B2C
Fintech
Journey from Product Analyst to product manger
Bussiness side growth

• Planning concepts by studying relevant information and materials.
• Illustrating concepts by designing examples of art arrangement, size, type size, and style and submitting them for approval.
• Preparing finished art by operating necessary equipment and software.
• Contributing to team efforts by accomplishing tasks as needed.
• Creating a wide range of graphics and layouts for product illustrations, company logos, and websites with software such as Photoshop.

Reviewing final layouts and suggesting improvements when necessary

1.Create content properties that drive cross-platform interaction for the brand

1. Work with creative team, to create and deploy quality content, across digital communication channels
2. Ensure adherence to brand and internal guidelines for communication across digital channels
3. Execute editorial calendars and content programs for various digital platforms like blogs, websites,

microsites etc.

1. Be a part of strategy team, create and execute 360-degree brand campaigns on web and mobile
2. Track and analyze content performance, and suggest solutions
3. Conceptualize and co-create content for scalable websites

Required Candidate profile

1. 
   Eye for Grammar, Clarity, Accuracy and Creative language
2. Must have exposure to International Trends
3. Must have excellent command over Proof Reading and web content writing
4. Review & Rewriting of Content. Proof reading and writing for web based applications
5. Excellent Researching and Conceptualization Skills

• Bring in a "can-do" attitude
• Passion towards technology and software engineering - open source, pet projects, conference talks, getting better at writing clean code.
• Participate in a highly fluid environment applying agile software development principles.
• Carry out unit tests and other quality control mechanisms to inform and validate the designs and code
• Work with product owner/BAs to bring an end to end perspective of the problem.
• Ability to ask the right questions and communicate your ideas with clarity.
• Ability to collaborate with various stakeholders and take complete ownership.
• Participate actively in building one of the most impactful organizations in retail technology.

• Quickly adapt to our startup environment which is both demanding and fast-paced (but is also a lot of fun).
• Eager in learning new concepts, technologies and be productive in short time.
• Convert a raw idea into usable real-life software products Write modular, readable and maintainable code.
• Good understanding and working knowledge of technologies worked.
• Demonstrate good problem solving skills
• Own and be able to manage a small to medium sized modules.
• Demonstrate ability to guide and coach a new team member or fresher.

• Deploy company Application on customer public cloud and on-premise data centers
• Building Kubernetes based workflows for wide variety of use cases
• Document and Automate the deployment process for internal and external deployments
• Interacting with customers over call to deployment and debugging
• Deployment and Product Support

Desired Skills and Experience

• 4-6 years of experience in infrastructure development, or development and operations.
• Minimum 2+ years of experience in docker and kubernetes.
• Experience working with Docker and Kubernetes. Aware of Kubernetes Internals, Networking etc. Experience with Linux infrastructures tools.
• Good interpersonal skills and communication with all levels of management.
• Extensive experience in setting up Kubernetes on AWS, Azure etc.

Good to Have

• Familiarity with Big Data Tools like Hadoop, Spark.
• Experience with Java Application Debugging.
• Experience in monitoring tools like Prometheus, Grafana etc

Key Responsibilities:

• Participate in full project life cycle (including requirement analysis, system design, development, and support if required).
• Partner with Project Managers, Business Analysts, and other developers to plan project work by providing estimates, risk analysis, technical options.
• Support and work collaboratively with teams across areas of design, development, quality assurance, and operations.
• Help define the vision for a product, identify dead ends and routes with untapped potential.
• Attend meetings to discuss and demonstrate solutions at both a technical and business level.

Required Skills

• 5+ years of web application development experience using at least one of the following: Javascript, Web Components, Angular, Polymer, ReactJS, Redux, LitElement, Svelte, VueJS, or knockout.js. Web Components is used and preferred.
• Experience with SPA (Single Page Application) design and implementation
• Experience with HTML5/CSS3/JavaScript/ and AJAX
• Experience working with a variety of APIs and RESTful interfaces
• Experience with performance optimization
• Experience integrating security best practices into the SDLC
• Experience with Git
• 1+ years of Agile development experience
• Experience manipulating and working with data in a variety of forms: csv, xml, json, structured and unstructured
• Intellectual curiosity and drive; self-starters will thrive in this position
• Passion for Technology: excitement for new technology, bleeding edge applications, and a positive attitude towards solving real world challenges

Desirable Skills

• SQL experience. PostGreSQL a plus.
• Knowledge of AWS or other cloud environments is a plus.
• Knowledge JIRA, Bamboo, Confluence, or BitBucket a plus.
• Experience with CI/CD is a plus.
• Experience working with databases and web applications in analytics, reporting or Business Intelligence is a plus.

• Strong Java software development experience – with a focus on Java 8 & 9
• Experience with NoSql databases – ideally with MongoDB
• Experience implementing REST apis – ideally with JAX-RS
• Experience with Reactive Programming – ideally with RxJava
• Experience implementing unit tests

• Experience developing applications in fintech or established financial institutions
• Experience with microservice architectures
• Experience developing systems that can scale to large amounts of data
• Experience working in Agile Scrum
• Experience working on a globally distributed team