Responsibilities :

<ul>
<li style="margin-left:0px;">Build Solutions that identify intent and entities, other features from user comments, chat transcript and other unstructured text data.</li>
</ul>

<ul>
<li style="margin-left:0px;">Design and implement advanced solutions utilizing NLP traditional Models and Large Language Models (LLMs).</li>
</ul>

<ul>
<li style="margin-left:0px;">Demonstrate self-driven initiative by taking ownership and creating end-to-end solutions.</li>
</ul>

<ul>
<li style="margin-left:0px;">Conduct research and stay informed about the latest developments in generative AI and LLMs.</li>
</ul>

<ul>
<li style="margin-left:0px;">Train and fine-tune pre-trained NLP models and run evaluation experiments.</li>
</ul>

<ul>
<li style="margin-left:0px;">Perform statistical analysis of results and refine models.</li>
</ul>

<ul>
<li style="margin-left:0px;">Basic logical pseudo code writing.</li>
</ul>

<ul>
<li style="margin-left:0px;">Develop and maintain code libraries, tools, and frameworks to support generative AI development.</li>
</ul>

<ul>
<li style="margin-left:0px;">Participate in code reviews and contribute to maintaining high code quality standards.</li>
</ul>

<ul>
<li style="margin-left:0px;">Engage in the entire software development lifecycle, from design and testing to deployment and maintenance.</li>
</ul>

<ul>
<li style="margin-left:0px;">Collaborate closely with cross-functional teams to align messaging, contribute to roadmaps, and integrate software into different repositories for core system compatibility.</li>
</ul>

<ul>
<li style="margin-left:0px;">Possess strong analytical and problem-solving skills.</li>
</ul>

<ul>
<li style="margin-left:0px;">Demonstrate excellent communication skills and the ability to work effectively in a team environment.</li>
</ul>

Primary skills:

<ul>
<li style="margin-left:0px;">Natural Language Processing (NLP): Hands-on experience in use case classification, topic modeling, QA and chatbots, search, Document AI, summarization, and content generation.</li>
</ul>

<ul>
<li style="margin-left:0px;">AND/OR</li>
</ul>

<ul>
<li style="margin-left:0px;">Computer Vision and Audio: Hands-on experience in image classification, object detection, segmentation, image generation, audio, and video analysis.</li>
</ul>

Generative AI:

<ul>
<li style="margin-left:0px;">Proficiency with SaaS LLMs, including Lang chain, llama index, vector databases, Prompt engineering (COT, TOT, ReAct, agents). Experience with Azure OpenAI, Google Vertex AI, AWS Bedrock for text/audio/image/video modalities.</li>
</ul>

<ul>
<li style="margin-left:0px;">Familiarity with Open-source LLMs, including tools like TensorFlow/Pytorch and huggingface. Techniques such as quantization, LLM finetuning using PEFT, RLHF, data annotation workflow, and GPU utilization.</li>
</ul>

<ul>
<li style="margin-left:0px;">Cloud: Hands-on experience with cloud platforms such as Azure, AWS, and GCP. Cloud certification is preferred.</li>
</ul>

<ul>
<li style="margin-left:0px;">Application Development: Proficiency in Python, Docker, FastAPI/Django/Flask, and Git</li>
</ul>

<ul>
<li style="margin-left:0px;">Domain Skill: Consulting experience with FS,Banking domain for at least 3 years.</li>
</ul>

Required qualifications:

<ul>
<li style="margin-left:0px;">16-20 years into Deep Learning framewokrs like Keras, Pytorch, TensorFlow</li>
</ul>

<ul>
<li style="margin-left:0px;">Experience of design, building and deployment of ML/NLP Solutions</li>
</ul>

<ul>
<li style="margin-left:0px;">Proficient in Python SQL</li>
</ul>

<ul>
<li style="margin-left:0px;">Experience in NLP tools like Genism, spacy, Stanford NLP, HuggingFace</li>
</ul>

<ul>
<li style="margin-left:0px;">Must have excellent project/program management skills and have experience managing multiple work streams and projects at one time</li>
</ul>

<ul>
<li style="margin-left:0px;">Have business acumen to manage revenues profitably and meet financial goals consistently. Able to quantify business value for clients and create win-win commercial propositions.</li>
</ul>

Preferred qualifications:

<ul>
<li style="margin-left:0px;">Experience automating data within Tableau/Qlik/ggplot/Shiny to tell a story through interactive visualizations</li>
</ul>

<ul>
<li style="margin-left:0px;">Client relationship management: Build deep client relationship, network be a thought partner. Anticipate business problems deliver par excellence.</li>
</ul>

<ul>
<li style="margin-left:0px;">Sales Support account growth: Actively focus on opportunities to grow the client along with the senior engagement manager. Support the sales team as required for RFPs and regular sales pitches</li>
</ul>

<ul>
<li style="margin-left:0px;">Firm building: Contribute to firm growth by participating and conducting training sessions.</li>
</ul>

<ul>
<li style="margin-left:0px;">Coaching grooming: Coach groom the team on gaining knowledge skills on first principles of analytics techniques, problem-solving, project management, client relationship management</li>
</ul>

EDUCATION:

<ul>
<li style="margin-left:0px;">B.E/B.Tech/M.Tech in Computer Science or related technical degree OR Equivalent</li>
</ul>

Data Scientist in Mumbai (UID-8610)

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