Gurugram, Haryana, India
Information Technology
Full-Time
Ford Motor Company
Overview
ML/DL Skills :
- High familiarity in the use of DL theory/practices in NLP applications
- Comfort level to code in Huggingface, LangChain, Chainlit, Tensorflow and/or Pytorch, Scikit-learn, Numpy and Pandas
- Comfort level to use two/more of open source NLP modules like SpaCy, TorchText, fastai.text, farm-haystack, and others
NLP Skills :
- Knowledge in fundamental text data processing (like use of regex, token/word analysis, spelling correction/noise reduction in text, segmenting noisy unfamiliar sentences/phrases at right places, deriving insights from clustering, etc.,)
- Have implemented in real-world BERT/or other transformer fine-tuned models (Seq classification, NER or QA) from data preparation, model creation and inference till deployment
Python Project Management Skills
- Familiarity in the use of Docker tools, pipenv/conda/poetry env
- Comfort level in following Python project management best practices (use of setup.py, logging, pytests, relative module imports,sphinx docs,etc.,)
- Familiarity in use of Github (clone, fetch, pull/push,raising issues and PR, etc.,)
Cloud Skills and Computing :
- Use of GCP services like BigQuery, Cloud function, Cloud run, Cloud Build, VertexAI,
- Good working knowledge on other open source packages to benchmark and derive summary
- Experience in using GPU/CPU of cloud and on-prem infrastructures
- Skillset to leverage cloud platform for Data Engineering, Big Data and ML needs.
Deployment Skills :
- Use of Dockers (experience in experimental docker features, docker-compose, etc.,)
- Familiarity with orchestration tools such as airflow, Kubeflow
- Experience in CI/CD, infrastructure as code tools like terraform etc.
- Kubernetes or any other containerization tool with experience in Helm, Argoworkflow, etc.,
- Ability to develop APIs with compliance, ethical, secure and safe AI tools.
UI :
- Good UI skills to visualize and build better applications using Gradio, Dash, Streamlit, React, Django, etc.,
- Deeper understanding of javascript, css, angular, html, etc., is a plus.
Bachelor’s or Master’s Degree in Computer Science, Engineering, Maths or Science
Performed any modern NLP/LLM courses/open competitions is also welcomed.
Technical Requirements :
Soft Skills :
- Strong communication skills and do excellent teamwork through Git/slack/email/call with multiple team members across geographies
GenAI Skills :
- Experience in LLM models like PaLM, GPT4, Mistral (open-source models),
- Work through the complete lifecycle of Gen AI model development, from training and testing to deployment and performance monitoring.
- Developing and maintaining AI pipelines with multimodalities like text, image, audio etc.
- Have implemented in real-world Chat bots or conversational agents at scale handling different data sources.
- Experience in developing Image generation/translation tools using any of the latent diffusion models like stable diffusion, Instruct pix2pix.
- Expertise in handling large scale structured and unstructured data.
- Efficiently handled large-scale generative AI datasets and outputs.
- Design NLP/LLM/GenAI applications / products by following robust coding practices,
- Explore SoTA models/techniques so that they can be applied for automotive industry usecases
- Conduct ML experiments to train/infer models; if need be, build models that abide by memory & latency restrictions,
- Deploy REST APIs or a minimalistic UI for NLP applications using Docker and Kubernetes tools
- Showcase NLP/LLM/GenAI applications in the best way possible to users through web frameworks (Dash, Plotly, Streamlit, etc.,)
- Converge multibots into super apps using LLMs with multimodalities
- Develop agentic workflow using Autogen, Agentbuilder, langgraph
- Build modular AI/ML products that could be consumed at scale.
Similar Jobs
View All
3 Hours ago
AI Product Owner
Manufacturing & Industrial
- 8 - 15 Yrs
- Pune
Summary / Goal
Autonomously deliver ongoing business impact across a business data domain through owning and achieving semi-annual to annual team goals. Demonstrate expertise in identifying effective solutions for ambiguous, open-ended problems requ...
5 Hours ago
Lead Java Developer
Information Technology
- 8 - 15 Yrs
- Pune
Skills- Java, Spring boot, Microservices, GCP, Team managment
Requirements ● Have a first experience as a Team Lead ● Have solid experience with the life cycle used in a software organization and a good understanding of software & release deliver...
1 Day ago
IT Operations and Application Lead
Fintech
- 9 - 15 Yrs
- Pune
Position: IT Ops and Apps Lead
Location: Pune
Experience: 9 – 15 years
Work Model: Work from office(5 days)
Mandatory Domain: Cards domain(Either of Issuing ,Acquiring or Switching)
NP: Max 45 days
Budget: Max 40 LPA
Job Summ...
1 Day ago
Senior Business Analyst
Fintech
- 5 - 8 Yrs
- Pune
Role - Senior Business Analyst
Experience - 5 to 8 years
NP - Immediate to 30 days
Location - Pune (5 days WFO)
Mandatory Skills - Business Analysis, Requirement Gathering, expertise in either of Card Issuing/Acquiring/Switch & ISO 8583.
...
1 Day ago
AWS Architect L3 Cloud Operations
Information Technology
- Gurugram, Haryana, India
JD: EXP:6 to 8 Hands-on experience with AWS and GCP (preferred certifications). Strong knowledge of networking, virtualization, storage, and containerization. Proficiency in automation tools (Terraform, Ansible) and CI/CD pipelines. Strong familiar...
1 Day ago
Automation Tester (Selenium ,Java) (5–8 years)
Information Technology
- Gurugram, Haryana, India
Position Type : Full time Type Of Hire : Experienced (relevant combo of work and education) Education Desired : Bachelor's Degree Automation Tester (Selenium ,Java) (5–8 years) Are you curious, motivated, and forward-thinking? At FIS you’ll have the ...
1 Day ago
Senior/Lead Software Engineer - System Design
Information Technology
- Gurugram, Haryana, India
DescriptionWe are seeking a Senior Software Engineer (Backend) to join our Product Engineering team. The ideal candidate will demonstrate strong hands-on expertise in system design, development, and integrations, with the ability to build and own end...
1 Day ago
Dixit Infotech Services - Technical Lead - Distributed Systems
Information Technology
- Gurugram, Haryana, India
DescriptionWe are looking for an experienced and hands-on Technical Lead to lead the design, development, and delivery of scalable software solutions.The ideal candidate will provide technical leadership to development teams, ensure best engineering ...
Talk to us
Feel free to call, email, or hit us up on our social media accounts.
Email
info@antaltechjobs.in