Machine Learning Engineer

WHO ARE WE?

We are a bunch of super enthusiastic, passionate, and highly driven people, working to achieve a common goal! We believe that work and the workplace should be joyful and always buzzing with energy!

CloudSEK, one of India’s most trusted Cyber security product companies, is on a mission to build the world’s fastest and most reliable AI technology that identifies and resolves digital threats in real-time. The central proposition is leveraging Artificial Intelligence and Machine Learning to create a quick and reliable analysis and alert system that provides rapid detection across multiple internet sources, precise threat analysis, and prompt resolution with minimal human intervention.

Founded in 2015, headquartered at Singapore, we are proud to say that we’ve grown at a frenetic pace and have been able to achieve some accolades along the way, including:

• Launch of our first product in 2016.
• Earning our pre-series A funding in 2018.
• Receiving multiple awards including the prestigious Excellence Award for being the Security Product Company of the Year in 2020.
• Receiving the Series A funding from MassMutual Ventures in 2021 with a total investment of $10million.

CloudSEK’s Product Suite:

• CloudSEK XVigil constantly maps a customer’s digital assets, identifies threats and enriches them with cyber intelligence, and then provides workflows to manage and remediate all identified threats including takedown support.
• A powerful Attack Surface Monitoring tool that gives visibility and intelligence on customers’ attack surfaces. CloudSEK's BVigil uses a combination of Mobile, Web, Network and Encryption Scanners to map and protect known and unknown assets.
• CloudSEK’s Contextual AI SVigil identifies software supply chain risks by monitoring Software, Cloud Services, and third-party dependencies.

Job Summary:

We are seeking for a talented and motivated Machine Learning Engineer with 2-4 years of experience to join our growing team. In this role, you will be responsible in designing, developing, and deploying innovative machine learning solutions to address complex business challenges.

Responsibilities:

• Strong knowledge of ML/DL algorithms and implementation. Eg: KNN, RNNs, LSTMs, Transformers, BOW, Glove, Tf-idf, Embedding models and Similarity, LSH
• Deep Learning libraries like Pytorch/ Tensorflow/Jax
• Data processing libraries like numpy, pandas, dask
• Have hands on experience with model training/inference at scale using dockers/k8s/ray/pyspark
• Must have solid experience with Large DL models (> 300M parameters and so) on gpu based servers.
• Must be aware of mlops principles like labels and feature stores, continuous training, monitoring using tools like mlflow, W&B.
• Should experience with technologies like postgres/mysql, mongodb/ Cassandra, flask/ fastapi, redis/rabbitmq, linux, bash, AWS s3, sagemaker, ECR etc.

Requirements:

• Prompt fine tuning using techniques and frameworks like CoT, ReACT, Dspy.
• Data analysis and visualizations for model explainability.
• Experience with Distillation amd quantization of large models using libraries like bitsandbytes, huggingface, Lora, qlora etc.
• Should be up to date with the latest advancements in RAG including, but not limited to Hybrid Search using libraries like Qdrant/Weviate/Pinecone, Search, Retrieval and Reranking, approximate nearest neighbors, binary quantization etc.
• Experience with Open source LLMs like Mixtral-7Bx8, Llama2 etc.

If you are a highly organized, detail-oriented, and results-driven individual with a passion for cyber security and a desire to contribute to the success of our company, we would love to hear from you. Join our team and play a critical role in delivering innovative digital risk and threat intelligence solutions to our customers.

Benefits of Joining CloudSEK

We provide an environment where you can develop and enhance your skills while delivering meaningful work that matters. You’ll be rewarded a competitive salary as well as a full spectrum of generous perks and incentives which include:

• Flexible working hours.
• Generous medical insurance cover for yourself and your family/dependents.
• Food, unlimited snacks and drinks are all available while at office.

And, the finest part is yet to come! Every now and then we ensure to unwind and have a good time together, which involves games, fun, and soulful music. Feel free to show off your artistic side here!