Talent Bee Consulting Pvt. Ltd | Jobs | Machine Learning Engineer, Bangalore 25-30 LPA | BigDataKB.com | 07-02-22

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05/04/2022

Job Location: Bangalore/Bengaluru

Roles and Responsibilities

ORGANISATION

A US-based Corporation, headquartered in Fairfax, Virginia with offices in Michigan, the US, Australia, India and the UAE. Technologists with decades of experience developing solutions leveraging AI and machine learning capabilities. Developing a micro AI solution that will automate the tasks in the process.

ROLE

Act in Advisory role on suggesting methods and approaches to solve business problems. You will be a part of the Product R&D Team

CANDIDATE

Extensive work in Machine learning and Computer vision technologies
4+ years of professional experience on computer vision and / or deep learning Expertise in

Object detection,
Instance/Semantic Segmentation methods
layout parsing in PDFs and unstructured documents.

Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress.
Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability
Adept at handling the activities required in running experiments including but not limited to

Verifying data quality, and/or ensuring it via data cleaning
Supervising the data acquisition process if more data is needed
Finding available datasets online that could be used for training
Defining validation strategies
Defining the preprocessing or feature engineering to be done on a given dataset
Defining data augmentation pipelines
Training models and tuning their hyperparameters
Analyzing the errors of the model and designing strategies to overcome them
Deploying models to production

Exposure or experimentation done is using pre-built models to achieve Vision tasks. Understanding of Yolo, Fast.ai (Vision api) for

Skills

Proficiency with a deep learning framework such as TensorFlow or Keras or PyTorch.
Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas
Expertise in visualizing and manipulating big datasets
Proficiency with OpenCV
Familiarity with Linux
Ability to select hardware to run an ML model with the required latency.

LOCATION : Bangalore

SALARY : 25-30 LPA (Flexible for deserving candidates)

