Technical Architect

6 days ago

uttar pradesh, India TO THE NEW Full time
We are looking for a passionate and talented data science leader to join our team and help us leverage the power of Generative AI, MLOps, Deep Learning, and Machine Learning to create innovative solutions for our clients.
Responsibilities
An individual who can act as a thought leader in driving the GenAI journey for the clients
Shall be a good team player who can guide & mentor the team of Data scientists
Demonstrate a keen desire to solve business problems and learn new technologies, with the ability to work independently and lead a team.
Analyze raw data to assess quality, cleanse, preprocess, and structure for downstream processing.
Extract insights from multiple and complex datasets using AI/ML techniques.
Design scalable and efficient data architectures that support the integration and management of large datasets.
Ensure all systems and processes comply with data protection regulations and maintain high data security and privacy standards.
Manage projects using effective planning, scheduling, resource allocation, and risk management.
Engage with stakeholders at all levels, including executive management, to gather requirements, present findings, and advocate for data-driven decisions.
Develop and productionize ML-based automated solutions, maintaining them for reliability and performance.
Solution technical challenges using AI/GenAI platforms and technologies.
Lead collaborative development environments, utilizing tools like Git and implementing CI/CD pipelines.
Tune the performance of AI models and systems to optimize efficiency and reduce computational costs.
Stay ahead of technology trends and innovate with the latest AI tools and methodologies.
Address ethical issues in AI, promoting fairness, accountability, and transparency in AI systems.
Interact with clients to understand their business challenges and tailor AI solutions to meet their needs.
Work closely with cross-functional teams to identify challenges and propose potential AI solutions.
Comprehensive understanding of evaluating advanced NLP models using a range of benchmarking metrics.
Carry strong business acumen and ability to draw correct inferences from data mining, supporting strategic business decisions.
Be active in the AI community through articles, blogs, and conference speaking engagements.
Possess excellent written and verbal communication skills for coordinating across teams and with stakeholders.
Qualifications
Minimum of 12 years of professional experience, with at least 8 recent years dedicated to data science.
Experience in solution architecture and full lifecycle implementation of AI/ML solutions, from conceptual design through to deployment in production environments.
Strong understanding of Large Language Models (LLMs) and techniques such as RAG and LoRA/QLoRA.
Experienced in fine-tuning LLM models and using ChatAPIs, CSV Agents, and other supportive agents.
Proficient in Vector Databases and familiar with Langchains and LlamaIndex.
Solid experience in ML Operations (MLOps) and Large Language Model Operations (LLMOps) on cloud platforms (Azure, AWS, GCP).
Proficient in CI/CD pipeline integration and containerization of ML Models/LLMs.
Strong proficiency in Python, and experience with R, Scala, or Julia is advantageous.
Expertise in statistical modeling, including linear and logistic regression, and tree-based models (Random Forest, Boosted Trees).
Solid knowledge of unsupervised ML algorithms, such as Clustering and Isolation Forest.
Significant experience with supervised deep learning applications in NLP and/or computer vision/image processing.
Strong foundation in NLP using word embeddings and other advanced techniques.
Solid experience with data visualization tools like Matplotlib, ggplot, and/or Plotly.
Hands-on experience with deep learning frameworks such as PyTorch, TensorFlow, and MxNet.
Strong problem-solving skills with a focus on practical application in specific domains.
Excellent written and verbal communication skills for effective coordination across teams.
Good to Have
Experience with other programming languages like R/Scala/Julia.
Experience in Insurance, Media & Entertainment, HealthTech industry domains
A track record of open-source contributions or publications in relevant fields.
TO THE NEW is a digital technology services company that provides product engineering, Cloud and FinOps services to enterprises, SaaS, and consumer tech companies. We are recognised by global analyst firms like Gartner, Forrester, Everest, ISG, and Zinnov for its capabilities in Digital Engineering, Cloud, OTT, and Data and analytics. The company leverages its deep partnership with all leading hyperscalers like AWS (Premier Partner), Azure, and GCP to provide end-to-end Cloud professional and managed services to its customers.
Founded in 2008, TO THE NEW is one of the fastest-growing companies with a growth rate of over 60% since 2017. The company's passionate team of 2500+ “Newers” is spread across its headquarters in Singapore and delivery centres in Delhi, Dehradun, Dubai, NYC, and Sydney. TO THE NEW is an 8-times winner of the prestigious Great Place to Work award. The company has also been recognized as one of India's Top 100 Companies to Work For and is among the Top 50 IT Workplaces in India.
We take pride in our culture driven by passion for making an impact through technology and is backed by our emphasis on continuous learning. Get a sneak peek of our work culture here .

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