Data Scientist
Basic Information
Country:
State:
City:
Date Published:
Job ID:
Travel:
Secondary locations:
Description and Requirements
CareerArc Code
"At BMC trust is not just a word - it's a way of life!"
- 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.
- 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
- Experience in natural language processing and its application
- 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!
BMC is committed to equal opportunity employment regardless of race, age, sex, creed, color, religion, citizenship status, sexual orientation, gender, gender expression, gender identity, national origin, disability, marital status, pregnancy, disabled veteran or status as a protected veteran. If you need a reasonable accommodation for any part of the application and hiring process, visit the accommodation request page.
(Returnship@BMC)
Had a break in your career? No worries. This role is eligible for candidates who have taken a break in their career and want to re-enter the workforce. If your expertise matches the above job, visit to https://bmcrecruit.avature.net/returnship know more and how to apply.
Min salary
Mid point salary
Max salary