Data Scientist

2 months ago


Pune Maharashtra, India BMC Software Full time

**Basic Information**:
Country:
India

State:
Maharashtra

City:
Pune

Date Published:
17-Oct-2024

Job ID:
43343

Travel:
You may occasionally be required to travel for business

Secondary locations:
IND Bangalore II

**Description and Requirements**:
CareerArc Code

CA-SG

LI-SG1

Hybrid: #LI-Hybrid

**"At BMC trust is not just a word - it's a way of life"**

We are an award-winning, equal opportunity, culturally diverse, fun place to be. Giving back to the community drives us to be better every single day. Our work environment allows you to balance your priorities, because we know you will bring your best every day. We will champion your wins and shout them from the rooftops. Your peers will inspire, drive, support you, and make you laugh out loud

We help our customers free up time and space to become an Autonomous Digital Enterprise that conquers the opportunities ahead - and are relentless in the pursuit of innovation

The DSOM product line includes BMC’s industry-leading Digital Services and Operation Management products. We have many interesting SaaS products, in the fields of: Predictive IT service management, Automatic discovery of inventories, intelligent operations management, and more We continuously grow by adding and implementing the most cutting-edge technologies and investing in Innovation Our team is a global and versatile group of professionals, and we LOVE to hear our employees’ innovative ideas. So, if Innovation is close to your heart - this is the place for you
- You will be part of the Data Science team in Data Service Operations Management (DSOM) BU working on HelixGPT. HelixGPT is a generative AI solution from BMC tuned for IT, HR, enterprise service management (ESM), and operations use cases. The role combines both traditional data science responsibilities and cutting-edge model development. You will be responsible for a wide range of tasks, including data analysis, model building, and communicating findings to stakeholders

**Here is how, through this exciting role, YOU will contribute to BMC's and your own success**:

- Build out prototypes using a variety of cutting-edge technologies and tools.
- Develop quantitative models using a variety of programs/software to support predictive assessments.
- Support adoption of Artificial Intelligence (AI) and Machine Learning (ML) solutions.
- Perform multiple forms of advanced analyses, sustainment, optimization, text analytics, machine learning, parametric and non-parametric statistical models & techniques.
- Build, test, validate and demonstrate analytical models through various relevant error metrics and calibration techniques.
- Design algorithms that require several different models/methods to be used in an ensemble.
- Deploy models into production.

**To ensure you’re set up for success, you will bring the following skillset & experience**:

- 5+ years of experience in Python, Package Managers like pip, conda
- Prompt writing skills using OpenAI and Open-Source models like Llamma etc.
- Hands-on experience with LangChain framework and proficiency in integration with OpenAI models and Open-Source models like Llamma, etc.
- Hands-on Exposure to vector databases, and advanced RAG
- Elastic search proficiency - specifically in “vector search” (Elastic or OpenSearch)
- Understanding of encoder-decoder model architectures.
- Knowledge of the latest techniques in the GenAI space such as LORA adaptors, PEFT, quantization
- Experience in practical training cycles, GPU usage and inference accelerators
- Experience designing and developing deep learning, machine learning, optimization and statistical models using frameworks like Tensorflow, Keras, PyTorch, MXNet

**Whilst these are nice to have, our team can help you develop in the following skills**:

- Hands-on explore to Knowledge Graphs is a plus.
- Knowledge of fine tuning LLMs including BERT and GPT based.
- Familiarity with various algorithms Inverted File Product Quantization (IVFPQ) or Hierarchical Navigable Small Worlds (HNSW) or other relevant algorithms
- Great communication skills, ability to explain predictive analytics to non-technical audience
- Proficiency in data exploration techniques and tools
- Self-starter and intellectual curiosity

**Our commitment to you**

BMC’s culture is built around its people. We have 6000+ brilliant minds working together across the globe. You won’t be known just by your employee number, but for your true authentic self. BMC lets you be YOU

If after reading the above, You’re unsure if you meet the qualifications of this role but are deeply excited about BMC and this team, we still encourage you to apply We want to attract talents from diverse backgrounds and experience to ensure we face the world together with the best ideas


  • Data Scientist

    6 months ago


    Pune, Maharashtra, India Data Dynamics Full time

    **Objectives of this role**: - Collaborate with product design and engineering teams to develop an understanding of needs. - Research and devise innovative statistical models for data analysis. - Build innovative models and integrate them in our product. - Communicate findings to all stakeholders. - Keep current with technical and industry...

