Senior ML Engineer
This Senior ML Engineer role at Pyramid Consulting, Inc focuses on building agentic systems and managing MLOps in Bengaluru. The candidate will design and deploy AI models while managing complex ETL pipelines, infrastructure, and CI/CD workflows. Proficiency in fine-tuning techniques like LoRA/QLoRA and container orchestration is required for production environments. The role emphasizes building trustworthy and explainable AI systems within an onsite project environment.
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Experience
Experience not specified
Function
Engineering
Work mode
Onsite, India
Company
Tier 3
What you will work on
This Senior ML Engineer role at Pyramid Consulting, Inc focuses on building agentic systems and managing MLOps in Bengaluru. The candidate will design and deploy AI models while managing complex ETL pipelines, infrastructure, and CI/CD workflows. Proficiency in fine-tuning techniques like LoRA/QLoRA and container orchestration is required for production environments. The role emphasizes building trustworthy and explainable AI systems within an onsite project environment.
TAL's take
Tier 3 consulting firm providing contract staff for ML engineering tasks.
Clear and detailed technical requirements for ML engineering, MLOps, and agentic systems.
Must haves
- Experience with RAG pipelines and Vector DBs
- Proficiency in fine-tuning techniques like LoRA/QLoRA
- Experience with Docker and Kubernetes
- Ability to implement CI/CD for model deployment
- Experience managing robust ETL pipelines
Tools and skills
About the company
Staffing and consulting agency.
Posts mentioning Pyramid Consulting, Inc
Mahindra - MSDVC - Coimbatore - Work Culture
Too much Politics, even from small things like task allocation also politics. Good tasks and technologies which gives visibility will goes to their favorite people, too much toxic work environment, local politics and favoritism, caste-based discrimination particularly Coimbatore and other 4 surrounding districts people gets more importance and hikes more than 15% and Long-Term retention Bonus, others are avoided and not included in the e mail chains also, others are used for waste and useless tasks with no visibility which gives them no grip on project or career , so that they can't ask for good hikes and promotions. Even the developer who is working on the task is also not involved into the mail chain. Even if you fight for everything and get that work done, you will realize that your task credit will be taken by other Leads and Sr. Leads. You can never find why you don't get recognition from Leadership, because they avoid you from every call, meeting and other important information. so that you will be used for just used for work after that you will realize this by 2 years you will leave the company, middle leadership want this because they can take credit for your work. Finally new person come to your place with new hopes and dreams to work hard, this cycle repeats. Again, same strategy is used by Managers with help of Leads. If you try to compline HR, She also knows everything but acts like helping you and tell everything to manager , both HRs help only management, by reveling you identity and information to them, so that from next day they will target you. Everyone stops talking to you. They treat you like untouchable person. You need to suffer alone in this vacuum. Treatment starts for you by changing requirements for every day and monitoring start like minute by minute. All their supporters help them to target you. good luck fighting with this mind game. particularly even going for breaks is monitored with timings also monitored. highly toxic leadership. They only pay for 8 hrs and ask you to work for 16 to 17 hrs for free with out recognition and identity. All mangers expect you to lift their calls even in nighttime 11 clock and weekends also by saying this is manufacturing company not an American or European software company. Too much shouting on calls and disrespecting humans on face in local language with bad words. They create a pyramid structure with one node point between manager and team (only local women with less skills will be selected) because they will listen to them and given all powers so they can manage teams and do all yes works for the management without saying no. all hikes and promotions and opportunities for them. Men with moral should suffer here. Most of the department heads are from Coimbatore Boshe and visteon. They are all good at politics and very bad at technical skills. CAUTION: They ask you to stay in 3-star hotel for 21 days for lateral entry and 40 days for freshers, its cost is so inflated by 2 times, and when you want to leave before 2 years they will ask you to pay all hotel bills , transportation charges , relocation changes etc back to them . so that you will stay at least 2 year when you can't pay back. Remember nothing is free money, if it is free, you are the product. **** 90 days notice period , you need to clock 9.5 hours in notice period otherwise Loss of pay. you can't take leaves. Full