Senior Machine Learning Engineer
5 days ago
About Us
Croco IT
is a pioneering company at the forefront of
AI innovation
, dedicated to solving real-world challenges through
cutting-edge machine learning solutions
. We are passionate about delivering impactful and
scalable AI-driven applications
across diverse industries.
Job Description
We are seeking a
Senior AI Engineer
to drive the development of advanced AI solutions. You will lead a team focused on
large language models (LLM), prompt engineering, and computer vision
, ensuring the delivery of scalable, high-impact solutions. As a leader, you'll
oversee technical direction, mentor engineers, and collaborate with cross-functional teams
to align AI initiatives with business goals. Strong leadership, technical expertise, and a passion for innovation are essential.
Key Responsibilities
- Lead the design and deployment of AI solutions, focusing on
LLM, prompt engineering, and computer vision
. - Guide the team in using frameworks such as
PyTorch, Hugging Face, and TensorFlow
to build and optimize deep learning models. - Architect scalable pipelines using technologies like
FastAPI, Docker, and Postgres
for model deployment and data handling. - Oversee the development of
multi-threaded applications in Python
, ensuring adherence to OOP principles. - Drive the creation of
computer vision models
, including
image processing tasks
with OpenCV. - Optimize and deploy
machine learning workflows using tools like
MLflow and Apache Airflow
, ensuring smooth integration into production. - Mentor the team in
testing, evaluating, and fine-tuning AI models
to maximize performance and accuracy. - Ensure seamless data handling and model deployment through libraries like
Sklearn and Pandas
. - Collaborate with cross-functional teams to align AI initiatives with
business objectives and operational goals
.
Qualifications
- 5+ years of experience
in AI engineering or a related field, with a focus on machine learning, AI models, and leadership. - Expertise in Python, including advanced skills in
multi-threading, object-oriented programming (OOP), and API design
. - Extensive experience with
FastAPI, Docker
, and
deploying containerized applications
at scale. - Strong knowledge of
database management and optimization
, especially with Postgres and Python integration. - Proficient in
Linux environments and scripting
for automation (e.g., Bash, Shell). - Deep experience with
large language models (LLM) and prompt engineering
, including tools like
CrewAI, LangGraph, vLLM, OpenAI, and Ollama
. - Expertise in fine-tuning LLMs using techniques such as
LoRA (Low-Rank Adaptation), knowledge distillation, and prompt tuning
for model efficiency and scalability. - Advanced proficiency in deep learning frameworks such as
PyTorch, Hugging Face, and TensorFlow. - Strong background in
computer vision
, including using
OpenCV, CNNs, and advanced image processing techniques. - Proven
leadership experience
, with the ability to
mentor and guide a team of engineers. - Excellent problem-solving, analytical, and
communication skills, with a strategic mindset. - Experience in managing and
optimizing AI workflows
, from experimentation to deployment. - Track record of delivering high-impact AI solutions in
startup or fast-paced environments.
Why Join Us?
Lead transformative AI initiatives
that will revolutionize industries globally.
Collaborate with top-tier talent
in a dynamic, innovation-driven environment.
As
a Senior AI Engineer at Croco IT
, you will guide a team of experts to
drive breakthrough AI solutions.
Apply today to join
Croco IT
and shape the future of AI. or you could send your updated CV to
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