  • Data Scientist

    7 hours ago


    Pune, Maharashtra, India Data Axle Full time

    **About Data Axle**: **Data Axle Inc. has been an industry leader in data, marketing solutions, sales and research for over 45 years in the USA. Data Axle has set up a strategic global centre of excellence in Pune. This centre delivers mission critical data services to its global customers powered by its proprietary cloud-based technology platform and by...

  • Data Scientist

    3 months ago


    Pune, Maharashtra, India Data Direct Networks Full time

    Overview: This is an incredible opportunity to be part of a company that has been at the forefront of AI and high performance data storage innovation for over two decades. DDN Storage is a global market leader renowned for powering many of the world's most demanding AI data centers, in industries ranging from life sciences and healthcare, to financial...

  • Data Scientist

    6 months ago


    Pune, Maharashtra, India iSHR Full time

    **About the job Data Scientist**: **Job Description**: Data Scientist 1. Develop and maintain data pipelines for processing large datasets using Python and relevant libraries such as Pandas and NumPy. 2. Parse log files and other data sources to extract relevant information and insights. 3. Connect to various databases and APIs to fetch, manipulate and...

  • Data Scientist

    6 months ago


    Pune, Maharashtra, India Synoris Information Systems Pvt Ltd. Full time

    **Job description** **Synoris** is a leading software company dedicated to providing innovative solutions to enterprise solutions. We are currently seeking a highly skilled and experienced **Data Scientist **to join our dynamic team. This position offers an exciting opportunity to contribute to the development and enhancement of our cutting-edge...

  • Data Scientist

    2 months ago


    Pune, Maharashtra, India AGCO Full time

    Do you want to help solve the world's most pressing challenges? Feeding the world's growing population and slowing climate change are two of the world's greatest challenges. AGCO is a part of the solution! Join us to make your contribution. The Data Scientist role is responsible for the development and execution of data science and analytics use cases at...

  • Data Scientist

    2 months ago


    Pune, Maharashtra, India TransUnion Full time

    TransUnion's Job Applicant Privacy Notice **What We'll Bring**: The Data Scientist will work on challenging problems extracting actionable information out of the many data sources available to TU, particularly time series data. They will assist in developing accurate and precise models of media and user behavior using various analytical tools, including...

  • Data Scientist

    3 months ago


    Pune, Maharashtra, India Michelin Full time

    Data Scientist - KEY EXPECTED ACHIEVEMENTS NLP Expertise - The data scientist is an expert in applied NLP capabilities viz. text classification, NER, building multi-lingual products, sentiment analysis, topic classification, information retrieval, conversational AI. - A hands-on experience in working with LLMs viz. ChatGPT, Vicuna, Dolly etc., in prompt...

  • Data Scientist

    3 months ago


    Pune, Maharashtra, India Coupa Full time

    Pune, India Development - Engineering - India / Mid Level / Onsite Coupa makes companies operate smarter and grow faster. Our leading AI-driven platform connects and optimizes sourcing, purchasing, supply chains, and financial management. More than 3,000 global organizations large and small trust Coupa to transform operating margins, increase efficiencies...

  • Co-founder & Partner

    6 months ago


    Mumbai, Maharashtra, India SEO Scientist Full time

    SEO Scientist is an SEO agency located in Mumbai. Our team of SEO experts is dedicated to propelling brands to the top of search engine results, ensuring maximum visibility and digital growth. With five years of proven results, we offer tailored SEO solutions, cutting-edge expertise, and transparent communication to our diverse clients across...

