Ai/ml Architect - Pune, Maharashtra, India - NewVision Softcom & Consultancy
Description
DataPunePosted On- 12 Mar 202 Required Experience
Basic SectionGrade
Role
Architect
Employment Type
Full Time
Employee Category
OrganisationalGroup Company
NewVision
Company Name
New Vision Softcom & Consultancy Pvt. Ltd
Function
Business Units (BU)
Department/Practice
Data
Organization Unit
Data Science
Region
APAC
Country
India
Base Office Location
Pune
Working Model
Hybrid
Weekly Off
Pune Office Standard
State
Maharashtra
- SkillsSkill
DEEP LEARNING
MACHINE LEARNING
Highest Education
POST GRADUATE
CERTIFICATION
No data available
Working Language
ENGLISH
- Job Description
Qualifications
Bachelor's/Masters degree in Computer Science, MIS, Business Management, or related field required 15+ years proven experience in programming and development projects.
- At least 1012 years handson programming experience working on enterprise products. Demonstrated proficiency in multiple programming languages with a strong foundation in a statistical platform such as Python, R, SAS, or MatLab. Experience building AI models in platforms such as Keras, TensorFlow, or Theano. Demonstrated commitment to learning about AI through your own initiatives through courses, books, or side projects.
- Excellent drive Ability to work in ambiguous situations Problemsolving aptitude Strong communication skills Understand sometimes ambiguous, needs, and translate to clear, aligned requirements
- Ability to work with virtual teams (remote work locations); lead team of technical resources (employees and contractors) based in multiple locations across geographies Positive attitude Participate in ideation and solutioning discussions, driving clarity of complex issues/requirements to build robust solutions
Key Skills
- Hands on experience with building language models, machine learning and AI models leveraging industry tools, products, and Azure cognitive services.
- Flask / Django / Fast API development expertise with least 23 project delivered as a developer.
- Core Python
- Iterators, Generators, OOP concepts, Python Shell (REPL) and Object Relational Mapper, Data structure and Exception handling etc.
- Complex Scenario Knowledge : Contemporary Python Libraries for LM orchestration e.g.
- Good to have at least one of the env : Azure or AWS expertise in terms of building and deploying AI apps using cloud services
- Deep and handson expertise in (as an individual contributor)
Undertaking data collection, Data mining, preprocessing and analysis of structured and unstructured data. - Handson expertise in large language models (LLMs/LSTMs/BERT) that can perform complex reasoning in few
chain of thought (CoT) reasoning steps e.g.
- Experience of building / customizing and finetuning AI models including LLM models via OpenAI studio extended through AzureOpenAIcognitive services for rapid PoCs
- Programming Skills knowledge of statistical programming languages like R, Python, and database query languages like SQL, Hive, Pig is desirable. Familiarity with Scala, Java, or C++ is an added advantage.
- Strong data science and data engineering background both with open source and cloud distributed machines learning and AI tools especially
Azure Cognitive Services and Azure Machine Learning: - Strong understanding of Azure cloud technology including Cognitive Services
viz. Vision, Speech, Language, Decision, Search and Azure OpenAI and its implementation - Proven experience with, and applied knowledge of, at least one scripting language, such as Python, or Deep expertise in building and fintuning large language models of OpenAI e.g. GPT 4, GPT 3.5, DALL-E, Whisper, Embeddings, Moderation, and Codex etc.
- Expertise in completions, embeddings, edits, transcriptions, translations, finetunes, and moderations across the several large language models especially those of OpenAI
- Handson training and finetuning experience with Azure OpenAI distributed OpenAI models such as DaVinci, curie, Babbage, ADA
Responsibilities
- Independently build and demo rapid generative AI demos and solutions with short notices
- Serve as lead data strategist/scientist/engineer to identify and integrate new datasets that can be leveraged through our product capabilities, and work closely with the engineering team in the development of data products with Azure Cognitive Services (especially AzureOpenAI)
- Transforming natural language data into useful features using NLP/NLG/LLM techniques to feed classification algorithms.
- Work with several generative AI tools,stacks and products (primarily Azure OpenAI) to quickly build and rollout multiple use PoCs and MVPs
- Identify valuable data sources and automate collection processes.
- Undertake preprocessing of structured and unstructured data
- Analyze large amounts of info
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