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/IoT 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/GenAI/ Agentic, and MLOps for various digital domains from core engineering to electronics products are the areas of operation for Evomaton.
Company Website:
www.evomaton.com We are seeking a highly skilled and experienced
ML Engineer
with expertise in LLMs, GenAI, 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 LangChain, LlamaIndex, AutoGen, and LangGraph.
- Design and optimize Retrieval-Augmented Generation (RAG) systems leveraging vector databases such as FAISS, Pinecone, Weaviate, and ChromaDB to significantly enhance LLM-based applications.
- Optimize and fine-tune state-of-the-art transformer-based models (e.g., GPT, LLaMA, 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, DevOps, 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/GenAI and strong Python skills· Hands-on experience in developing and deploying AI solutions using LLM/GenAI. And understanding of Prompt Engineering and Fine-tuning LLMs.· Experience with LLM RAG/Agent development frameworks like CrewAI, LangChain, LlamaIndex, AutoGen, LangGraph.· Knowledge of vector databases (e.g. Pinecone, Weaviate, ChromaDB) 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.
