Machine learning engineer

Company Name: Evomaton Private Limited, Bangalore, India.Experience: 2+ years Job mode: Hybrid, 3 days/week from Office at Bangalore.About Evomaton: Evomaton is a consulting and software services company providing services for AI/ML/Data/Io T and other high-end digital systems in EPC, Mobility, Healthcare, and Product Engineering domains. Data acquisition, synthetic data, data architecture, data pipelining, big data, prescriptive analytics, ML/DL/Gen AI/ Agentic, and MLOps for various digital domains from core engineering to electronics products are the areas of operation for Evomaton. Company Website: Job Description: We are seeking a highly skilled and experienced ML Engineer with expertise in LLMs, Gen AI, RAG, and AI Agentic systems. The ideal candidate will have a decent background of data science (Statistics, Math, ML, DL) and good knowledge of Large Language Models (LLMs), along with hands-on experience in building and deploying LLM agents. You will play a pivotal role in selecting, developing, fine-tuning, and deploying LLMs for a variety of intelligent digital applications. We offer a competitive salary, benefits, and a share of profits for exceptional candidates. Key Responsibilities: As a ML Engineer , you will have the unique opportunity to work on groundbreaking projects, learn from senior technologists, and experience rapid career growth in a collaborative environment.Lead the selection of appropriate foundation models and APIs for diverse intelligent digital applications. Design, develop, fine-tune, and deploy Large Language Models (LLMs) to power innovative digital solutions.Lead the selection of appropriate foundation models and APIs for diverse intelligent digital applications. Design, develop, fine-tune, and deploy Large Language Models (LLMs) to power innovative digital solutions. Implement and experiment with LLM agent development frameworks such as Lang Chain, Llama Index, Auto Gen, and Lang Graph. Design and optimize Retrieval-Augmented Generation (RAG) systems leveraging vector databases such as FAISS, Pinecone, Weaviate, and Chroma DB to significantly enhance LLM-based applications. Optimize and fine-tune state-of-the-art transformer-based models (e.g., GPT, LLa MA, Falcon, Mistral, Claude) for domain-specific tasks, ensuring high performance and accuracy. Develop and implement advanced prompt engineering techniques and fine-tuning strategies to continuously improve LLM performance and accuracy. Design and build sophisticated AI agents, multi-agent systems, and optimize tool-use for real-world business applications. Drive the end-to-end development of digital cloud-based applications, encompassing UI/UX, APIs, Dev Ops, microservices, and application orchestration. Required Skills & Qualifications: · Bachelor or Master’s in engineering/computer applications/statistics/mathematics· Overall experience of less than 2 years in the industry after academics· 1-2 years of Experience in LLM/Gen AI and strong Python skills· Hands-on experience in developing and deploying AI solutions using LLM/Gen AI. And understanding of Prompt Engineering and Fine-tuning LLMs.· Experience with LLM RAG/Agent development frameworks like Crew AI, Lang Chain, Llama Index, Auto Gen, Lang Graph.· Knowledge of vector databases (e.g. Pinecone, Weaviate, Chroma DB) and embedding models· Ability to work independently and collaboratively in a fast-paced environment.· Strong problem-solving skills and an analytical mindset.· Eagerness to learn new technologies and adapt to a fast-paced startup environment.· Excellent communication and teamwork skills. Why Join Us? Be part of a founding team (or early team member) in a promising AI/ML startup with significant growth potential. Learn Classic ML/DL/LLM RAG/Agentic AI on the job. Work on bleeding-edge LLM and Generative AI projects that are pushing the boundaries of technology Learn and grow alongside experienced senior technologists and industry experts Thrive in a highly collaborative, innovative, and fast-paced work environment Enjoy a competitive salary, comprehensive benefits, and a share of profits for outstanding contributions Seize rapid career advancement opportunities in the exciting fields of AI and ML research and development To Apply: If you are a passionate and experienced AI/ML professional eager to make a significant impact in a rapidly growing startup, we encourage you to apply Please submit your resume and cover letter detailing your relevant experience and why you are a great fit for this role.