FPGA Designer

Role: Data Scientist

Location: Bangalore (Remote)

Experience: 3+ years

Skills Required - Radiology, visual images, text, classical model, LLM multi model

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

Job Purpose

• Deliver on significant portfolio indicators and maximise resolution/ roll backs/ normalization / recoveries and influence reduction in bucket inventory by enhancing performance.

• Be the executor of collection strategies implemented by the ACLM/RCLM/Centre Head.

• To ensure that all laid down processes are adhered to without any deviations. Have checks and balances to ensure smooth process adherence.

Liaison with other functions and departments viz. sales , credit, operations , RIC, Legal Receivables Management

Job Responsibilities(JR) :

• Manage and deliver monthly performance in terms of, resolution, roll backs, recovery rates/ values as per the target set for the assigned portfolio.

• Review field follow-up for the portfolio managed towards achievement of target set.

• Monitor the agency / field executive’s performances periodically.

• Achieve the money collection under principal, fees & charges as per targets.

• Regular visit to yard and reporting thediscrepancies / compliant items as a visitreport. (Applicable for Auto, Two Wheeler,

Agri & CTG Loans)

• Ensuring timely allocation and field follow- up.

• Effectively address disputes, expired etc cases to prevent any probable escalation and highlight sensitive accounts to Area Collection Managers to prevent the same.

• Ensure trails updates are recorded in web- collections for follow-up on skip marking,deceased specifically apart from follow-up on normal portfolio.

• Ensure that the agency resources are optimally used wrt the number of visits, contacts, PTP conversion ratio etc.

• Ensure that calls are made on the portfolio thru recorded lines during the month at the agency level and field visit updates are available in the web-collections. Call recordings have to be validated and updated in the visit report submitted to the agency process Management

• All Banks process to be adhered to in totality in Unit performance

• Cash deposit process including monitoring TAT taken by agencies to deposit money collected.

• Receipt Management – including receipt recon, sighting of unused receipts, completion of lost receipt formalities.

• Settlement process involving issue of settlementletters to be in line with approvals received.

• Manage escalations and ensure resolution of all cases.

• Ensure repo process including repo kit to vendors, usage of repo app at agency level, valuation, sale of vehicle (online/ off line), RC

book updation are managed as per the laid down guideline.

• Training programs to be done monthly and all employees to be covered for minimum man hours every quarter.

• All vendor bills are processed within 30 days of work and no vendor bill is left unprocessed for 60 days at any given point of time

• Ensure 100% usage of collection system and receipt mobility (HHT).

• Ensure nil delay in cash TAT and mis-posting of payments Vendor Management

• Management of field/ referral vendors

• Ensure compliance from the vendors on laid down processes.

• Monitor performance of field agencies and address performance deficiencies.

• Ensure 100% compliance of critical items like DRA certification/ police verification etc.

• Code of conduct to be followed by the vendor across aspects of field and tele calling.

• In case of yard management, ensure set targets for the inventory movement in yard and sale process are met.

Regular review of vendors/yards basis their performance, man power invested productivity expectations and process norms.

Relationships and Roles

To ensure smooth functioning of day to day process, the position is critical to have close interaction with following functions

INTERNAL

• Sales (Sales Manager) : coordinating with sales for feedback and resolutions on Non-starters / frauds. Sharing data regarding negative profiles and areas basis portfolio trends

• Local Operations/CPU : coordinating for regular schedule uploads, receipt management, PDC management , PDC presentation. For retrieval of relevant documents for skip tracing and fraud cases

• Process team (Process Managers and Central team): For process and compliance related items EXTERNAL

• Collection Agencies : For delivery of numbers and compliance to process and regulatory requirement

Code Of Conduct & HR Trainings

To follow code of conduct guidelines of bank. Code of conduct training to be done at agency level as per process guidelines.

To nominate and get mandatory trainings done for self as per HR training schedules.

Legal

• Initiating legal in high POS delinquent cases.

• Coordination with legal team for effective use and execution of legal tools.

Educational Qualifications

Graduate / Post Graduate / MBA

Key Skills

• Should possess good communication skills

• Good leadership quality and molding and supporting the team for desired results as per management expectations(for \agencies/off-rolls staff)

• Should be able to handle deadlines and compliance items

• Should be good on follow up and accomplishment of targeted achievements

Experience Required

Sufficient hands on work experience of min. 2 years and above in financial industry

• Should have managed a team of agencies staff/outsourced staff demonstrating high level of competence.

• Should be mature enough to handle customer and agency xecutives/vendors pressurized situations and ensure targets /deadlines

• Should be mature enough to handle people in pressurized situations and ensure targets /deadlines met.

Major Stakeholders

Customers

• Branch Banking Team

• Operations / Sales / Process / RIC / Legal

Responsibilities:

• Take on complex problems that span multiple components and teams.

• Independently own one or more multiple modules, which include: requirement analysis, design, development, maintenance & support

• Write extensive, efficient code to address complex modules that handle the interaction between multiple components.

• Rapidly iterate to add new functionalities and solves complex problems with simple and intuitive solutions

• Produce architecture with clean interfaces, that are efficient and scalable

• Participate and contribute to architectural discussions

• Solve production issues. Investigate and provide solutions to minimize the business impact due to the outage

• Continuously improve performance metrics of modules you own.

• Collaborate effectively across teams to solve problems, execute and deliver results

Requirements:

• Experience: 3+ years

• A Bachelor's or Master's Degree in Computer Science

• Software engineering and product delivery experience, with a strong background in algorithms

• Experience in architecting & building real-time, large-scale e-commerce applications

• Experience with high-performance websites catering to millions of daily traffic is a plus

• Excellent command over Data Structures and Algorithms

• Experience with web technologies, Go/Java/Python

• Language: GO or Python

• Strong expertise in DS and Algo

• Strong leadership skills - have experience mentoring, building products from scratch or incumbent in design and architecture.

• Have worked in the scaling of the system right from scratch.

• Someone worked in small user base to a large user base and wrote optimized code

• Both HLD and LLD

This is a full-time. Must have Odoo development experience:

• Hands-on coding(is must) on Python, PostgreSQL, JavaScript;
• Hands-on Proficiency in writing complex SQL queries and query optimisation.
• Experience with Odoo framework, Odoo deployment, Kubernetes or docker.
• Frontend with Owl.js or any JavaScript Framework;
• Strong foundation in programming.
• API integration and data exchange.
• At least 4+ years of Odoo development.
• Team leadership experience.

If interested update your details in the link given below

shorturl.at/ltMP7

We are looking for a talented Front-end Engineer capable frontend developer to join OneFin!

Responsibilities

• Work closely with the design and backend team to build and develop web applications for our forward-thinking products.
• Design large-scale systems with high complexity to support our high throughput applications.
• Understand how to leverage infrastructure for solving such large-scale problems.
• Develop tools and contribute to open source wherever possible.
• Adopt problem-solving as a way of life - always go to the root cause.
• Develop scalable front-end engineering, for the largest FinTech companies in India who use our product.
• Actively think about improving UX and UI.
• Collaborate with the team to discuss and implement ideas.
• Build responsive, robust, and optimized applications.

• Professional development experience with Angular 10
• At least 1-3 years of JavaScript development experience for web applications.
• Strong eye for design, UI, and UX.
• Passion for front-end development.
• Willingness to learn and experiment with new technologies.