and final settlement is also big mind-bending game here. 1)very too much narrow-minded leaders and managers who want visibility from top leadership just trying to steal lower-level employees work to show cases as it their work. 2)They hire only local people with below average skills and poor in communication so that can't jump the company immediately so that developers will listen to them and work for them due to lack of other opportunity. unless you are a fresher hired across India from central team its hard other people will not be selected. Even central team also knows this , that why for all freshers will be rolled out given same standard hikes and promotion without difference. First year completion standard hike 10 % and 2 nd year 15 % with promotion. very rare cases like posh and attitude issues only promotions are denied. 3)Leave policy is a systematic scam in this company by wanted not reveling to the employees. 1 year - no leaves only 10 privileged leaves. but if you want you need, take advanced leaves, that is from next year. 4) only 5 leaves only carry forwarded. all 18 leaves will be lapse in that calendar year. 5) Comp off is to use with in 3 months from the date you earned. to get comp off you need to earn more than 7.5 hours. 6)Salary pay structure another numbers magic, like Ad hoc pay and Total PF employer contribution is also included in CTC along with gratuity. you will get 12 to 15% less take home than your expected calculation. 7)Insurance is very limited and less amount like 2 lacs, parents and children are not included, you need to pay extra separately for that. 8)they make sure Cab facility is bad, so that you can plan your commute. 9)No help from management and company to upskills yourself, Like certifications and courses. They don't share any little information that helps you to grow. because if you learn you will ask for hike and work not provided you will leave the company right. so that help you to upskill, at least this true for Coimbatore branch. 10)Freshers need to realize this toxic culture and need to jump the ship as soon as possible. 11)2 to 8 years Experienced folk also need to focus one technology and master the interview skills to jump the ship. 12)plex pay amount 25 rupees per working day will be give if you clock 7.5 hour and above for every 3 or 4 months. 13)Full and final settlement is full of deductions you will be ghosted for months from finance department until last day. https://www.ambitionbox.com/reviews/mahindra-automotives-reviews?rid=76256148&utm_source=ambitionbox&utm_campaign=share&utm_medium=mobile
Confused by 25 CR FIRE targets
Referring to the FIRE thread from a few days ago. I don’t understand the people who aim for 25CR as their retirement target. The truth is very few are realistically going to get to 25 CR by 40 or whatever your FIRE age is. I don’t doubt you can get there by 60 at all. But that’s just how the career pyramid is stacked. 25 at 40 is hard. Accepting this is realizing that one of the important aspects of retiring early is being realistic with the end goal. Just my 2 cents
Pyramid scheme scam
Okay, so this happened to me last year. I was approached by a college alumni (got my number from college alumni group) who told me he had a side business going on which was leading him to earn more money than his corporate job and that he was going to leave the corporate for his “business”. I was initially not interested but he was insistent and also I was looking to explore some options (may be my naïveté) that I asked him more and so he setup a call with his senior to explain more about this “business”. Now this senior gave all sorts of gyaan regarding how to reach financial independence and picking up on the general mindset of how to make more money. They asked to create a list of 10 things that I desired the most at the point of time which could be solved with more money. I complied thinking it was a good exercise (again, I was a big fool). Now I was connected with another senior who gave all sorts of gyaan regarding how I could make more money and lead to financial independence. Please note, during all this time I was constantly asking what the business idea was and how it would be achieved but got no response on the details and only white washing regarding how I should be prepared to do anything to achieve my dreams. Now, it was revealed that I would need to put in 5L as investment to get bigger returns. Since I did not have that money in handy, I was suggested to get a personal loan through their agents. Also not to inform this to parents because they won’t understand this stuff and get “worried”. Luckily I did went with their suggestion and informed my parent about it. Thinking it was a startup idea, I got the investment from my father through an OD in my name. Now we get onto a call two days later, where they reveal the company QNet and makes me purchase 5L of stuff from their website and explained the business model which was to get other people from your knowing to buy products from this company and get commissions on the sale. Continued……