156 applicantsPosted by Agency
BlockTXM Inc · 2 days ago
General AI Senior Data Scientist
United States
Contract
Remote
Senior Level
9+ years exp
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Hiring Manager
Babu Gottemukkala
Insider Connection @BlockTXM Inc
Responsibilities
Architect the overall framework and infrastructure for GenAI products like search interfaces, bots, summarizers, etc. Develop and implement techniques to optimize model performance to meet specific product goals
Collaborate closely with product management and engineering leads to align on technical roadmap. Guide engineering teams to effectively leverage LLM capabilities in product implementations
Establish protocols and systems for building fair, accountable and transparent LLM[1]based applications. Lead efforts to proactively assess and mitigate risks due to model biases or failures • Implement robust feedback pipelines, monitoring and corrections to ensure model safety
Design and oversee curation of high-quality datasets tailored for LLM training for each product. Build data science pipelines from feature generation, data visualization and models evaluation; design the solution, build initial code and provide documentation with ways of working to maximize time to value and re-usability.
Communicate clearly and effectively to technical and non-technical audiences, verbally and visually, to create understanding, engagement, and buy-in. Contribute novel research and analyses to leading academic conferences and journals.
Identify trends and opportunities to drive innovation, both in what we do and how we do it; evaluate new data science, machine learning, and AI technologies and tools that can boost team performance, innovation and business value. Proactively analyze latest developments in large language models to deeply understand model capabilities, limitations, and best practices. Develop techniques to continually improve language understanding and model training
Mentor and develop junior data scientists in state-of-the-art GenAI methods
Set technical vision and lead initiatives to accelerate product impact through cutting[1]edge LLM innovations
Complete other responsibilities as assigned.
Qualification
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Required
Minimum of nine years’ post-secondary education or relevant work experience
Advanced degree in mathematics, physics, computer science, engineering, statistics, or an equivalent technical discipline desired
Minimum of three years’ experience in developing machine learning models with a track record of creating meaningful business impact and working with multiple stakeholders.
Minimum of five years’ experience with Python.
Minimum of three years' experience building production NLP and deep learning models using PyTorch/Tensorflow, along with using large language model architectures (BERT, GPT-3 etc.)
Experience building advanced workflows such as retrieval augmented generation, model chaining, dynamic prompting, PEFT/SFT, etc. using Langchain and similar tools
Experience establishing model guardrails and developing bias detection and mitigation techniques for AI applications
Proficiency with various prompting techniques, with a clear understanding of tradeoffs between prompting and finetuning
Experience with finetuning embedding models and tuning vector databases to improve performance of semantic search and retrieval systems
Deep understanding of underlying fundamentals such as Transformers, Self-Attention mechanisms that form the theoretical foundation of LLMs
Experience with cloud computing platforms and tools (AWS)
Company
BlockTXM Inc
At BlockTXM, we're transforming the IT consulting and business process services landscape by expertly matching talents with opportunities.
11-50 employees
Funding
Current Stage
Early StageCompany data provided by crunchbase