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3	12/12/2024		Wipro	Top / Startup	Top Company	Startup		TV / Firm / Media / Entertainment	Mumbai	The Great Bharat (India)		Incident Manager	Unknown		Incident Mgmt.	ITIL	Pls See The Job Detail	Not disclosed	Other		Job Description Position Title - Incident Manager L2 Location - Airoli, Navi Mumbai During Major Incident End to end ownership of the Major Incident with the aim to minimize the time to restore. Coordination with all support engineers involved in the troubleshooting with the possibility to involve other support groups. Ensure a systematic process is followed for all Major Incidents from opening to closure. Assess Incident complexity and decide to apply the Crisis Management process if required: trigger and liaise with the Crisis Manager to manage communication with and escalation to Executive management. Track incident progress to resolution and responsible for communicating progress to higher management and transverse relevant teams. Prepare clear and concise comms and publish them based on the priority of the incident. Facilitate exchanges between the relevant support staff through setting up ad-hoc Conference Bridge / Business Chat groups and / or direct contacts. In particular, ensure diagnosis, action plans and key initiatives are shared with the relevant parties across technical towers and geographies. Drive discussions to a pragmatic outcome in a reasonable timeframe in order to ensure the key decisions are taken on time or escalated to higher management. As a last resort, responsible for choosing between resolution solutions, or escalating in case of disagreement between technical teams and after assessing all impacts with relevant stakeholders (Experts, Managers and / or Business line IT) Activate and manage the Incident WAR Room Regular Operations (no Major Incident) Coordinate the write up of the Incident Report, collecting inputs from all parties and ensuring high quality of the final document Organize Post-Incident Meeting to share / brainstorm on actions and suggestions to avoid similar incidents in the future or shorten resolution time. This involves writing and publishing organizational Incident Report which details organizational issues experienced during resolution and suggest improvements to speed up the team reactivity. Ensure consistency of the incident documentation / references across all systems Report KPI and analysis to senior management on key inputs linked to Major Incidents content and trends Write and publish the organizational Post-Mortem of Incident which details organizational issues experienced during resolution and suggested improvement areas to improve team interaction and fluidity Provide Consolidated Reports (Based on KPIs) for various committees. Ensure Procedures and Documentation is up-to-date (Diagrams, checklist etc.) Maintain the escalation tree (internal and with third parties) Share and promote best practices and lessons learnt on Major Incident management to internal stakeholders (support teams, management) Report to Operational Manager on the efficiency of the Major Incident Management process Act as Process manager ensuring that the Incident Management process is applied in a systematic and consistent manner by leveraging on lessons learnt. 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Reactivity and ability to solve problems by using different methods Ability to learn and adapt and to be proactive Ability to work simultaneously with different profiles (technical/functional, medium/top management, etc.) Ability to work under pressure Requirement Infrastructure or Application support hands on experience of 4-6 years is mandatory Overall IT experience: 8 Years + Crisis Management IT Literacy: Knowledge of IT Ecosystem & Operations Background with experience in IT for Capital Market and Corporate Banking to the extent of knowing Front office to back office application flow Having knowledge about monitoring tools and scheduling jobs would be plus Good understanding of transversal technologies (SAN, Unix, Windows, Network, DBA, CTRL-M, MQ) Technologies and/or Applications background with ability to grasp impact and interdependencies Shift/Oncall & Weekend Support Shift Timings in IST: Mon to Fri 6:00 am to 09:30 pm OR 10:30 pm (2 shifts, 1st starts at 6:00 am IST and 2nd starts at 12:30 or 01:30 pm ï¿½ depending on DST in France) Weekday On-call ï¿½ From 09:30 pm OR 10:30 pm to following day 6:00 am Weekend On-Call ï¿½ From 09:30 pm OR 10:30 pm Friday to 6:00 am Monday Day light savings Period- Nov to Mar ( 1hour ahead) Oncall Support- To provide Oncall support services on rotational basis 09.30 PM to 6.00 am on weekdays after end of the evening shift work (Apr to Oct) 10.30 pm to 6.00 am on weekdays after end of the evening shift work (Nov to Mar) 09:30 pm OR 10:30 pm on Friday to 06:00 am Monday Weekend On-Call Support - based on high critical P1 incidents and P2 that have potential of becoming P1. Public Holiday Support ï¿½ Paris Holidays (Client Holiday) will be followed as public holidays and not India holidays Process & Tools ITSM tool- Service Now ï¿½ Ticketing tool for INC/SR/Change /Problem tickets Inhouse tools intermediate knowledge on ITIL Process & Practices Educational Qualifications Bachelorï¿½s degree or masterï¿½s degree in information/computer technology preferred Key Competencies: 8+yrs of relevant experience in Incident Management / Infrastructure / Application Support Experience of working in a banking environment. Customer service oriented, able to work in a dynamic and fast paced environment Excellent communication, interpersonal and troubleshooting skills Must be self-motivated and directed and demonstrate a keen attention to detail and possess the ability to work autonomously											1	Tools: ITIL, Monitoring Tools, Service Now			No
15	12/12/2024		Tata Consultancy Services	Top / Startup	Top Company	Startup		IT / Software Dev	Delhi	The Great Bharat (India)		Major Incident Manager_New Delhi	Unknown		Major Incident Manager		Pls See The Job Detail	Not disclosed	Other		Greetings from TCS!!!!!!! TCS Hiring for Major Incident Manager Job Location: New Delhi Experience Range: 8-12 Years Job Description : Handling major incident management process and drive end to end Sev 1 situation with effective Communication Experience as Major/Critical incident manager Participate and drive major incidents Effective handling of major incident bridge Periodic update about MIM progress through mails Drive the overall MIM journey. Publish Major incident report Problem management process drive											1				No
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31	12/12/2024		Netcore Cloud	Top / Startup	Top Company	Startup		IT / Software Dev	Mumbai	The Great Bharat (India)		Incident/ Application Head	President/ Head/ Director		Incident Mgmt.	AWS	Pls See The Job Detail	Not disclosed	Other		Job Title: Production/Incident & Application Support Manager Location: Thane Reports to: Sr VP Delivery head Department: Engineering ; Full-Time About us: At Netcore, innovation isnï¿½t just a buzzwordï¿½it's the core of everything we do. As the pioneering force behind the first and leading AI/ML-powered Customer Engagement and Experience Platform (CEE), we're dedicated to revolutionizing how B2C brands interact with their customers. Our state-of-the-art SaaS products are designed to foster personalized engagement throughout the entire customer journey, creating remarkable digital experiences for businesses of all sizes. Engineering at Netcore: Dive into a world where your work directly impacts engagement, conversions, revenue, and customer retention. 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Technical Skills: - Hands-on experience with Linux/Unix environments, cloud services (AWS, GCP, NetcoreCloud). - Proficiency in scripting and coding (Python, Php, Golang, Java, or similar languages) for automation purposes. - Solid understanding of CI/CD pipelines, version control (Git), and Alert & Application monitoring tools. Leadership & Soft Skills: - Proven leadership skills, with experience in team building, mentorship, and fostering a culture of accountability. - Strong interpersonal and communication skills, with the ability to interface effectively with technical and non-technical stakeholders. - Ability to manage multiple projects simultaneously, prioritize tasks, and work under pressure to meet deadlines. Preferred Qualifications: - Experience in the martech, Digital Marketing domain or working with large-scale, customer-facing SaaS applications. - Certification in SRE, DevOps, or cloud platforms (AWS, GCP). - Good application debugging skills, Product feature understanding skills. Why Join Us? - Be a part of an innovative and forward-thinking organization that values technology and continuous improvement. - Work with cutting-edge open-source frameworks and cloud technologies., SAAS Product. - Leadership opportunities with a direct impact on our customers and product success. Let's start a conversation and make magic happen together! Website - https://netcorecloud.com/											1	....h, Digital Marketing domain or working with large-scale, customer-facing SaaS applications. - Certification in SRE, DevOps, or cloud platforms (AWS, GCP). - Good application debugging skills, Product feature understanding skills. Why Join Us? - Be.... Tools: Ansible, AWS, Monitoring Tools			No					Yes

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