  • Senior Data Scientist

    6 months ago


    Pune, India Data Axle Full time

    Job Description About Data Axle: Data Axle Inc. has been an industry leader in data, marketing solutions, sales and research for 50 years in the USA. Data Axle has set up a strategic global centre of excellence in Pune. This centre delivers mission critical data services to its global customers powered by its proprietary cloud-based technology...

  • Data Scientist

    6 months ago


    Pune, Maharashtra, India Michelin Full time

    Data Scientist KEY EXPECTED ACHIEVEMENTS NLP Expertise - The data scientist is an expert in applied NLP capabilities viz. text classification, NER, building multi-lingual products, sentiment analysis, topic classification, information retrieval, conversational AI. - A hands-on experience in working with LLMs viz. ChatGPT, Vicuna, Llama 2, FLANT5 etc., in...

  • Data Scientist

    1 month ago


    Pune, Maharashtra, India Equifax Full time

    As a **Data Scientist **, you will have the opportunity to manipulate large data sets, integrate diverse data sources, data types and data structures into solutions under management guidance. You will build experience developing analytical approaches to meet business requirements, which involves translating requests into use cases, test cases, preparation of...


  • Pune, Maharashtra, India InOrg Global Full time

    **Job Description: Associate Data Scientist** **About InOrg Global**: InOrg Global helps organizations achieve global competitiveness through seamless integration of talent, technology, and strategic capabilities. As a Global Capability Center Partner to companies of all sizes, from startups to Fortune500s, InOrg Global augments clients capabilities to...

  • Data Scientist

    6 months ago


    Pune, Maharashtra, India R Systems Full time

    **Summary** - This role is responsible for providing technical leadership and execution expertise to design and deliver end-to-end MLOps engineering solutions to support new product development and advanced analytics capabilities. - This MLOps Engineer plays a pivotal role in bridging the gap between data science and operations, ensuring smooth deployment...

  • Data Scientist

    8 months ago


    Pune, Maharashtra, India Michelin Full time

    Data Scientist - KEY EXPECTED ACHIEVEMENTS - Data Analysis and Modelization - The need is understood and formalized in a descriptive datasheet or Cahier des Charges - The methods are clearly selected by their theoretical bases, advantages and drawbacks - The data, its relevance and its source are described and prioritized - The data are prepared (cleansed,...

  • Data Scientist

    6 months ago


    Pune, Maharashtra, India Michelin Full time

    Data Scientist - KEY EXPECTED ACHIEVEMENTS - The business need is understood and formalized in a descriptive datasheet or specifications - The methods are clearly selected by their theoretical bases, advantages and drawbacks - The data, its relevance and its source are described and prioritized - The data are prepared (cleaned, enriched, mapped, agregated,)...

  • Data Scientist

    6 months ago


    Pune, Maharashtra, India Dassault Systèmes Full time

    **Data Scientist** As part of the enhancements of NETVIBES Semantic Graph Index technology on DS Cloud, arised in 23x the “data scientist” role in order complement and enrich the Agregation, Search, Visualizations and Analytics capabilities of our solution, with Machine Learning to clean, classify, enrich and predict data. NETVIBES Services team is...

  • Data Scientist Ii

    1 month ago


    Pune, Maharashtra, India AGCO Full time

    Do you want to help solve the world's most pressing challenges? Feeding the world's growing population and slowing climate change are two of the world's greatest challenges. AGCO is a part of the solution! Join us to make your contribution. The Data Scientist role is responsible for the development and execution of data science and analytics use cases at...

  • Data Scientist

    3 months ago


    Pune, Maharashtra, India NielsenIQ Full time

    Our Media Measurement team uses state-of-the-art technologies and rigorous methods to track who is watching what, where, and how they engage with content. Our clients can evaluate who is consuming which content across different media, platforms and devices, and know what the audience thinks about that content. As people consume media content on more...