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Senior Applied Machine Learning Engineer
1 month ago
We are seeking a highly skilled Senior Applied Machine Learning Scientist to join our team at Applied Textiles, Inc. in Bangalore and Hyderabad. As a key member of our research and development team, you will be responsible for driving the end-to-end model development lifecycle, championing best practices to ensure reproducible research and well-managed software delivery.
As a Senior Applied Machine Learning Scientist, you will work on a collaborative cross-functional team, sharing information, valuing diverse ideas, and partnering effectively with colleagues across the globe. You will elevate and mentor teammates, translating complex business problems into projects with clearly defined scope.
Our problems are complex, and our solutions are right-sized. You will be accountable for timely, well-managed deliverables, empowered to try new approaches and learn new technologies. You will foster innovative ideas to solve real-world challenges, iterating to improvement rapidly with a mindset for failing fast and learning continuously from data.
We are looking for a proactive communicator who is excited to share their work, articulate and compelling in describing ideas to both technical and non-technical audiences. You will help lead the way in the adoption of AI across the enterprise.
About YouWe are looking for a candidate with a PhD in a relevant discipline or Master's or Bachelor's with a comparable level of experience. You should have proficiency in Python and at least 5+ years of practical, relevant experience building AI/ML products and applications. You should also have solid software engineering and/or data engineering skills for prototyping.
Experience as a technical leader, leading aspects of the following:
- Aiding in the ideation with product stakeholders
- Comfort in dealing with uncertainty and ambiguity in problem statements and paths to success
- Breaking down complex problems into tractable components with iterative improvements
- Formulating research and development plans
- Coordinating and guiding the work of others
- Communication of progress and plans with varied stakeholders
- 8+ years of practical experience using AI and ML to solve diverse and/or ambiguous problems in academia or industry
- Familiarity with common NLP use cases such as chatbot development and information retrieval (RAG), language translation, NER, summarization, and topic modeling.
- Familiarity with LLM training and efficient finetuning (PEFT, LoRA, Quantization)
- Experience with NLP/CV libraries such as PyTorch, TensorFlow, Scikit-learn, spaCy, HuggingFace Transformers, OpenAI, LangChain, Semantic Kernel & OpenCV
- Experience in using Cloud solutions (AWS, Azure, etc.) for building and deploying data science solutions
- Demonstrated ability to translate cutting-edge research into working prototypes
- Experience in fast-paced, agile environments managing uncertainty and ambiguity
- Outstanding communication and data-driven decision-making collaboration with Product + Business Stakeholders
- Diverse experiences across problem spaces, companies, and cultures.
At Applied Textiles, Inc., our people are our greatest assets. In addition to rewarding and challenging work with exceptional colleagues, we offer the following benefits for your personal and professional growth:
- Learning & Development: On-the-job coaching & learning, tuition reimbursement, exposure to leading-edge technology
- Benefits: Flexible work arrangements, comprehensive health coverage effective day one, savings and investment plans
- Perks: Social events & activities, employee discount programs
- Social Impact: Paid time off for volunteering virtually or in your community
